From 8501eeabb18699064a485b075cc2cbd356b749c2 Mon Sep 17 00:00:00 2001 From: Frank Fiegel <108313943+punkpeye@users.noreply.github.com> Date: Mon, 31 Mar 2025 10:56:39 -0600 Subject: [PATCH] sort servers alphabetically --- README.md | 621 +++++++++++++++++++++++++++--------------------------- 1 file changed, 310 insertions(+), 311 deletions(-) diff --git a/README.md b/README.md index a6577191..4fa55356 100644 --- a/README.md +++ b/README.md @@ -98,62 +98,61 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/) Servers for accessing many apps and tools through a single MCP server. -- [@PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) โ˜๏ธ ๐Ÿ  - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app. -- [Zapier MCP Server](https://zapier.com/mcp) โ˜๏ธ - Connect your AI Agents to 8,000 apps instantly. +- [PipedreamHQ/pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol) โ˜๏ธ ๐Ÿ  - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app. ### ๐ŸŽจ Art & Culture Access and explore art collections, cultural heritage, and museum databases. Enables AI models to search and analyze artistic and cultural content. -- [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) ๐Ÿ - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection -- [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) ๐Ÿ - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control -- [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) ๐Ÿ“‡ โ˜๏ธ - Rijksmuseum API integration for artwork search, details, and collections -- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) ๐Ÿ“‡ โ˜๏ธ - A MCP server integrating AniList API for anime and manga information - [abhiemj/manim-mcp-server](https://github.com/abhiemj/manim-mcp-server) ๐Ÿ ๐Ÿ  ๐ŸชŸ ๐Ÿง - A local MCP server that generates animations using Manim. +- [burningion/video-editing-mcp](https://github.com/burningion/video-editing-mcp) ๐Ÿ - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection - [djalal/quran-mcp-server](https://github.com/djalal/quran-mcp-server) ๐Ÿ“‡ ๐Ÿ  MCP server to interact with Quran.com corpus via the official REST API v4. +- [r-huijts/rijksmuseum-mcp](https://github.com/r-huijts/rijksmuseum-mcp) ๐Ÿ“‡ โ˜๏ธ - Rijksmuseum API integration for artwork search, details, and collections +- [samuelgursky/davinci-resolve-mcp](https://github.com/samuelgursky/davinci-resolve-mcp) ๐Ÿ - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control +- [yuna0x0/anilist-mcp](https://github.com/yuna0x0/anilist-mcp) ๐Ÿ“‡ โ˜๏ธ - A MCP server integrating AniList API for anime and manga information ### ๐Ÿ“‚ Browser Automation Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats. -- [@automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) ๐Ÿ - An MCP server for browser automation using Playwright -- [@blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) ๐Ÿ - An MCP python server using Playwright for browser automation,more suitable for llm -- [@browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) ๐ŸŽ–๏ธ ๐Ÿ“‡ - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) -- [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) ๐Ÿ - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. -- [@executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) ๐Ÿ“‡ - An MCP server using Playwright for browser automation and webscrapping -- [@kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) ๐Ÿ“‡ โ˜๏ธ - Fetch YouTube subtitles and transcripts for AI analysis -- [@microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots -- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP Server Integration with Apple Shortcuts -- [@fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP server for interacting with Apple Reminders on macOS -- [@kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) ๐Ÿ ๐Ÿ  - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright. -- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) ๐Ÿ“‡ ๐Ÿ  - Browser automation for web scraping and interaction -- [@pskill9/web-search](https://github.com/pskill9/web-search) ๐Ÿ“‡ ๐Ÿ  - An MCP server that enables free web searching using Google search results, with no API keys required. -- [@recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP Server Integration with Apple Shortcuts -- [@co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) ๐ŸŒ๐Ÿ”ฎ - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. -- [@34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) ๐Ÿ“‡ ๐Ÿ  - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts. -- [@getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) ๐Ÿ ๐Ÿ  - Extract structured data from any website. Just prompt and get JSON. -- [@eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) ๐Ÿ“‡ ๐Ÿ  - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox). +- [34892002/bilibili-mcp-js](https://github.com/34892002/bilibili-mcp-js) ๐Ÿ“‡ ๐Ÿ  - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts. +- [automatalabs/mcp-server-playwright](https://github.com/Automata-Labs-team/MCP-Server-Playwright) ๐Ÿ - An MCP server for browser automation using Playwright +- [blackwhite084/playwright-plus-python-mcp](https://github.com/blackwhite084/playwright-plus-python-mcp) ๐Ÿ - An MCP python server using Playwright for browser automation,more suitable for llm +- [browserbase/mcp-server-browserbase](https://github.com/browserbase/mcp-server-browserbase) ๐ŸŽ–๏ธ ๐Ÿ“‡ - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) +- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) ๐ŸŒ๐Ÿ”ฎ - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. +- [co-browser/browser-use-mcp-server](https://github.com/co-browser/browser-use-mcp-server) ๐Ÿ - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server. +- [executeautomation/playwright-mcp-server](https://github.com/executeautomation/mcp-playwright) ๐Ÿ“‡ - An MCP server using Playwright for browser automation and webscrapping +- [eyalzh/browser-control-mcp](https://github.com/eyalzh/browser-control-mcp) ๐Ÿ“‡ ๐Ÿ  - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox). +- [fradser/mcp-server-apple-reminders](https://github.com/FradSer/mcp-server-apple-reminders) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP server for interacting with Apple Reminders on macOS +- [getrupt/ashra-mcp](https://github.com/getrupt/ashra-mcp) ๐Ÿ ๐Ÿ  - Extract structured data from any website. Just prompt and get JSON. +- [kimtaeyoon83/mcp-server-youtube-transcript](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) ๐Ÿ“‡ โ˜๏ธ - Fetch YouTube subtitles and transcripts for AI analysis +- [kimtth/mcp-aoai-web-browsing](https://github.com/kimtth/mcp-aoai-web-browsing) ๐Ÿ ๐Ÿ  - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright. +- [microsoft/playwright-mcp](https://github.com/microsoft/playwright-mcp) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots +- [modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) ๐Ÿ“‡ ๐Ÿ  - Browser automation for web scraping and interaction +- [pskill9/web-search](https://github.com/pskill9/web-search) ๐Ÿ“‡ ๐Ÿ  - An MCP server that enables free web searching using Google search results, with no API keys required. +- [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP Server Integration with Apple Shortcuts +- [recursechat/mcp-server-apple-shortcuts](https://github.com/recursechat/mcp-server-apple-shortcuts) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - An MCP Server Integration with Apple Shortcuts ### โ˜๏ธ Cloud Platforms Cloud platform service integration. Enables management and interaction with cloud infrastructure and services. -- [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Integration with Cloudflare services including Workers, KV, R2, and D1 - [alexei-led/aws-mcp-server](https://github.com/alexei-led/aws-mcp-server) ๐Ÿ โ˜๏ธ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support -- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure - [alexei-led/k8s-mcp-server](https://github.com/alexei-led/k8s-mcp-server) ๐Ÿ - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support. -- [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - ๐ŸŽ๏ธ โ˜๏ธ/๐Ÿ  Kubernetes cluster operations through MCP -- [@flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - ๐Ÿ“‡ โ˜๏ธ/๐Ÿ  Typescript implementation of Kubernetes cluster operations for pods, deployments, services. -- [@manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - ๐ŸŽ๏ธ ๐Ÿ  A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster. -- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) โ˜๏ธ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage. - [bright8192/esxi-mcp-server](https://github.com/bright8192/esxi-mcp-server) ๐Ÿ โ˜๏ธ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management. -- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) ๐ŸŽ๏ธ โ˜๏ธ/๐Ÿ  MCP Server for kubernetes management, and analyze your cluster, application health +- [cloudflare/mcp-server-cloudflare](https://github.com/cloudflare/mcp-server-cloudflare) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Integration with Cloudflare services including Workers, KV, R2, and D1 +- [flux159/mcp-server-kubernetes](https://github.com/Flux159/mcp-server-kubernetes) - ๐Ÿ“‡ โ˜๏ธ/๐Ÿ  Typescript implementation of Kubernetes cluster operations for pods, deployments, services. +- [jdubois/azure-cli-mcp](https://github.com/jdubois/azure-cli-mcp) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure +- [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) โ˜๏ธ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage. - [johnneerdael/netskope-mcp](https://github.com/johnneerdael/netskope-mcp) ๐Ÿ”’ โ˜๏ธ - An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage. +- [manusa/Kubernetes MCP Server](https://github.com/manusa/kubernetes-mcp-server) - ๐ŸŽ๏ธ ๐Ÿ  A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster. - [nwiizo/tfmcp](https://github.com/nwiizo/tfmcp) - ๐Ÿฆ€ ๐Ÿ  - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state. +- [strowk/mcp-k8s-go](https://github.com/strowk/mcp-k8s-go) - ๐ŸŽ๏ธ โ˜๏ธ/๐Ÿ  Kubernetes cluster operations through MCP - [thunderboltsid/mcp-nutanix](https://github.com/thunderboltsid/mcp-nutanix) - ๐ŸŽ๏ธ ๐Ÿ /โ˜๏ธ Go-based MCP Server for interfacing with Nutanix Prism Central resources. - [weibaohui/k8m](https://github.com/weibaohui/k8m) - ๐ŸŽ๏ธ โ˜๏ธ/๐Ÿ  Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources. - [weibaohui/kom](https://github.com/weibaohui/kom) - ๐ŸŽ๏ธ โ˜๏ธ/๐Ÿ  Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources. +- [wenhuwang/mcp-k8s-eye](https://github.com/wenhuwang/mcp-k8s-eye) ๐ŸŽ๏ธ โ˜๏ธ/๐Ÿ  MCP Server for kubernetes management, and analyze your cluster, application health ### ๐Ÿ‘จโ€๐Ÿ’ป Code Execution @@ -167,159 +166,159 @@ Run commands, capture output and otherwise interact with shells and command line - [ferrislucas/iterm-mcp](https://github.com/ferrislucas/iterm-mcp) ๐Ÿ–ฅ๏ธ ๐Ÿ› ๏ธ ๐Ÿ’ฌ - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal. - [g0t4/mcp-server-commands](https://github.com/g0t4/mcp-server-commands) ๐Ÿ“‡ ๐Ÿ  - Run any command with `run_command` and `run_script` tools. +- [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor` - [MladenSU/cli-mcp-server](https://github.com/MladenSU/cli-mcp-server) ๐Ÿ ๐Ÿ  - Command line interface with secure execution and customizable security policies -- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) A secure shell command execution server implementing the Model Context Protocol (MCP) - [OthmaneBlial/term_mcp_deepseek](https://github.com/OthmaneBlial/term_mcp_deepseek) ๐Ÿ ๐Ÿ  - A DeepSeek MCP-like Server for Terminal - [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) - A secure shell command execution server implementing the Model Context Protocol (MCP) -- [maxim-saplin/mcp_safe_local_python_executor](https://github.com/maxim-saplin/mcp_safe_local_python_executor) - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor` +- [tumf/mcp-shell-server](https://github.com/tumf/mcp-shell-server) A secure shell command execution server implementing the Model Context Protocol (MCP) ### ๐Ÿ’ฌ Communication Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools. -- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) - ๐Ÿ โ˜๏ธ - An MCP server for WhatsApp, search and send through pesonal and group messages -- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - ๐Ÿ“‡ โ˜๏ธ - An MCP server to Manage Google Tasks -- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) ๐Ÿ ๐Ÿ  ๐ŸŽ - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling -- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) ๐Ÿ ๐ŸŽ๏ธ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups -- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) ๐Ÿ“‡ โ˜๏ธ - Slack workspace integration for channel management and messaging -- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) ๐Ÿ“‡ โ˜๏ธ - Bluesky instance integration for querying and interaction -- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - ๐Ÿ โ˜๏ธ - Integration with gmail and Google Calendar. -- [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) ๐Ÿ โ˜๏ธ - Interact with Twitter search and timeline -- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - ๐Ÿš€ โ˜๏ธ - An MCP server application that sends various types of messages to the WeCom group robot. - [AbdelStark/nostr-mcp](https://github.com/AbdelStark/nostr-mcp) - ๐ŸŒ โ˜๏ธ - A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more. -- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - ๐Ÿ โ˜๏ธ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on. -- [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) ๐Ÿ  ๐ŸŽ ๐Ÿš€ - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. -- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - ๐Ÿ“‡ ๐Ÿ  This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat. +- [adhikasp/mcp-twikit](https://github.com/adhikasp/mcp-twikit) ๐Ÿ โ˜๏ธ - Interact with Twitter search and timeline - [arpitbatra123/mcp-googletasks](https://github.com/arpitbatra123/mcp-googletasks) - ๐Ÿ“‡ โ˜๏ธ - An MCP server to interface with the Google Tasks API +- [carterlasalle/mac_messages_mcp](https://github.com/carterlasalle/mac_messages_mcp) ๐Ÿ  ๐ŸŽ ๐Ÿš€ - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. +- [elie222/inbox-zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server) - ๐Ÿ โ˜๏ธ - An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on. +- [gotoolkits/wecombot](https://github.com/gotoolkits/mcp-wecombot-server.git) - ๐Ÿš€ โ˜๏ธ - An MCP server application that sends various types of messages to the WeCom group robot. +- [hannesrudolph/imessage-query-fastmcp-mcp-server](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) ๐Ÿ ๐Ÿ  ๐ŸŽ - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling +- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) - ๐Ÿ โ˜๏ธ - An MCP server for WhatsApp, search and send through pesonal and group messages +- [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp) ๐Ÿ ๐ŸŽ๏ธ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups +- [MarkusPfundstein/mcp-gsuite](https://github.com/MarkusPfundstein/mcp-gsuite) - ๐Ÿ โ˜๏ธ - Integration with gmail and Google Calendar. +- [modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) ๐Ÿ“‡ โ˜๏ธ - Bluesky instance integration for querying and interaction +- [modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) ๐Ÿ“‡ โ˜๏ธ - Slack workspace integration for channel management and messaging +- [sawa-zen/vrchat-mcp](https://github.com/sawa-zen/vrchat-mcp) - ๐Ÿ“‡ ๐Ÿ  This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat. - [teddyzxcv/ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp) - The MCP server that keeps you informed by sending the notification on phone using ntfy - [userad/didlogic_mcp](https://github.com/UserAd/didlogic_mcp) - ๐Ÿ โ˜๏ธ - An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations. +- [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp) - ๐Ÿ“‡ โ˜๏ธ - An MCP server to Manage Google Tasks ### ๐Ÿ‘ค Customer Data Platforms Provides access to customer profiles inside of customer data platforms -- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) ๐Ÿ“‡ โ˜๏ธ - An MCP server to access and updates profiles on an Apache Unomi CDP server. +- [iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics. - [OpenDataMCP/OpenDataMCP](https://github.com/OpenDataMCP/OpenDataMCP) ๐Ÿ โ˜๏ธ - Connect any Open Data to any LLM with Model Context Protocol. +- [sergehuber/inoyu-mcp-unomi-server](https://github.com/sergehuber/inoyu-mcp-unomi-server) ๐Ÿ“‡ โ˜๏ธ - An MCP server to access and updates profiles on an Apache Unomi CDP server. - [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) ๐Ÿ โ˜๏ธ - An MCP server to interact with a Tinybird Workspace from any MCP client. -- [@iaptic/mcp-server-iaptic](https://github.com/iaptic/mcp-server-iaptic) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics. ### ๐Ÿ—„๏ธ Databases Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access. -- [centralmind/gateway](https://github.com/centralmind/gateway) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase -- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) โ˜• ๐Ÿ โ˜๏ธ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless. -- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) ๐Ÿ ๐Ÿ  Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite. -- [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) ๐Ÿ ๐Ÿ  - MCP Server implementation that provides Elasticsearch interaction -- [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Airtable database integration with schema inspection, read and write capabilities -- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) ๐Ÿ โ˜๏ธ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface. -- [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) ๐Ÿ โ˜๏ธ - BigQuery database integration with schema inspection and query capabilities -- [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) ๐Ÿ โ˜๏ธ - TiDB database integration with schema inspection and query capabilities -- [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) ๐Ÿ โ˜๏ธ - TDolphinDB database integration with schema inspection and query capabilities -- [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) ๐Ÿ“‡ โ˜๏ธ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities -- [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) ๐Ÿ โ˜๏ธ - ClickHouse database integration with schema inspection and query capabilities -- [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts)) -- [@gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) ๐Ÿ”ฅ โ›…๏ธ - Firebase services including Auth, Firestore and Storage. -- [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) ๐Ÿ โ˜๏ธ - MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus -- [@fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) ๐Ÿ“‡ โ˜๏ธ - Fireproof ledger database with multi-user sync -- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) ๐Ÿ ๐Ÿ  - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines -- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) ๐Ÿ ๐Ÿ  - Node.js-based MySQL database integration that provides secure MySQL database operations -- [@benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) โ˜๏ธ ๐Ÿ  - MySQL database integration in NodeJS with configurable access controls and schema inspection -- [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) ๐ŸŽ๏ธ ๐Ÿ  โ€“ A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows. -- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) ๐Ÿ“‡ ๐Ÿ  - PostgreSQL database integration with schema inspection and query capabilities -- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) ๐Ÿ ๐Ÿ  - SQLite database operations with built-in analysis features -- [@joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP Server for managing and creating projects and organisations in Supabase -- [@alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools -- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) ๐Ÿ ๐Ÿ  - DuckDB database integration with schema inspection and query capabilities -- [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) ๐Ÿ โ˜๏ธ - Trino MCP Server to query and access data from Trino Clusters. -- [memgraph/mcp-memgraph](https://github.com/memgraph/mcp-memgraph) ๐Ÿ ๐Ÿ  - Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource. -- [furey/mongodb-lens](https://github.com/furey/mongodb-lens) ๐Ÿ“‡ ๐Ÿ  - MongoDB Lens: Full Featured MCP Server for MongoDB Databases -- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) ๐Ÿ“‡ ๐Ÿ  - MongoDB integration that enables LLMs to interact directly with databases. -- [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) ๐Ÿ“‡ ๐Ÿ  - A Model Context Protocol Server for MongoDB -- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) ๐Ÿ โ˜๏ธ - Tinybird integration with query and API capabilities -- [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) ๐Ÿ โ˜๏ธ - VikingDB integration with collection and index introduction, vector store and search capabilities. -- [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) ๐Ÿ ๐Ÿ  - Model Context Protocol with Neo4j -- [niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server) MCP server for Nile's Postgres platform - Manage and query Postgres databases, tenants, users, auth using LLMs -- [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) ๐Ÿ โ˜๏ธ - Snowflake integration implementing read and (optional) write operations as well as insight tracking -- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) ๐Ÿ ๐Ÿ  - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. -- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) ๐Ÿ โ˜๏ธ - Pinecone integration with vector search capabilities -- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) ๐Ÿ ๐Ÿ  - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities. -- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) โ˜• ๐Ÿ  - Connect to any JDBC-compatible database and query, insert, update, delete, and more. -- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) ๐Ÿ โ˜๏ธ - Query and analyze Azure Data Explorer databases -- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) ๐Ÿ โ˜๏ธ - Query and analyze Prometheus, open-source monitoring system. -- [neondatabase/mcp-server-neon](https://github.com/neondatabase/mcp-server-neon) ๐Ÿ“‡ โ˜๏ธ โ€” An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres -- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) ๐Ÿ“‡ โ˜๏ธ โ€” An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM. -- [bytebase/dbhub](https://github.com/bytebase/dbhub) ๐Ÿ“‡ ๐Ÿ  โ€“ Universal database MCP server supporting mainstream databases. -- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) ๐Ÿ ๐Ÿ  - MCP Server for querying GreptimeDB. -- [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Run queries against InfluxDB OSS API v2. -- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) ๐Ÿ โ˜๏ธ - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API. -- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) ๐Ÿ ๐Ÿ“‡ โ˜๏ธ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store. - [Aiven-Open/mcp-aiven](https://github.com/Aiven-Open/mcp-aiven) - ๐Ÿ โ˜๏ธ ๐ŸŽ–๏ธ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQLยฎ, Apache Kafkaยฎ, ClickHouseยฎ and OpenSearchยฎ services -- [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) ๐Ÿ ๐Ÿ  - A Qdrant MCP server +- [alexanderzuev/supabase-mcp-server](https://github.com/alexander-zuev/supabase-mcp-server) - Supabase MCP Server with support for SQL query execution and database exploration tools +- [aliyun/alibabacloud-tablestore-mcp-server](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) โ˜• ๐Ÿ โ˜๏ธ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless. +- [benborla29/mcp-server-mysql](https://github.com/benborla/mcp-server-mysql) โ˜๏ธ ๐Ÿ  - MySQL database integration in NodeJS with configurable access controls and schema inspection +- [bytebase/dbhub](https://github.com/bytebase/dbhub) ๐Ÿ“‡ ๐Ÿ  โ€“ Universal database MCP server supporting mainstream databases. +- [c4pt0r/mcp-server-tidb](https://github.com/c4pt0r/mcp-server-tidb) ๐Ÿ โ˜๏ธ - TiDB database integration with schema inspection and query capabilities - [Canner/wren-engine](https://github.com/Canner/wren-engine) ๐Ÿ ๐Ÿฆ€ ๐Ÿ  - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents -- [zilliztech/mcp-server-milvus](https://github.com/zilliztech/mcp-server-milvus) ๐Ÿ ๐Ÿ  โ˜๏ธ - MCP Server for Milvus / Zilliz, making it possible to interact with your database. +- [centralmind/gateway](https://github.com/centralmind/gateway) ๐ŸŽ๏ธ ๐Ÿ  ๐ŸŽ ๐ŸชŸ - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase +- [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) ๐Ÿ โ˜๏ธ - ClickHouse database integration with schema inspection and query capabilities +- [cr7258/elasticsearch-mcp-server](https://github.com/cr7258/elasticsearch-mcp-server) ๐Ÿ ๐Ÿ  - MCP Server implementation that provides Elasticsearch interaction +- [Dataring-engineering/mcp-server-trino](https://github.com/Dataring-engineering/mcp-server-trino) ๐Ÿ โ˜๏ธ - Trino MCP Server to query and access data from Trino Clusters. +- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) ๐Ÿ ๐Ÿ  - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines +- [domdomegg/airtable-mcp-server](https://github.com/domdomegg/airtable-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Airtable database integration with schema inspection, read and write capabilities +- [ergut/mcp-bigquery-server](https://github.com/ergut/mcp-bigquery-server) ๐Ÿ“‡ โ˜๏ธ - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities +- [f4ww4z/mcp-mysql-server](https://github.com/f4ww4z/mcp-mysql-server) ๐Ÿ ๐Ÿ  - Node.js-based MySQL database integration that provides secure MySQL database operations +- [fireproof-storage/mcp-database-server](https://github.com/fireproof-storage/mcp-database-server) ๐Ÿ“‡ โ˜๏ธ - Fireproof ledger database with multi-user sync +- [FreePeak/db-mcp-server](https://github.com/FreePeak/db-mcp-server) ๐ŸŽ๏ธ ๐Ÿ  โ€“ A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows. +- [furey/mongodb-lens](https://github.com/furey/mongodb-lens) ๐Ÿ“‡ ๐Ÿ  - MongoDB Lens: Full Featured MCP Server for MongoDB Databases +- [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) ๐Ÿ”ฅ โ›…๏ธ - Firebase services including Auth, Firestore and Storage. +- [get-convex/convex-backend](https://stack.convex.dev/convex-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts)) +- [GreptimeTeam/greptimedb-mcp-server](https://github.com/GreptimeTeam/greptimedb-mcp-server) ๐Ÿ ๐Ÿ  - MCP Server for querying GreptimeDB. +- [hannesrudolph/sqlite-explorer-fastmcp-mcp-server](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) ๐Ÿ ๐Ÿ  - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation. +- [idoru/influxdb-mcp-server](https://github.com/idoru/influxdb-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Run queries against InfluxDB OSS API v2. +- [isaacwasserman/mcp-snowflake-server](https://github.com/isaacwasserman/mcp-snowflake-server) ๐Ÿ โ˜๏ธ - Snowflake integration implementing read and (optional) write operations as well as insight tracking +- [joshuarileydev/supabase-mcp-server](https://github.com/joshuarileydev/supabase) - Supabase MCP Server for managing and creating projects and organisations in Supabase +- [jovezhong/mcp-timeplus](https://github.com/jovezhong/mcp-timeplus) ๐Ÿ โ˜๏ธ - MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus +- [KashiwaByte/vikingdb-mcp-server](https://github.com/KashiwaByte/vikingdb-mcp-server) ๐Ÿ โ˜๏ธ - VikingDB integration with collection and index introduction, vector store and search capabilities. +- [kiliczsh/mcp-mongo-server](https://github.com/kiliczsh/mcp-mongo-server) ๐Ÿ“‡ ๐Ÿ  - A Model Context Protocol Server for MongoDB +- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) ๐Ÿ ๐Ÿ  - DuckDB database integration with schema inspection and query capabilities +- [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) ๐Ÿ โ˜๏ธ - BigQuery database integration with schema inspection and query capabilities +- [mcp-server-jdbc](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc) โ˜• ๐Ÿ  - Connect to any JDBC-compatible database and query, insert, update, delete, and more. +- [memgraph/mcp-memgraph](https://github.com/memgraph/mcp-memgraph) ๐Ÿ ๐Ÿ  - Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource. +- [modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) ๐Ÿ“‡ ๐Ÿ  - PostgreSQL database integration with schema inspection and query capabilities +- [modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) ๐Ÿ ๐Ÿ  - SQLite database operations with built-in analysis features +- [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j) ๐Ÿ ๐Ÿ  - Model Context Protocol with Neo4j +- [neondatabase/mcp-server-neon](https://github.com/neondatabase/mcp-server-neon) ๐Ÿ“‡ โ˜๏ธ โ€” An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres +- [niledatabase/nile-mcp-server](https://github.com/niledatabase/nile-mcp-server) MCP server for Nile's Postgres platform - Manage and query Postgres databases, tenants, users, auth using LLMs - [openlink/mcp-server-odbc](https://github.com/OpenLinkSoftware/mcp-odbc-server) ๐Ÿ ๐Ÿ  - An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol - [openlink/mcp-server-sqlalchemy](https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server) ๐Ÿ ๐Ÿ  - An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc) +- [pab1it0/adx-mcp-server](https://github.com/pab1it0/adx-mcp-server) ๐Ÿ โ˜๏ธ - Query and analyze Azure Data Explorer databases +- [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server) ๐Ÿ โ˜๏ธ - Query and analyze Prometheus, open-source monitoring system. +- [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) ๐Ÿ ๐Ÿ  - A Qdrant MCP server +- [QuantGeekDev/mongo-mcp](https://github.com/QuantGeekDev/mongo-mcp) ๐Ÿ“‡ ๐Ÿ  - MongoDB integration that enables LLMs to interact directly with databases. +- [rashidazarang/airtable-mcp](https://github.com/rashidazarang/airtable-mcp) ๐Ÿ โ˜๏ธ - Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface. +- [runekaagaard/mcp-alchemy](https://github.com/runekaagaard/mcp-alchemy) ๐Ÿ ๐Ÿ  - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities. +- [sirmews/mcp-pinecone](https://github.com/sirmews/mcp-pinecone) ๐Ÿ โ˜๏ธ - Pinecone integration with vector search capabilities +- [TheRaLabs/legion-mcp](https://github.com/TheRaLabs/legion-mcp) ๐Ÿ ๐Ÿ  Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite. +- [tinybirdco/mcp-tinybird](https://github.com/tinybirdco/mcp-tinybird) ๐Ÿ โ˜๏ธ - Tinybird integration with query and API capabilities +- [tradercjz/dolphindb-mcp-server](https://github.com/tradercjz/dolphindb-mcp-server) ๐Ÿ โ˜๏ธ - TDolphinDB database integration with schema inspection and query capabilities +- [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) ๐Ÿ ๐Ÿ“‡ โ˜๏ธ - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store. +- [XGenerationLab/xiyan_mcp_server](https://github.com/XGenerationLab/xiyan_mcp_server) ๐Ÿ“‡ โ˜๏ธ โ€” An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM. +- [xing5/mcp-google-sheets](https://github.com/xing5/mcp-google-sheets) ๐Ÿ โ˜๏ธ - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API. +- [zilliztech/mcp-server-milvus](https://github.com/zilliztech/mcp-server-milvus) ๐Ÿ ๐Ÿ  โ˜๏ธ - MCP Server for Milvus / Zilliz, making it possible to interact with your database. ### ๐Ÿ“Š Data Platforms Data Platforms for data integration, transformation and pipeline orchestration. -- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. +- [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. ### ๐Ÿ’ป Developer Tools Tools and integrations that enhance the development workflow and environment management. - [21st-dev/Magic-MCP](https://github.com/21st-dev/magic-mcp) - Create crafted UI components inspired by the best 21st.dev design engineers. -- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Talk to your LLM observability, traces and monitoring captured by Opik using natural language. -- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) ๐Ÿ“‡ ๐Ÿ  - Provide coding agents direct access to Figma data to help them one-shot design implementation. -- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) ๐ŸŽ๏ธ ๐Ÿ  - Docker container management and operations through MCP -- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) ๐Ÿ“‡ ๐Ÿ  - An MCP server to flexibly fetch JSON, text, and HTML data -- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Xcode integration for project management, file operations, and build automation -- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) ๐ŸŽ๏ธ ๐Ÿ  - Connect any HTTP/REST API server using an Open API spec (v3) -- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  - Connect to JetBrains IDE -- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) ๐Ÿ“‡ - Connect to VSCode ide and use semantic tools like `find_usages` -- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) ๐Ÿ ๐Ÿ  - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage. -- [@joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) ๐Ÿ“‡ ๐Ÿ  - An MCP server to control iOS Simulators -- [@joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) ๐Ÿ“‡ ๐Ÿ  - An MCP server to communicate with the App Store Connect API for iOS Developers -- [@sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) ๐Ÿ“‡ ๐Ÿ  - An MCP Server to help LLMs suggest the latest stable package versions when writing code. -- [@delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/) -- [@Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) ๐Ÿฆ€ ๐Ÿ  - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization. -- [@vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) ๐Ÿ—„๏ธ ๐Ÿš€ - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. -- [@pskill9/website-downloader](https://github.com/pskill9/website-downloader) ๐Ÿ—„๏ธ ๐Ÿš€ - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally. -- [@lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) ๐Ÿ“‡ ๐Ÿ  ๐Ÿ› ๏ธ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. -- [@j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) ๐Ÿ - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot) -- [@haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) ๐Ÿ ๐Ÿ  - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae). -- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) ๐ŸŽ Build iOS Xcode workspace/project and feed back errors to llm. -- [@jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) ๐Ÿ“‡ ๐Ÿ  - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. -- [@Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain. -- [@xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) ๐Ÿ“‡ ๐Ÿ  - An implementation project of a JVM-based MCP (Model Context Protocol) server. -- [@yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) ๐Ÿ ๐Ÿ  - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client. -- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) ๐Ÿ“‡ ๐Ÿ  - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io). -- [@langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) ๐Ÿ ๐Ÿ  - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management. -- [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) ๐Ÿ ๐Ÿ  - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework. -- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) ๐ŸŽ–๏ธ๐Ÿโ˜๏ธ๐ŸŽ - MCP server for the incident management platform [Rootly](https://rootly.com/). -- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) ๐Ÿ ๐Ÿ  - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap. -- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) ๐Ÿ ๐Ÿ  - MCP server for local compression of various image formats. -- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) ๐Ÿ ๐Ÿ  - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support. -- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) ๐Ÿ ๐Ÿ  ๐Ÿง ๐ŸŽ - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling. -- [@sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) ๐Ÿฆ€ โ˜๏ธ ๐Ÿ  - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses -- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) ๐Ÿ ๐Ÿ  - MCP server for the POX SDN controller to provides network control and management capabilities. -- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements. -- [User Feedback](https://github.com/mrexodia/user-feedback-mcp) ๐Ÿ ๐Ÿ  - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. -- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai). -- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix). - [admica/FileScopeMCP](https://github.com/admica/FileScopeMCP) ๐Ÿ ๐Ÿ“‡ ๐Ÿฆ€ - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase. -- [octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) - ๐Ÿ“‡ โ˜๏ธ lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail. -- [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) ๐Ÿ“‡ ๐Ÿ  - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs -- [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) ๐Ÿ  - Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting -- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) ๐Ÿ ๐Ÿ  - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations. -- [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) ๐Ÿ“‡ ๐Ÿ  - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data +- [api7/apisix-mcp](https://github.com/api7/apisix-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix). - [automation-ai-labs/mcp-link](https://github.com/automation-ai-labs/mcp-link) ๐ŸŽ๏ธ ๐Ÿ  - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema) +- [Coment-ML/Opik-MCP](https://github.com/comet-ml/opik-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Talk to your LLM observability, traces and monitoring captured by Opik using natural language. +- [davidlin2k/pox-mcp-server](https://github.com/davidlin2k/pox-mcp-server) ๐Ÿ ๐Ÿ  - MCP server for the POX SDN controller to provides network control and management capabilities. +- [delano/postman-mcp-server](https://github.com/delano/postman-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/) +- [flipt-io/mcp-server-flipt](https://github.com/flipt-io/mcp-server-flipt) ๐Ÿ“‡ ๐Ÿ  - Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io). +- [GLips/Figma-Context-MCP](https://github.com/GLips/Figma-Context-MCP) ๐Ÿ“‡ ๐Ÿ  - Provide coding agents direct access to Figma data to help them one-shot design implementation. +- [gofireflyio/firefly-mcp](https://github.com/gofireflyio/firefly-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai). +- [Govcraft/rust-docs-mcp-server](https://github.com/Govcraft/rust-docs-mcp-server) ๐Ÿฆ€ ๐Ÿ  - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization. +- [haris-musa/excel-mcp-server](https://github.com/haris-musa/excel-mcp-server) ๐Ÿ ๐Ÿ  - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae). +- [higress-group/higress-ops-mcp-server](https://github.com/higress-group/higress-ops-mcp-server) ๐Ÿ ๐Ÿ  - MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations. - [hungthai1401/bruno-mcp](https://github.com/hungthai1401/bruno-mcp) ๐Ÿ“‡ ๐Ÿ  - A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/). +- [hyperb1iss/droidmind](https://github.com/hyperb1iss/droidmind) ๐Ÿ ๐Ÿ  - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework. +- [IlyaGulya/gradle-mcp-server](https://github.com/IlyaGulya/gradle-mcp-server) ๐Ÿ  - Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting +- [InhiblabCore/mcp-image-compression](https://github.com/InhiblabCore/mcp-image-compression) ๐Ÿ ๐Ÿ  - MCP server for local compression of various image formats. +- [ios-simulator-mcp](https://github.com/joshuayoes/ios-simulator-mcp) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements. +- [j4c0bs/mcp-server-sql-analyzer](https://github.com/j4c0bs/mcp-server-sql-analyzer) ๐Ÿ - MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot) +- [jasonjmcghee/claude-debugs-for-you](https://github.com/jasonjmcghee/claude-debugs-for-you) ๐Ÿ“‡ ๐Ÿ  - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation. +- [jetbrains/mcpProxy](https://github.com/JetBrains/mcpProxy) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  - Connect to JetBrains IDE +- [Jktfe/serveMyAPI](https://github.com/Jktfe/serveMyAPI) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain. +- [joshuarileydev/app-store-connect-mcp-server](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) ๐Ÿ“‡ ๐Ÿ  - An MCP server to communicate with the App Store Connect API for iOS Developers +- [joshuarileydev/simulator-mcp-server](https://github.com/JoshuaRileyDev/simulator-mcp-server) ๐Ÿ“‡ ๐Ÿ  - An MCP server to control iOS Simulators +- [lamemind/mcp-server-multiverse](https://github.com/lamemind/mcp-server-multiverse) ๐Ÿ“‡ ๐Ÿ  ๐Ÿ› ๏ธ - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations. +- [langfuse/mcp-server-langfuse](https://github.com/langfuse/mcp-server-langfuse) ๐Ÿ ๐Ÿ  - MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management. +- [mrexodia/user-feedback-mcp](https://github.com/mrexodia/user-feedback-mcp) ๐Ÿ ๐Ÿ  - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. +- [OctoMind-dev/octomind-mcp](https://github.com/OctoMind-dev/octomind-mcp) - ๐Ÿ“‡ โ˜๏ธ lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail. +- [pskill9/website-downloader](https://github.com/pskill9/website-downloader) ๐Ÿ—„๏ธ ๐Ÿš€ - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally. +- [QuantGeekDev/docker-mcp](https://github.com/QuantGeekDev/docker-mcp) ๐ŸŽ๏ธ ๐Ÿ  - Docker container management and operations through MCP +- [r-huijts/xcode-mcp-server](https://github.com/r-huijts/xcode-mcp-server) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Xcode integration for project management, file operations, and build automation +- [ReAPI-com/mcp-openapi](https://github.com/ReAPI-com/mcp-openapi) ๐Ÿ“‡ ๐Ÿ  - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data +- [Rootly-AI-Labs/Rootly-MCP-server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server) ๐ŸŽ–๏ธ๐Ÿโ˜๏ธ๐ŸŽ - MCP server for the incident management platform [Rootly](https://rootly.com/). +- [sammcj/mcp-package-version](https://github.com/sammcj/mcp-package-version) ๐Ÿ“‡ ๐Ÿ  - An MCP Server to help LLMs suggest the latest stable package versions when writing code. +- [sapientpants/sonarqube-mcp-server](https://github.com/sapientpants/sonarqube-mcp-server) ๐Ÿฆ€ โ˜๏ธ ๐Ÿ  - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses +- [SDGLBL/mcp-claude-code](https://github.com/SDGLBL/mcp-claude-code) ๐Ÿ ๐Ÿ  - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support. +- [snaggle-ai/openapi-mcp-server](https://github.com/snaggle-ai/openapi-mcp-server) ๐ŸŽ๏ธ ๐Ÿ  - Connect any HTTP/REST API server using an Open API spec (v3) +- [stass/lldb-mcp](https://github.com/stass/lldb-mcp) ๐Ÿ ๐Ÿ  ๐Ÿง ๐ŸŽ - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling. +- [tumf/mcp-text-editor](https://github.com/tumf/mcp-text-editor) ๐Ÿ ๐Ÿ  - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage. +- [vivekvells/mcp-pandoc](https://github.com/vivekVells/mcp-pandoc) ๐Ÿ—„๏ธ ๐Ÿš€ - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. +- [VSCode Devtools](https://github.com/biegehydra/BifrostMCP) ๐Ÿ“‡ - Connect to VSCode ide and use semantic tools like `find_usages` +- [xcodebuild](https://github.com/ShenghaiWang/xcodebuild) ๐ŸŽ Build iOS Xcode workspace/project and feed back errors to llm. +- [xzq.xu/jvm-mcp-server](https://github.com/xzq-xu/jvm-mcp-server) ๐Ÿ“‡ ๐Ÿ  - An implementation project of a JVM-based MCP (Model Context Protocol) server. +- [yangkyeongmo@/mcp-server-apache-airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow) ๐Ÿ ๐Ÿ  - MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client. +- [YuChenSSR/mindmap-mcp-server](https://github.com/YuChenSSR/mindmap-mcp-server) ๐Ÿ ๐Ÿ  - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap. - [YuChenSSR/multi-ai-advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp) ๐Ÿ“‡ ๐Ÿ  - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question. +- [yWorks/mcp-typescribe](https://github.com/yWorks/mcp-typescribe) ๐Ÿ“‡ ๐Ÿ  - MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs +- [zcaceres/fetch-mcp](https://github.com/zcaceres/fetch-mcp) ๐Ÿ“‡ ๐Ÿ  - An MCP server to flexibly fetch JSON, text, and HTML data - [zenml-io/mcp-zenml](https://github.com/zenml-io/mcp-zenml) ๐Ÿ ๐Ÿ  โ˜๏ธ - An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines ### ๐Ÿงฎ Data Science Tools @@ -327,8 +326,8 @@ Tools and integrations that enhance the development workflow and environment man Integrations and tools designed to simplify data exploration, analysis and enhance data science workflows. - [ChronulusAI/chronulus-mcp](https://github.com/ChronulusAI/chronulus-mcp) ๐Ÿ โ˜๏ธ - Predict anything with Chronulus AI forecasting and prediction agents. +- [reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) ๐Ÿ โ˜๏ธ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. - [zcaceres/markdownify-mcp](https://github.com/zcaceres/markdownify-mcp) ๐Ÿ“‡ ๐Ÿ  - An MCP server to convert almost any file or web content into Markdown -- [@reading-plus-ai/mcp-server-data-exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration) ๐Ÿ โ˜๏ธ - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. ### ๐Ÿ“Ÿ Embedded System @@ -340,86 +339,86 @@ Provides access to documentation and shortcuts for working on embedded devices. Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories. -- [@modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) ๐Ÿ“‡ ๐Ÿ  - Direct local file system access. -- [@modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) ๐Ÿ“‡ โ˜๏ธ - Google Drive integration for listing, reading, and searching files -- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Box integration for listing, reading and searching files -- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) ๐ŸŽ๏ธ ๐Ÿ  - Golang implementation for local file system access. -- [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) ๐Ÿ ๐Ÿ  ๐ŸชŸ - Fast Windows file search using Everything SDK - [cyberchitta/llm-context.py](https://github.com/cyberchitta/llm-context.py) ๐Ÿ ๐Ÿ  - Share code context with LLMs via MCP or clipboard -- [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) โ˜• ๐Ÿ  - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image. -- [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) ๐Ÿ ๐Ÿ  โ˜๏ธ - Access any storage with Apache OpenDALโ„ข - [exoticknight/mcp-file-merger](https://github.com/exoticknight/mcp-file-merger) ๐ŸŽ๏ธ ๐Ÿ  - File merger tool, suitable for AI chat length limits. +- [filesystem@quarkiverse/quarkus-mcp-servers](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/filesystem) โ˜• ๐Ÿ  - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image. +- [hmk/box-mcp-server](https://github.com/hmk/box-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Box integration for listing, reading and searching files +- [mamertofabian/mcp-everything-search](https://github.com/mamertofabian/mcp-everything-search) ๐Ÿ ๐Ÿ  ๐ŸชŸ - Fast Windows file search using Everything SDK +- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) ๐ŸŽ๏ธ ๐Ÿ  - Golang implementation for local file system access. +- [modelcontextprotocol/server-filesystem](https://github.com/modelcontextprotocol/servers/tree/main/src/filesystem) ๐Ÿ“‡ ๐Ÿ  - Direct local file system access. +- [modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) ๐Ÿ“‡ โ˜๏ธ - Google Drive integration for listing, reading, and searching files +- [Xuanwo/mcp-server-opendal](https://github.com/Xuanwo/mcp-server-opendal) ๐Ÿ ๐Ÿ  โ˜๏ธ - Access any storage with Apache OpenDALโ„ข ### ๐Ÿ’ฐ Finance & Fintech Financial data access and analysis tools. Enables AI models to work with market data, trading platforms, and financial information. -- [@SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) ๐Ÿ โ˜๏ธ - An MCP tool that provides cryptocurrency market data using the CoinGecko API. -- [@SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) ๐Ÿ โ˜๏ธ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API. -- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) ๐ŸŽ–๏ธ โ›…๏ธ ๐Ÿ  ๐Ÿ - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains -- [@base/base-mcp](https://github.com/base/base-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations -- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) ๐Ÿ“‡ โ˜๏ธ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys - [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) ๐Ÿ โ˜๏ธ - Coinmarket API integration to fetch cryptocurrency listings and quotes -- [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) ๐Ÿ โ˜๏ธ - Alpha Vantage API integration to fetch both stock and crypto information -- [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) ๐Ÿ โ˜๏ธ - Tastyworks API integration to handle trading activities on Tastytrade -- [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) ๐Ÿ โ˜๏ธ - Yahoo Finance integration to fetch stock market data including options recommendations -- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect -- [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. -- [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. -- [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) ๐Ÿ โ˜๏ธ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [bankless/onchain-mcp](https://github.com/Bankless/onchain-mcp/) ๐Ÿ“‡ โ˜๏ธ - Bankless Onchain API to interact with smart contracts, query transaction and token information -- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) ๐Ÿ โ˜๏ธ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. -- [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) ๐Ÿ โ˜๏ธ - A mcp server for tracking cryptocurrency whale transactions. +- [base/base-mcp](https://github.com/base/base-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations +- [berlinbra/alpha-vantage-mcp](https://github.com/berlinbra/alpha-vantage-mcp) ๐Ÿ โ˜๏ธ - Alpha Vantage API integration to fetch both stock and crypto information +- [chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). +- [ferdousbhai/investor-agent](https://github.com/ferdousbhai/investor-agent) ๐Ÿ โ˜๏ธ - Yahoo Finance integration to fetch stock market data including options recommendations +- [ferdousbhai/tasty-agent](https://github.com/ferdousbhai/tasty-agent) ๐Ÿ โ˜๏ธ - Tastyworks API integration to handle trading activities on Tastytrade +- [getalby/nwc-mcp-server](https://github.com/getalby/nwc-mcp-server) ๐Ÿ“‡ ๐Ÿ  - Bitcoin Lightning wallet integration powered by Nostr Wallet Connect +- [heurist-network/heurist-mesh-mcp-server](https://github.com/heurist-network/heurist-mesh-mcp-server) ๐ŸŽ–๏ธ โ›…๏ธ ๐Ÿ  ๐Ÿ - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains - [kukapay/crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp) ๐Ÿ โ˜๏ธ - Providing real-time and historical Crypto Fear & Greed Index data. +- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) ๐Ÿ โ˜๏ธ - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie. +- [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) ๐Ÿ โ˜๏ธ - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. +- [kukapay/cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server) ๐Ÿ โ˜๏ธ - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - [kukapay/dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp) ๐Ÿ โ˜๏ธ - A mcp server that bridges Dune Analytics data to AI agents. -- [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) ๐Ÿ ๐Ÿ  - A ledger-cli integration for managing financial transactions and generating reports. +- [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) ๐Ÿ โ˜๏ธ - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. +- [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) ๐Ÿ โ˜๏ธ - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. - [kukapay/pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp) ๐Ÿ โ˜๏ธ - An MCP server that tracks newly created pools on Pancake Swap. +- [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) ๐Ÿ โ˜๏ธ - An MCP server that detects potential risks in Solana meme tokens. +- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) ๐Ÿ โ˜๏ธ - An MCP server that powers AI agents with indexed blockchain data from The Graph. +- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) ๐Ÿ โ˜๏ธ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. +- [kukapay/token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp) ๐Ÿ โ˜๏ธ - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. - [kukapay/uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp) ๐Ÿ โ˜๏ธ - An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains. - [kukapay/uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp) ๐Ÿ โ˜๏ธ - An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. -- [kukapay/token-minter-mcp](https://github.com/kukapay/token-minter-mcp) ๐Ÿ โ˜๏ธ - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. -- [kukapay/thegraph-mcp](https://github.com/kukapay/thegraph-mcp) ๐Ÿ โ˜๏ธ - An MCP server that powers AI agents with indexed blockchain data from The Graph. -- [@chargebee/mcp](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/). +- [kukapay/whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp) ๐Ÿ โ˜๏ธ - A mcp server for tracking cryptocurrency whale transactions. - [longportapp/openapi](https://github.com/longportapp/openapi/tree/main/mcp) - ๐Ÿ โ˜๏ธ - LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP. +- [mcpdotdirect/evm-mcp-server](https://github.com/mcpdotdirect/evm-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. +- [mcpdotdirect/starknet-mcp-server](https://github.com/mcpdotdirect/starknet-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers. +- [minhyeoky/mcp-server-ledger](https://github.com/minhyeoky/mcp-server-ledger) ๐Ÿ ๐Ÿ  - A ledger-cli integration for managing financial transactions and generating reports. +- [narumiruna/yfinance-mcp](https://github.com/narumiruna/yfinance-mcp) ๐Ÿ โ˜๏ธ - An MCP server that uses yfinance to obtain information from Yahoo Finance. - [pwh-pwh/coin-mcp-server](https://github.com/pwh-pwh/coin-mcp-server) ๐Ÿ โ˜๏ธ - Bitget API to fetch cryptocurrency price. -- [kukapay/jupiter-mcp](https://github.com/kukapay/jupiter-mcp) ๐Ÿ โ˜๏ธ - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. -- [kukapay/crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp) ๐Ÿ โ˜๏ธ - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie. -- [kukapay/token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp) ๐Ÿ โ˜๏ธ - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. -- [kukapay/crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp) ๐Ÿ โ˜๏ธ - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. -- [kukapay/rug-check-mcp](https://github.com/kukapay/rug-check-mcp) ๐Ÿ โ˜๏ธ - An MCP server that detects potential risks in Solana meme tokens. -- [kukapay/freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp) ๐Ÿ โ˜๏ธ - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. +- [QuantGeekDev/coincap-mcp](https://github.com/QuantGeekDev/coincap-mcp) ๐Ÿ“‡ โ˜๏ธ - Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys +- [SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop.git) ๐Ÿ โ˜๏ธ - An MCP tool that provides cryptocurrency market data using the CoinGecko API. +- [SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop](https://github.com/SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop.git) ๐Ÿ โ˜๏ธ - An MCP tool that provides stock market data and analysis using the Yahoo Finance API. ### ๐ŸŽฎ Gaming Integration with gaming related data, game engines, and services -- [pab1ito/chess-mcp](https://github.com/pab1ito/chess-mcp) ๐Ÿ โ˜๏ธ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. -- [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) ๐Ÿ“‡ ๐Ÿ  - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. -- [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) ๐Ÿ โ˜๏ธ - An MCP server for real-time Fantasy Premier League data and analysis tools. - [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity) ๐Ÿ“‡ #๏ธโƒฃ ๐Ÿ  - MCP Server for Unity3d Game Engine integration for game development +- [Coding-Solo/godot-mcp](https://github.com/Coding-Solo/godot-mcp) ๐Ÿ“‡ ๐Ÿ  - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects. +- [pab1ito/chess-mcp](https://github.com/pab1ito/chess-mcp) ๐Ÿ โ˜๏ธ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. +- [rishijatia/fantasy-pl-mcp](https://github.com/rishijatia/fantasy-pl-mcp/) ๐Ÿ โ˜๏ธ - An MCP server for real-time Fantasy Premier League data and analysis tools. ### ๐Ÿง  Knowledge & Memory Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions. -- [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) ๐Ÿ“‡ ๐Ÿ  - Knowledge graph-based persistent memory system for maintaining context -- [/CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) ๐Ÿ“‡ ๐Ÿ  - Enhanced graph-based memory with a focus on AI role-play and story generation -- [/topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) ๐Ÿ“‡ ๐Ÿ  - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources -- [@hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) ๐Ÿ ๐Ÿ  - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context -- [@kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) ๐Ÿ“‡ โ˜๏ธ - A connector for LLMs to work with collections and sources on your Zotero Cloud -- [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) ๐Ÿ“• โ˜๏ธ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content +- [CheMiguel23/MemoryMesh](https://github.com/CheMiguel23/MemoryMesh) ๐Ÿ“‡ ๐Ÿ  - Enhanced graph-based memory with a focus on AI role-play and story generation - [graphlit-mcp-server](https://github.com/graphlit/graphlit-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline. -- [@mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) ๐Ÿ ๐Ÿ  - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf +- [hannesrudolph/mcp-ragdocs](https://github.com/hannesrudolph/mcp-ragdocs) ๐Ÿ ๐Ÿ  - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context +- [kaliaboi/mcp-zotero](https://github.com/kaliaboi/mcp-zotero) ๐Ÿ“‡ โ˜๏ธ - A connector for LLMs to work with collections and sources on your Zotero Cloud +- [mcp-summarizer](https://github.com/0xshellming/mcp-summarizer) ๐Ÿ“• โ˜๏ธ - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content +- [mem0ai/mem0-mcp](https://github.com/mem0ai/mem0-mcp) ๐Ÿ ๐Ÿ  - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf +- [modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) ๐Ÿ“‡ ๐Ÿ  - Knowledge graph-based persistent memory system for maintaining context +- [topoteretes/cognee](https://github.com/topoteretes/cognee/tree/dev/cognee-mcp) ๐Ÿ“‡ ๐Ÿ  - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources ### ๐Ÿ—บ๏ธ Location Services Location-based services and mapping tools. Enables AI models to work with geographic data, weather information, and location-based analytics. -- [@SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) ๐Ÿ โ˜๏ธ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. -- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) ๐Ÿ“‡ โ˜๏ธ - Google Maps integration for location services, routing, and place details +- [briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) ๐Ÿ โ˜๏ธ - IP address geolocation and network information using IPInfo API +- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) ๐Ÿ โ˜๏ธ - An MCP server for nearby place searches with IP-based location detection. +- [modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) ๐Ÿ“‡ โ˜๏ธ - Google Maps integration for location services, routing, and place details +- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. +- [SaintDoresh/Weather-MCP-ClaudeDesktop](https://github.com/SaintDoresh/Weather-MCP-ClaudeDesktop.git) ๐Ÿ โ˜๏ธ - An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API. - [SecretiveShell/MCP-timeserver](https://github.com/SecretiveShell/MCP-timeserver) ๐Ÿ ๐Ÿ  - Access the time in any timezone and get the current local time - [webcoderz/MCP-Geo](https://github.com/webcoderz/MCP-Geo) ๐Ÿ ๐Ÿ  - Geocoding MCP server for nominatim, ArcGIS, Bing -- [@briandconnelly/mcp-server-ipinfo](https://github.com/briandconnelly/mcp-server-ipinfo) ๐Ÿ โ˜๏ธ - IP address geolocation and network information using IPInfo API -- [QGIS MCP](https://github.com/jjsantos01/qgis_mcp) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. -- [kukapay/nearby-search-mcp](https://github.com/kukapay/nearby-search-mcp) ๐Ÿ โ˜๏ธ - An MCP server for nearby place searches with IP-based location detection. ### ๐ŸŽฏ Marketing @@ -431,61 +430,61 @@ Tools for creating and editing marketing content, working with web meta data, pr Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. -- [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production contextโ€”logs, metrics, and tracesโ€”into your local environment to auto-fix code faster -- [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) ๐Ÿ โ˜๏ธ - Sentry.io integration for error tracking and performance monitoring -- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) ๐Ÿ“‡ โ˜๏ธ - Raygun API V3 integration for crash reporting and real user monitoring -- [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) ๐ŸŽ–๏ธ ๐ŸŽ๏ธ โ˜๏ธ - Query and interact with kubernetes environments monitored by Metoro - [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) ๐ŸŽ–๏ธ ๐Ÿ ๐Ÿ  โ˜๏ธ - Search dashboards, investigate incidents and query datasources in your Grafana instance +- [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) ๐Ÿ ๐Ÿ  - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities +- [last9/last9-mcp-server](https://github.com/last9/last9-mcp-server) - Seamlessly bring real-time production contextโ€”logs, metrics, and tracesโ€”into your local environment to auto-fix code faster +- [metoro-io/metoro-mcp-server](https://github.com/metoro-io/metoro-mcp-server) ๐ŸŽ–๏ธ ๐ŸŽ๏ธ โ˜๏ธ - Query and interact with kubernetes environments monitored by Metoro +- [modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) ๐Ÿ“‡ โ˜๏ธ - Raygun API V3 integration for crash reporting and real user monitoring +- [modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) ๐Ÿ โ˜๏ธ - Sentry.io integration for error tracking and performance monitoring - [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) ๐ŸŽ–๏ธ ๐Ÿ โ˜๏ธ - Provides access to OpenTelemetry traces and metrics through Logfire - [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) ๐ŸŽ๏ธ ๐Ÿ  - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.๏ผˆsupport CPUใ€Memoryใ€Diskใ€Networkใ€Hostใ€Process๏ผ‰ -- [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) ๐Ÿ ๐Ÿ  - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities ### ๐Ÿ”Ž Search & Data Extraction -- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) ๐Ÿ“‡ โ˜๏ธ - Web search capabilities using Brave's Search API -- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/) -- [@angheljf/nyt](https://github.com/angheljf/nyt) ๐Ÿ“‡ โ˜๏ธ - Search articles using the NYTimes API -- [@modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) ๐Ÿ ๐Ÿ  โ˜๏ธ - Efficient web content fetching and processing for AI consumption - [ac3xx/mcp-servers-kagi](https://github.com/ac3xx/mcp-servers-kagi) ๐Ÿ“‡ โ˜๏ธ - Kagi search API integration -- [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ โ€“ A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. -- [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) ๐Ÿ“‡ โ˜๏ธ - Search via search1api (requires paid API key) -- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) โ˜๏ธ ๐Ÿ โ€“ Tavily AI search API -- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) โ˜๏ธ ๐Ÿ“‡ โ€“ Tavily AI search API -- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) โ˜๏ธ ๐Ÿ - Search ArXiv research papers -- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) ๐Ÿ”๐Ÿ“š - Search Google and do deep web research on any topic - [andybrandt/mcp-simple-arxiv](https://github.com/andybrandt/mcp-simple-arxiv) - ๐Ÿ โ˜๏ธ MCP for LLM to search and read papers from arXiv - [andybrandt/mcp-simple-pubmed](https://github.com/andybrandt/mcp-simple-pubmed) - ๐Ÿ โ˜๏ธ MCP to search and read medical / life sciences papers from PubMed. +- [angheljf/nyt](https://github.com/angheljf/nyt) ๐Ÿ“‡ โ˜๏ธ - Search articles using the NYTimes API - [apify/mcp-server-rag-web-browser](https://github.com/apify/mcp-server-rag-web-browser) ๐Ÿ“‡ โ˜๏ธ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown. -- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) ๐Ÿ ๐Ÿ  - An MCP Server to connect to searXNG instances - [Bigsy/Clojars-MCP-Server](https://github.com/Bigsy/Clojars-MCP-Server) ๐Ÿ“‡ โ˜๏ธ - Clojars MCP Server for upto date dependency information of Clojure libraries -- [Ihor-Sokoliuk/MCP-SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) ๐Ÿ“‡ ๐Ÿ /โ˜๏ธ - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) -- [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) ๐Ÿ โ˜๏ธ - An MCP server to search Hacker News, get top stories, and more. +- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) โ˜๏ธ ๐Ÿ - Search ArXiv research papers - [chanmeng/google-news-mcp-server](https://github.com/ChanMeng666/server-google-news) ๐Ÿ“‡ โ˜๏ธ - Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/). +- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) ๐Ÿ ๐Ÿ  โ˜๏ธ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool. - [devflowinc/trieve](https://github.com/devflowinc/trieve/tree/main/clients/mcp-server) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai) +- [Dumpling-AI/mcp-server-dumplingai](https://github.com/Dumpling-AI/mcp-server-dumplingai) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/) +- [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) ๐Ÿ โ˜๏ธ - An MCP server to search Hacker News, get top stories, and more. +- [exa-labs/exa-mcp-server](https://github.com/exa-labs/exa-mcp-server) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ โ€“ A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way. +- [fatwang2/search1api-mcp](https://github.com/fatwang2/search1api-mcp) ๐Ÿ“‡ โ˜๏ธ - Search via search1api (requires paid API key) +- [hellokaton/unsplash-mcp-server](https://github.com/hellokaton/unsplash-mcp-server)) ๐Ÿ โ˜๏ธ - A MCP server for Unsplash image search. +- [Ihor-Sokoliuk/MCP-SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng) ๐Ÿ“‡ ๐Ÿ /โ˜๏ธ - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) +- [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) ๐Ÿ“‡ ๐Ÿ  - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format. +- [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) ๐Ÿ“‡ ๐Ÿ  - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. +- [kshern/mcp-tavily](https://github.com/kshern/mcp-tavily.git) โ˜๏ธ ๐Ÿ“‡ โ€“ Tavily AI search API +- [modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) ๐Ÿ“‡ โ˜๏ธ - Web search capabilities using Brave's Search API +- [modelcontextprotocol/server-fetch](https://github.com/modelcontextprotocol/servers/tree/main/src/fetch) ๐Ÿ ๐Ÿ  โ˜๏ธ - Efficient web content fetching and processing for AI consumption +- [mzxrai/mcp-webresearch](https://github.com/mzxrai/mcp-webresearch) ๐Ÿ”๐Ÿ“š - Search Google and do deep web research on any topic - [nickclyde/duckduckgo-mcp-server](https://github.com/nickclyde/duckduckgo-mcp-server) ๐Ÿ โ˜๏ธ - Web search using DuckDuckGo +- [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) ๐Ÿ“‡ โ˜๏ธ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting. +- [SecretiveShell/MCP-searxng](https://github.com/SecretiveShell/MCP-searxng) ๐Ÿ ๐Ÿ  - An MCP Server to connect to searXNG instances +- [tinyfish-io/agentql-mcp](https://github.com/tinyfish-io/agentql-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities. +- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) โ˜๏ธ ๐Ÿ โ€“ Tavily AI search API +- [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) โ˜๏ธ ๐Ÿ“‡ - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. - [zhsama/duckduckgo-mcp-server](https://github.com/zhsama/duckduckgo-mpc-server/) ๐Ÿ“‡ ๐Ÿ  โ˜๏ธ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. - [zoomeye-ai/mcp_zoomeye](https://github.com/zoomeye-ai/mcp_zoomeye) ๐Ÿ“‡ โ˜๏ธ - Querying network asset information by ZoomEye MCP Server -- [ConechoAI/openai-websearch-mcp](https://github.com/ConechoAI/openai-websearch-mcp/) ๐Ÿ ๐Ÿ  โ˜๏ธ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool. -- [vectorize-io/vectorize-mcp-server](https://github.com/vectorize-io/vectorize-mcp-server/) โ˜๏ธ ๐Ÿ“‡ - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. -- [jae-jae/fetcher-mcp](https://github.com/jae-jae/fetcher-mcp) ๐Ÿ“‡ ๐Ÿ  - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format. -- [hellokaton/unsplash-mcp-server](https://github.com/hellokaton/unsplash-mcp-server)) ๐Ÿ โ˜๏ธ - A MCP server for Unsplash image search. -- [reading-plus-ai/mcp-server-deep-research](https://github.com/reading-plus-ai/mcp-server-deep-research) ๐Ÿ“‡ โ˜๏ธ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting. -- [jae-jae/g-search-mcp](https://github.com/jae-jae/g-search-mcp) ๐Ÿ“‡ ๐Ÿ  - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. -- [tinyfish-io/agentql-mcp](https://github.com/tinyfish-io/agentql-mcp) ๐ŸŽ–๏ธ ๐Ÿ“‡ โ˜๏ธ - MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities. ### ๐Ÿ”’ Security -- [dnstwist MCP Server](https://github.com/BurtTheCoder/mcp-dnstwist) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. -- [Maigret MCP Server](https://github.com/BurtTheCoder/mcp-maigret) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs. -- [Shodan MCP Server](https://github.com/BurtTheCoder/mcp-shodan) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more. -- [VirusTotal MCP Server](https://github.com/BurtTheCoder/mcp-virustotal) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports. -- [ORKL MCP Server](https://github.com/fr0gger/MCP_Security) ๐Ÿ“‡ โ˜๏ธ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources. -- [Security Audit MCP Server](https://github.com/qianniuspace/mcp-security-audit) ๐Ÿ“‡ โ˜๏ธ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. -- [GhidraMCP](https://github.com/13bm/GhidraMCP) ๐Ÿ โ˜• ๐Ÿ  - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol. -- [Semgrep MCP Server](https://github.com/semgrep/mcp-security-audit) ๐Ÿ“‡ โ˜๏ธ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev). -- [ORKL MCP Server](https://github.com/fr0gger/MCP_Security) ๐Ÿ“‡ โ˜๏ธ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources. -- [Security Audit MCP Server](https://github.com/qianniuspace/mcp-security-audit) ๐Ÿ“‡ โ˜๏ธ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. -- [ROADRecon MCP Server](https://github.com/atomicchonk/roadrecon_mcp_server) ๐Ÿ ๐ŸชŸ ๐Ÿ  MCP server for analyzing ROADrecon gather results from Azure tenant enumeration +- [13bm/GhidraMCP](https://github.com/13bm/GhidraMCP) ๐Ÿ โ˜• ๐Ÿ  - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol. +- [atomicchonk/roadrecon_mcp_server](https://github.com/atomicchonk/roadrecon_mcp_server) ๐Ÿ ๐ŸชŸ ๐Ÿ  MCP server for analyzing ROADrecon gather results from Azure tenant enumeration +- [BurtTheCoder/mcp-dnstwist](https://github.com/BurtTheCoder/mcp-dnstwist) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage. +- [BurtTheCoder/mcp-maigret](https://github.com/BurtTheCoder/mcp-maigret) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs. +- [BurtTheCoder/mcp-shodan](https://github.com/BurtTheCoder/mcp-shodan) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more. +- [BurtTheCoder/mcp-virustotal](https://github.com/BurtTheCoder/mcp-virustotal) ๐Ÿ“‡ ๐ŸชŸ โ˜๏ธ - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports. +- [fr0gger/MCP_Security](https://github.com/fr0gger/MCP_Security) ๐Ÿ“‡ โ˜๏ธ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources. +- [qianniuspace/mcp-security-audit](https://github.com/qianniuspace/mcp-security-audit) ๐Ÿ“‡ โ˜๏ธ A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks. +- [semgrep/mcp-security-audit](https://github.com/semgrep/mcp-security-audit) ๐Ÿ“‡ โ˜๏ธ Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev). +actors, and retrieving intelligence sources. +security vulnerabilities. Built with remote npm registry integration for real-time security checks. ### ๐Ÿƒ Sports @@ -498,141 +497,141 @@ Tools for accessing sports-related data, results, and statistics. Access to travel and transportation information. Enables querying schedules, routes, and real-time travel data. - [Airbnb MCP Server](https://github.com/openbnb-org/mcp-server-airbnb) ๐Ÿ“‡ โ˜๏ธ - Provides tools to search Airbnb and get listing details. -- [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Access Dutch Railways (NS) travel information, schedules, and real-time updates - [KyrieTangSheng/mcp-server-nationalparks](https://github.com/KyrieTangSheng/mcp-server-nationalparks) ๐Ÿ“‡ โ˜๏ธ - National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks +- [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Access Dutch Railways (NS) travel information, schedules, and real-time updates - [pab1it0/tripadvisor-mcp](https://github.com/pab1it0/tripadvisor-mcp) ๐Ÿ“‡ ๐Ÿ - A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces ### ๐Ÿ”„ Version Control Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs. -- [@modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) ๐Ÿ“‡ โ˜๏ธ - GitHub API integration for repository management, PRs, issues, and more -- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - GitLab platform integration for project management and CI/CD operations -- [@oschina/mcp-gitee](https://github.com/oschina/gitee) ๐ŸŽ๏ธ โ˜๏ธ ๐Ÿ  - Gitee API integration, repository, issue, and pull request management, and more. -- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) ๐Ÿ ๐Ÿ  - Direct Git repository operations including reading, searching, and analyzing local repositories - [adhikasp/mcp-git-ingest](https://github.com/adhikasp/mcp-git-ingest) ๐Ÿ ๐Ÿ  - Read and analyze GitHub repositories with your LLM -- [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) ๐Ÿ“‡ โ˜๏ธ - Interact seamlessly with issues and merge requests of your GitLab projects. - [ddukbg/github-enterprise-mcp](https://github.com/ddukbg/github-enterprise-mcp) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - MCP server for GitHub Enterprise API integration +- [kopfrechner/gitlab-mr-mcp](https://github.com/kopfrechner/gitlab-mr-mcp) ๐Ÿ“‡ โ˜๏ธ - Interact seamlessly with issues and merge requests of your GitLab projects. +- [modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) ๐Ÿ ๐Ÿ  - Direct Git repository operations including reading, searching, and analyzing local repositories +- [modelcontextprotocol/server-github](https://github.com/modelcontextprotocol/servers/tree/main/src/github) ๐Ÿ“‡ โ˜๏ธ - GitHub API integration for repository management, PRs, issues, and more +- [modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) ๐Ÿ“‡ โ˜๏ธ ๐Ÿ  - GitLab platform integration for project management and CI/CD operations +- [oschina/mcp-gitee](https://github.com/oschina/gitee) ๐ŸŽ๏ธ โ˜๏ธ ๐Ÿ  - Gitee API integration, repository, issue, and pull request management, and more. ### ๐Ÿ› ๏ธ Other Tools and Integrations -- [j3k0/speech.sh](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) ๐Ÿ  - Let the agent speak things out loud, notify you when he's done working with a quick summary -- [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more -- [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) ๐Ÿ ๐Ÿ  - This server enables LLMs to use calculator for precise numerical calculations -- [ivo-toby/contentful-mcp](https://github.com/ivo-toby/contentful-mcp) ๐Ÿ“‡ ๐Ÿ  - Update, create, delete content, content-models and assets in your Contentful Space -- [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) ๐Ÿ“‡ โ˜๏ธ - Chat with OpenAI's smartest models -- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) ๐ŸŽ๏ธ ๐Ÿ  - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files -- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) ๐Ÿ โ˜๏ธ - Query OpenAI models directly from Claude using MCP protocol -- [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) ๐Ÿ“‡ ๐Ÿ  - MCP server that exercises all the features of the MCP protocol -- [baba786/phabricator-mcp-server](https://github.com/baba786/phabricator-mcp-server) ๐Ÿ โ˜๏ธ - Interacting with Phabricator API -- [bart6114/my-bear-mcp-server](https://github.com/bart6114/my-bear-mcp-server/) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb. -- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) ๐Ÿ โ˜๏ธ ๐Ÿ  - Interacting with Obsidian via REST API -- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) ๐Ÿ“‡ ๐Ÿ  - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault). -- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) ๐Ÿ“‡ โ˜๏ธ - Fetch YouTube subtitles -- [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) ๐Ÿ“‡ โ˜๏ธ - Interact with TikTok videos -- [Badhansen/notion-mcp](https://github.com/Badhansen/notion-mcp) ๐Ÿ โ˜๏ธ - A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently. -- [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) ๐Ÿ โ˜๏ธ - Integrates with Notion's API to manage personal todo lists -- [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) ๐Ÿ ๐Ÿ  - Autonomous shell execution, computer control and coding agent. (Mac) -- [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) ๐Ÿ ๐Ÿ  - Allows the AI to read .ged files and genetic data -- [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) ๐Ÿ ๐Ÿ  - Allows the AI to read from your local Apple Notes database (macOS only) -- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) ๐Ÿ ๐Ÿ  - Coinmarket API integration to fetch cryptocurrency listings and quotes -- [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) ๐Ÿ“‡ ๐Ÿ  - Interacting with Notion API -- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) ๐Ÿ/๐Ÿ“‡ โ˜๏ธ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required -- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) ๐Ÿ“‡ โ˜๏ธ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API. -- [@tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Integrates with Linear project management system -- [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ - Read jira data via JQL and api and execute requests to create and edit tickets. -- [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ - Get Confluence data via CQL and read pages. -- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) ๐Ÿ โ˜๏ธ - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces. -- [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more -- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) ๐Ÿ ๐Ÿ  - An MCP server that installs other MCP servers for you. -- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) ๐Ÿ โ˜๏ธ - Interacting with Perplexity API. -- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) ๐Ÿ โ˜๏ธ - Wikipedia Article lookup API -- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) ๐Ÿ ๐Ÿ โ˜๏ธ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server -- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - ๐Ÿ โ˜๏ธ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant) -- [@llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) ๐Ÿ“‡ โ˜๏ธ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads. -- [zueai/mcp-manager](https://github.com/zueai/mcp-manager) ๐Ÿ“‡ โ˜๏ธ - Simple Web UI to install and manage MCP servers for Claude Desktop App. -- [wong2/mcp-cli](https://github.com/wong2/mcp-cli) ๐Ÿ“‡ ๐Ÿ  - CLI tool for testing MCP servers -- [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) ๐Ÿ ๐Ÿ  - Yet another CLI tool for testing MCP servers -- [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) ๐Ÿ ๐Ÿ  - Generate visualizations from fetched data using the VegaLite format and renderer. -- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) ๐Ÿ“‡ ๐Ÿ  - Access Home Assistant data and control devices (lights, switches, thermostats, etc). -- [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) ๐Ÿ ๐Ÿ  - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control. -- [@magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) ๐Ÿ“‡ โ˜๏ธ - Search and retrieve GIFs from Giphy's vast library through the Giphy API. -- [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) ๐ŸŽ๏ธ ๐Ÿ  - Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab -- [@joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) ๐Ÿ“‡ ๐Ÿ  - An MCP server to list and launch applications on MacOS -- [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats -- [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) ๐Ÿ โ˜๏ธ - An MCP server for querying wolfram alpha API. -- [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) ๐Ÿ“‡ โ˜๏ธ - Use Amazon Nova Canvas model for image generation. -- [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) ๐Ÿ“‡ โ˜๏ธ PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps. -- [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - ๐ŸŽ๏ธ โ˜๏ธ Tools to the query and execute of Dify workflows -- [@pskill9/hn-server](https://github.com/pskill9/hn-server) - ๐Ÿ“‡ โ˜๏ธ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs). -- [@mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - ๐ŸŽ–๏ธ ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem. -- [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - Allows the AI to read from your Bear Notes (macOS only) -- [mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) โ˜• ๐Ÿ  - Draw on JavaFX canvas. -- [hmk/attio-mcp-server](https://github.com/hmk/attio-mcp-server) - ๐Ÿ“‡ โ˜๏ธ Allows AI clients to manage records and notes in Attio CRM -- [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana) - ๐Ÿ“‡ โ˜๏ธ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more. -- [ws-mcp](https://github.com/nick1udwig/ws-mcp) - Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz)) - [AbdelStark/bitcoin-mcp](https://github.com/AbdelStark/bitcoin-mcp) - โ‚ฟ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more. -- [tomekkorbak/strava-mcp-server](https://github.com/tomekkorbak/strava-mcp-server) ๐Ÿ โ˜๏ธ - An MCP server for Strava, an app for tracking physical exercise -- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) ๐Ÿ โ˜๏ธ - An MCP server for Oura, an app for tracking sleep -- [rember/rember-mcp](https://github.com/rember/rember-mcp) ๐Ÿ“‡ ๐Ÿ  - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats. -- [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) ๐Ÿ“‡ โ˜๏ธ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). -- [@makehq/mcp-server](https://github.com/integromat/make-mcp-server) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. -- [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - ๐Ÿ Automatic operation of on-screen GUI. -- [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - ๐Ÿ“‡ โ˜๏ธ Allows AI models to interact with [Kibela](https://kibe.la/) -- [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) ๐Ÿ“‡ โ˜๏ธ - Allows the AI to query GraphQL servers -- [@awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) ๐Ÿ“‡ โ˜๏ธ - Provides the ability to generate images via Replicate's API. -- [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) ๐Ÿ ๐Ÿ  - Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ -- [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - ๐Ÿ“‡ ๐Ÿ  Control Spotify playback and manage playlists. -- [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) ๐Ÿ  ๐ŸŽ - MCP server that can execute commands such as keyboard input and mouse movement +- [akseyh/bear-mcp-server](https://github.com/akseyh/bear-mcp-server) - Allows the AI to read from your Bear Notes (macOS only) +- [allenporter/mcp-server-home-assistant](https://github.com/allenporter/mcp-server-home-assistant) ๐Ÿ ๐Ÿ  - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control. +- [Amazon Bedrock Nova Canvas](https://github.com/zxkane/mcp-server-amazon-bedrock) ๐Ÿ“‡ โ˜๏ธ - Use Amazon Nova Canvas model for image generation. +- [amidabuddha/unichat-mcp-server](https://github.com/amidabuddha/unichat-mcp-server) ๐Ÿ/๐Ÿ“‡ โ˜๏ธ - Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required +- [anaisbetts/mcp-installer](https://github.com/anaisbetts/mcp-installer) ๐Ÿ ๐Ÿ  - An MCP server that installs other MCP servers for you. +- [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube) ๐Ÿ“‡ โ˜๏ธ - Fetch YouTube subtitles +- [andybrandt/mcp-simple-openai-assistant](https://github.com/andybrandt/mcp-simple-openai-assistant) - ๐Ÿ โ˜๏ธ MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant) +- [andybrandt/mcp-simple-timeserver](https://github.com/andybrandt/mcp-simple-timeserver) ๐Ÿ ๐Ÿ โ˜๏ธ - An MCP server that allows checking local time on the client machine or current UTC time from an NTP server +- [anjor/coinmarket-mcp-server](https://github.com/anjor/coinmarket-mcp-server) ๐Ÿ ๐Ÿ  - Coinmarket API integration to fetch cryptocurrency listings and quotes +- [apify/actors-mcp-server](https://github.com/apify/actors-mcp-server) ๐Ÿ“‡ โ˜๏ธ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more +- [apinetwork/piapi-mcp-server](https://github.com/apinetwork/piapi-mcp-server) ๐Ÿ“‡ โ˜๏ธ PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps. +- [awkoy/replicate-flux-mcp](https://github.com/awkoy/replicate-flux-mcp) ๐Ÿ“‡ โ˜๏ธ - Provides the ability to generate images via Replicate's API. - [awwaiid/mcp-server-taskwarrior](https://github.com/awwaiid/mcp-server-taskwarrior) ๐Ÿ  ๐Ÿ“‡ - An MCP server for basic local taskwarrior usage (add, update, remove tasks) -- [PV-Bhat/vibe-check-mcp-server](https://github.com/PV-Bhat/vibe-check-mcp-server) ๐Ÿ“‡ โ˜๏ธ - An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment. +- [baba786/phabricator-mcp-server](https://github.com/baba786/phabricator-mcp-server) ๐Ÿ โ˜๏ธ - Interacting with Phabricator API +- [Badhansen/notion-mcp](https://github.com/Badhansen/notion-mcp) ๐Ÿ โ˜๏ธ - A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently. +- [bart6114/my-bear-mcp-server](https://github.com/bart6114/my-bear-mcp-server/) ๐Ÿ“‡ ๐Ÿ  ๐ŸŽ - Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb. +- [blurrah/mcp-graphql](https://github.com/blurrah/mcp-graphql) ๐Ÿ“‡ โ˜๏ธ - Allows the AI to query GraphQL servers +- [calclavia/mcp-obsidian](https://github.com/calclavia/mcp-obsidian) ๐Ÿ“‡ ๐Ÿ  - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault). +- [chrishayuk/mcp-cli](https://github.com/chrishayuk/mcp-cli) ๐Ÿ ๐Ÿ  - Yet another CLI tool for testing MCP servers +- [danhilse/notion_mcp](https://github.com/danhilse/notion_mcp) ๐Ÿ โ˜๏ธ - Integrates with Notion's API to manage personal todo lists +- [evalstate/mcp-miro](https://github.com/evalstate/mcp-miro) ๐Ÿ“‡ โ˜๏ธ - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API. +- [future-audiences/wikimedia-enterprise-model-context-protocol](https://gitlab.wikimedia.org/repos/future-audiences/wikimedia-enterprise-model-context-protocol) ๐Ÿ โ˜๏ธ - Wikipedia Article lookup API +- [githejie/mcp-server-calculator](https://github.com/githejie/mcp-server-calculator) ๐Ÿ ๐Ÿ  - This server enables LLMs to use calculator for precise numerical calculations +- [gotoolkits/DifyWorkflow](https://github.com/gotoolkits/mcp-difyworkflow-server) - ๐ŸŽ๏ธ โ˜๏ธ Tools to the query and execute of Dify workflows +- [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) ๐Ÿ“‡ โ˜๏ธ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). +- [hmk/attio-mcp-server](https://github.com/hmk/attio-mcp-server) - ๐Ÿ“‡ โ˜๏ธ Allows AI clients to manage records and notes in Attio CRM +- [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) ๐Ÿ ๐Ÿ  - Generate visualizations from fetched data using the VegaLite format and renderer. +- [ivo-toby/contentful-mcp](https://github.com/ivo-toby/contentful-mcp) ๐Ÿ“‡ ๐Ÿ  - Update, create, delete content, content-models and assets in your Contentful Space +- [j3k0/speech.sh](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) ๐Ÿ  - Let the agent speak things out loud, notify you when he's done working with a quick summary +- [joshuarileydev/mac-apps-launcher-mcp-server](https://github.com/JoshuaRileyDev/mac-apps-launcher) ๐Ÿ“‡ ๐Ÿ  - An MCP server to list and launch applications on MacOS - [kelvin6365/plane-mcp-server](https://github.com/kelvin6365/plane-mcp-server) - ๐ŸŽ๏ธ ๐Ÿ  This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API -- [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) ๐Ÿ“‡ โ˜๏ธ - Allows AI models to interact with [HackMD](https://hackmd.io) +- [kenliao94/mcp-server-rabbitmq](https://github.com/kenliao94/mcp-server-rabbitmq) ๐Ÿ ๐Ÿ  - Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ +- [kj455/mcp-kibela](https://github.com/kj455/mcp-kibela) - ๐Ÿ“‡ โ˜๏ธ Allows AI models to interact with [Kibela](https://kibe.la/) +- [KS-GEN-AI/confluence-mcp-server](https://github.com/KS-GEN-AI/confluence-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ - Get Confluence data via CQL and read pages. +- [KS-GEN-AI/jira-mcp-server](https://github.com/KS-GEN-AI/jira-mcp-server) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ - Read jira data via JQL and api and execute requests to create and edit tickets. - [lciesielski/mcp-salesforce](https://github.com/lciesielski/mcp-salesforce-example) ๐Ÿ  โ˜๏ธ - MCP server with basic demonstration of interactions with Salesforce instance +- [llmindset/mcp-hfspace](https://github.com/evalstate/mcp-hfspace) ๐Ÿ“‡ โ˜๏ธ - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads. +- [magarcia/mcp-server-giphy](https://github.com/magarcia/mcp-server-giphy) ๐Ÿ“‡ โ˜๏ธ - Search and retrieve GIFs from Giphy's vast library through the Giphy API. +- [makehq/mcp-server](https://github.com/integromat/make-mcp-server) ๐ŸŽ–๏ธ ๐Ÿ“‡ ๐Ÿ  - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. +- [marcelmarais/Spotify](https://github.com/marcelmarais/spotify-mcp-server) - ๐Ÿ“‡ ๐Ÿ  Control Spotify playback and manage playlists. +- [MarkusPfundstein/mcp-obsidian](https://github.com/MarkusPfundstein/mcp-obsidian) ๐Ÿ โ˜๏ธ ๐Ÿ  - Interacting with Obsidian via REST API +- [mcp-server-jfx](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx) โ˜• ๐Ÿ  - Draw on JavaFX canvas. +- [mediar-ai/screenpipe](https://github.com/mediar-ai/screenpipe) - ๐ŸŽ–๏ธ ๐Ÿฆ€ ๐Ÿ  ๐ŸŽ Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem. +- [modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) ๐Ÿ“‡ ๐Ÿ  - MCP server that exercises all the features of the MCP protocol +- [mrjoshuak/godoc-mcp](https://github.com/mrjoshuak/godoc-mcp) ๐ŸŽ๏ธ ๐Ÿ  - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files +- [mzxrai/mcp-openai](https://github.com/mzxrai/mcp-openai) ๐Ÿ“‡ โ˜๏ธ - Chat with OpenAI's smartest models +- [NakaokaRei/swift-mcp-gui](https://github.com/NakaokaRei/swift-mcp-gui.git) ๐Ÿ  ๐ŸŽ - MCP server that can execute commands such as keyboard input and mouse movement +- [nguyenvanduocit/all-in-one-model-context-protocol](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) ๐ŸŽ๏ธ ๐Ÿ  - Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab +- [NON906/omniparser-autogui-mcp](https://github.com/NON906/omniparser-autogui-mcp) - ๐Ÿ Automatic operation of on-screen GUI. +- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) ๐Ÿ โ˜๏ธ - Query OpenAI models directly from Claude using MCP protocol +- [pskill9/hn-server](https://github.com/pskill9/hn-server) - ๐Ÿ“‡ โ˜๏ธ Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs). +- [PV-Bhat/vibe-check-mcp-server](https://github.com/PV-Bhat/vibe-check-mcp-server) ๐Ÿ“‡ โ˜๏ธ - An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment. - [pwh-pwh/cal-mcp](https://github.com/pwh-pwh/cal-mcp) - An MCP server for Mathematical expression calculation +- [pyroprompts/any-chat-completions-mcp](https://github.com/pyroprompts/any-chat-completions-mcp) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more +- [reeeeemo/ancestry-mcp](https://github.com/reeeeemo/ancestry-mcp) ๐Ÿ ๐Ÿ  - Allows the AI to read .ged files and genetic data +- [rember/rember-mcp](https://github.com/rember/rember-mcp) ๐Ÿ“‡ ๐Ÿ  - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats. +- [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana) - ๐Ÿ“‡ โ˜๏ธ This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more. +- [rusiaaman/wcgw](https://github.com/rusiaaman/wcgw/blob/main/src/wcgw/client/mcp_server/Readme.md) ๐Ÿ ๐Ÿ  - Autonomous shell execution, computer control and coding agent. (Mac) +- [SecretiveShell/MCP-wolfram-alpha](https://github.com/SecretiveShell/MCP-wolfram-alpha) ๐Ÿ โ˜๏ธ - An MCP server for querying wolfram alpha API. +- [Seym0n/tiktok-mcp](https://github.com/Seym0n/tiktok-mcp) ๐Ÿ“‡ โ˜๏ธ - Interact with TikTok videos +- [sirmews/apple-notes-mcp](https://github.com/sirmews/apple-notes-mcp) ๐Ÿ ๐Ÿ  - Allows the AI to read from your local Apple Notes database (macOS only) +- [sooperset/mcp-atlassian](https://github.com/sooperset/mcp-atlassian) ๐Ÿ โ˜๏ธ - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces. +- [suekou/mcp-notion-server](https://github.com/suekou/mcp-notion-server) ๐Ÿ“‡ ๐Ÿ  - Interacting with Notion API +- [tacticlaunch/mcp-linear](https://github.com/tacticlaunch/mcp-linear) ๐Ÿ“‡ โ˜๏ธ ๐ŸŽ ๐ŸชŸ ๐Ÿง - Integrates with Linear project management system +- [tanigami/mcp-server-perplexity](https://github.com/tanigami/mcp-server-perplexity) ๐Ÿ โ˜๏ธ - Interacting with Perplexity API. +- [tevonsb/homeassistant-mcp](https://github.com/tevonsb/homeassistant-mcp) ๐Ÿ“‡ ๐Ÿ  - Access Home Assistant data and control devices (lights, switches, thermostats, etc). +- [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server) ๐Ÿ โ˜๏ธ - An MCP server for Oura, an app for tracking sleep +- [tomekkorbak/strava-mcp-server](https://github.com/tomekkorbak/strava-mcp-server) ๐Ÿ โ˜๏ธ - An MCP server for Strava, an app for tracking physical exercise - [wanaku-ai/wanaku](https://github.com/wanaku-ai/wanaku) - โ˜๏ธ ๐Ÿ  The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. +- [wong2/mcp-cli](https://github.com/wong2/mcp-cli) ๐Ÿ“‡ ๐Ÿ  - CLI tool for testing MCP servers +- [ws-mcp](https://github.com/nick1udwig/ws-mcp) - Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz)) +- [yuna0x0/hackmd-mcp](https://github.com/yuna0x0/hackmd-mcp) ๐Ÿ“‡ โ˜๏ธ - Allows AI models to interact with [HackMD](https://hackmd.io) +- [ZeparHyfar/mcp-datetime](https://github.com/ZeparHyfar/mcp-datetime) - MCP server providing date and time functions in various formats +- [zueai/mcp-manager](https://github.com/zueai/mcp-manager) ๐Ÿ“‡ โ˜๏ธ - Simple Web UI to install and manage MCP servers for Claude Desktop App. ## Frameworks - [FastMCP](https://github.com/jlowin/fastmcp) ๐Ÿ - A high-level framework for building MCP servers in Python - [FastMCP](https://github.com/punkpeye/fastmcp) ๐Ÿ“‡ - A high-level framework for building MCP servers in TypeScript - [Foxy Contexts](https://github.com/strowk/foxy-contexts) ๐ŸŽ๏ธ - Golang library to write MCP Servers declaratively with functional testing included +- [gabfr/waha-api-mcp-server](https://github.com/gabfr/waha-api-mcp-server) ๐Ÿ“‡ - An MCP server with openAPI specs for using the WhatsApp unnoficial API (https://waha.devlike.pro/ - also open source: https://github.com/devlikeapro/waha - [Genkit MCP](https://github.com/firebase/genkit/tree/main/js/plugins/mcp) ๐Ÿ“‡ โ€“ Provides integration between [Genkit](https://github.com/firebase/genkit/tree/main) and the Model Context Protocol (MCP). +- [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) ๐Ÿค– ๐Ÿ”Œ - Build effective agents with MCP servers using simple, composable patterns. - [LiteMCP](https://github.com/wong2/litemcp) ๐Ÿ“‡ - A high-level framework for building MCP servers in JavaScript/TypeScript +- [marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands. - [mark3labs/mcp-go](https://github.com/mark3labs/mcp-go) ๐ŸŽ๏ธ - Golang SDK for building MCP Servers and Clients. - [mcp-framework](https://github.com/QuantGeekDev/mcp-framework) ๐Ÿ“‡ - Fast and elegant TypeScript framework for building MCP servers - [mcp-proxy](https://github.com/punkpeye/mcp-proxy) - ๐Ÿ“‡ A TypeScript SSE proxy for MCP servers that use `stdio` transport. - [mcp-rs-template](https://github.com/linux-china/mcp-rs-template) ๐Ÿฆ€ - MCP CLI server template for Rust - [metoro-io/mcp-golang](https://github.com/metoro-io/mcp-golang) ๐ŸŽ๏ธ - Golang framework for building MCP Servers, focussed on type safety +- [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) ๐Ÿฆ€ โ˜• - Scala MCP Framework for Build effective agents with MCP servers and MCP clients shade from modelcontextprotocol.io. +- [paulotaylor/voyp-mcp](https://github.com/paulotaylor/voyp-mcp) ๐Ÿ“‡ - VOYP - Voice Over Your Phone MCP Server for making calls. +- [quarkiverse/quarkus-mcp-server](https://github.com/quarkiverse/quarkus-mcp-server) โ˜• - Java SDK for building MCP servers using Quarkus. - [rectalogic/langchain-mcp](https://github.com/rectalogic/langchain-mcp) ๐Ÿ - Provides MCP tool calling support in LangChain, allowing for the integration of MCP tools into LangChain workflows. +- [ribeirogab/simple-mcp](https://github.com/ribeirogab/simple-mcp) ๐Ÿ“‡ - A simple TypeScript library for creating MCP servers. - [salty-flower/ModelContextProtocol.NET](https://github.com/salty-flower/ModelContextProtocol.NET) #๏ธโƒฃ ๐Ÿ  - A C# SDK for building MCP servers on .NET 9 with NativeAOT compatibility โšก ๐Ÿ”Œ - [spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) โ˜• ๐ŸŒฑ - Java SDK and Spring Framework integration for building MCP client and MCP servers with various, plugable, transport options. -- [Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server) ๐Ÿ“‡ - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure - [spring-projects-experimental/spring-ai-mcp](https://github.com/spring-projects-experimental/spring-ai-mcp) โ˜• ๐ŸŒฑ - Java SDK and Spring Framework integration for building MCP client and MCP servers with various, plugable, transport options. -- [@marimo-team/codemirror-mcp](https://github.com/marimo-team/codemirror-mcp) - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands. -- [quarkiverse/quarkus-mcp-server](https://github.com/quarkiverse/quarkus-mcp-server) โ˜• - Java SDK for building MCP servers using Quarkus. -- [lastmile-ai/mcp-agent](https://github.com/lastmile-ai/mcp-agent) ๐Ÿค– ๐Ÿ”Œ - Build effective agents with MCP servers using simple, composable patterns. -- [mullerhai/sakura-mcp](https://github.com/mullerhai/sakura-mcp) ๐Ÿฆ€ โ˜• - Scala MCP Framework for Build effective agents with MCP servers and MCP clients shade from modelcontextprotocol.io. -- [ribeirogab/simple-mcp](https://github.com/ribeirogab/simple-mcp) ๐Ÿ“‡ - A simple TypeScript library for creating MCP servers. -- [gabfr/waha-api-mcp-server](https://github.com/gabfr/waha-api-mcp-server) ๐Ÿ“‡ - An MCP server with openAPI specs for using the WhatsApp unnoficial API (https://waha.devlike.pro/ - also open source: https://github.com/devlikeapro/waha -- [paulotaylor/voyp-mcp](https://github.com/paulotaylor/voyp-mcp) ๐Ÿ“‡ - VOYP - Voice Over Your Phone MCP Server for making calls. +- [Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server) ๐Ÿ“‡ - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure ## Utilities - [boilingdata/mcp-server-and-gw](https://github.com/boilingdata/mcp-server-and-gw) ๐Ÿ“‡ - An MCP stdio to HTTP SSE transport gateway with example server and MCP client. +- [f/MCPTools](https://github.com/f/mcptools) ๐Ÿ”จ - A command-line development tool for inspecting and interacting with MCP servers with extra features like mocks and proxies. +- [flux159/mcp-chat](https://github.com/flux159/mcp-chat) ๐Ÿ“‡๐Ÿ–ฅ๏ธ - A CLI based client to chat and connect with any MCP server. Useful during development & testing of MCP servers. - [isaacwasserman/mcp-langchain-ts-client](https://github.com/isaacwasserman/mcp-langchain-ts-client) ๐Ÿ“‡ โ€“ Use MCP provided tools in LangChain.js +- [kukapay/whattimeisit-mcp](https://github.com/kukapay/whattimeisit-mcp) ๐Ÿ โ˜๏ธ - A lightweight mcp server that tells you exactly what time is it. +- [kukapay/whereami-mcp](https://github.com/kukapay/whereami-mcp) ๐Ÿ โ˜๏ธ - A lightweight mcp server that tells you exactly where you are based on your current IP. +- [kukapay/whoami-mcp](https://github.com/kukapay/whoami-mcp) ๐Ÿ ๐Ÿ  - A lightweight MCP server that tells you exactly who you are. - [lightconetech/mcp-gateway](https://github.com/lightconetech/mcp-gateway) ๐Ÿ“‡ - A gateway demo for MCP SSE Server. - [mark3labs/mcphost](https://github.com/mark3labs/mcphost) ๐ŸŽ๏ธ - A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). - [MCP-Connect](https://github.com/EvalsOne/MCP-Connect) ๐Ÿ“‡ - A tiny tool that enables cloud-based AI services to access local Stdio based MCP servers by HTTP/HTTPS requests. - [SecretiveShell/MCP-Bridge](https://github.com/SecretiveShell/MCP-Bridge) ๐Ÿ โ€“ an openAI middleware proxy to use mcp in any existing openAI compatible client - [sparfenyuk/mcp-proxy](https://github.com/sparfenyuk/mcp-proxy) ๐Ÿ โ€“ An MCP stdio to SSE transport gateawy. -- [upsonic/gpt-computer-assistant](https://github.com/Upsonic/gpt-computer-assistant) ๐Ÿ โ€“ framework to build vertical AI agent -- [kukapay/whereami-mcp](https://github.com/kukapay/whereami-mcp) ๐Ÿ โ˜๏ธ - A lightweight mcp server that tells you exactly where you are based on your current IP. -- [kukapay/whattimeisit-mcp](https://github.com/kukapay/whattimeisit-mcp) ๐Ÿ โ˜๏ธ - A lightweight mcp server that tells you exactly what time is it. -- [kukapay/whoami-mcp](https://github.com/kukapay/whoami-mcp) ๐Ÿ ๐Ÿ  - A lightweight MCP server that tells you exactly who you are. -- [flux159/mcp-chat](https://github.com/flux159/mcp-chat) ๐Ÿ“‡๐Ÿ–ฅ๏ธ - A CLI based client to chat and connect with any MCP server. Useful during development & testing of MCP servers. - [TBXark/mcp-proxy](https://github.com/TBXark/mcp-proxy) ๐ŸŽ๏ธ - An MCP proxy server that aggregates and serves multiple MCP resource servers through a single http server. -- [f/MCPTools](https://github.com/f/mcptools) ๐Ÿ”จ - A command-line development tool for inspecting and interacting with MCP servers with extra features like mocks and proxies. +- [upsonic/gpt-computer-assistant](https://github.com/Upsonic/gpt-computer-assistant) ๐Ÿ โ€“ framework to build vertical AI agent ## Tips and Tricks