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Merge branch 'main' into patch-1
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@@ -414,6 +414,7 @@ Web 内容访问和自动化功能。支持以 AI 友好格式搜索、抓取和
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- [pydantic/logfire-mcp](https://github.com/pydantic/logfire-mcp) 🎖️ 🐍 ☁️ - 通过Logfire提供对OpenTelemetry追踪和指标的访问
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- [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - 一款通过模型上下文协议(MCP)暴露系统指标的监控工具。该工具允许大型语言模型通过兼容MCP的接口实时获取系统信息(支持CPU、内存、磁盘、网络、主机、进程)。
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- [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - 通过基于提示的智能分析,从代码复杂度到安全漏洞等10个关键维度,提升AI生成代码的质量
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- [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - 与 [VictoriaMetrics API](https://docs.victoriametrics.com/victoriametrics/url-examples/) 和[文档](https://docs.victoriametrics.com/) 完整集成,监控你的 VictoriaMetrics 实例及排查问题。
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### 🔎 <a name="search"></a>搜索
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@@ -574,6 +575,7 @@ AI助手可以通过翻译工具和服务在不同语言之间翻译内容。
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- [HenryHaoson/Yuque-MCP-Server](https://github.com/HenryHaoson/Yuque-MCP-Server) - 📇 ☁️ 用于与语雀API集成的Model-Context-Protocol (MCP)服务器,允许AI模型管理文档、与知识库交互、搜索内容以及访问语雀平台的统计数据。
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- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - 包装Ankr Advanced API的MCP服务器实现。可以访问以太坊、BSC、Polygon、Avalanche等多条区块链上的NFT、代币和区块链数据。
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- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - 通过在 MCP 循环中直接添加本地用户提示和聊天功能,启用交互式 LLM 工作流程。
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- [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) 📇 🏠 🍎 🪟 🐧 - 文颜 MCP Server, 让 AI 将 Markdown 文章自动排版后发布至微信公众号。
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## 框架
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@@ -325,6 +325,8 @@ Web 內容訪問和自動化功能。支援以 AI 友好格式搜尋、抓取和
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- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - 一個 MCP 伺服器,允許透過 Grafana API 查詢 Loki 日誌。
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- [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - 在 Grafana 實例中搜尋儀錶板、調查事件並查詢數據源
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- [seekrays/mcp-monitor](https://github.com/seekrays/mcp-monitor) 🏎️ 🏠 - 監控系統 CPU、Memory、Disk、Network、Host、Process 等資訊,並與 LLM 進行交互
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- [VictoriaMetrics-Community/mcp-victoriametrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) 🎖️ 🏎️ 🏠 - 與 [VictoriaMetrics API](https://docs.victoriametrics.com/victoriametrics/url-examples/) 及[文檔](https://docs.victoriametrics.com/) 完整集成,監控你的 VictoriaMetrics 實例及排查問題。
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### 🔎 <a name="search"></a>搜尋
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- [scrapeless-ai/scrapeless-mcp-server](https://github.com/scrapeless-ai/scrapeless-mcp-server) 🐍 ☁️ - Scrapeless模型上下文協議服務作為MCP伺服器連接器,連接到Google SERP API,使得在MCP生態系統內無需離開即可進行網頁搜索。
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@@ -443,6 +445,7 @@ AI助手可以通過翻譯工具和服務在不同語言之間翻譯內容。
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- [pwh-pwh/cal-mcp](https://github.com/pwh-pwh/cal-mcp) - MCP伺服器,可以計算數學表達式
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- [tumf/web3-mcp](https://github.com/tumf/web3-mcp) 🐍 ☁️ - 包裝Ankr Advanced API的MCP伺服器實現。可以訪問以太坊、BSC、Polygon、Avalanche等多條區塊鏈上的NFT、代幣和區塊鏈數據。
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- [ttommyth/interactive-mcp](https://github.com/ttommyth/interactive-mcp) 📇 🏠 🍎 🪟 🐧 - 透過在 MCP 循環中直接加入本機使用者提示和聊天功能,啟用互動式 LLM 工作流程。
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- [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) 📇 🏠 🍎 🪟 🐧 - 文顏 MCP Server,讓 AI 將 Markdown 文章自動排版後發佈至微信公眾號。
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## 框架
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- [FastMCP](https://github.com/jlowin/fastmcp) 🐍 - 用於在 Python 中構建 MCP 伺服器的高級框架
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10
README.md
10
README.md
@@ -52,6 +52,7 @@ Checkout [awesome-mcp-clients](https://github.com/punkpeye/awesome-mcp-clients/)
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* 🦀 – Rust codebase
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* #️⃣ - C# Codebase
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* ☕ - Java codebase
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* 🌊 – C/C++ codebase
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* scope
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* ☁️ - Cloud Service
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* 🏠 - Local Service
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@@ -222,6 +223,7 @@ Full coding agents that enable LLMs to read, edit, and execute code and solve ge
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- [doggybee/mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode) 📇 ☁️ - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
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- [jinzcdev/leetcode-mcp-server](https://github.com/jinzcdev/leetcode-mcp-server) 📇 ☁️ - MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.
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- [juehang/vscode-mcp-server](https://github.com/juehang/vscode-mcp-server) 📇 🏠 - A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.
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- [micl2e2/code-to-tree](https://github.com/micl2e2/code-to-tree) 🌊 🏠 📟 🐧 🪟 🍎 - A single-binary MCP server that converts source code into AST, regardless of language.
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### 🖥️ <a name="command-line"></a>Command Line
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@@ -642,6 +644,7 @@ Tools for creating and editing marketing content, working with web meta data, pr
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Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
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- [netdata/netdata#Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md) 🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
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- [grafana/mcp-grafana](https://github.com/grafana/mcp-grafana) 🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance
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- [tumf/grafana-loki-mcp](https://github.com/tumf/grafana-loki-mcp) 🐍 🏠 - An MCP server that allows querying Loki logs through the Grafana API.
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- [hyperb1iss/lucidity-mcp](https://github.com/hyperb1iss/lucidity-mcp) 🐍 🏠 - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
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@@ -748,6 +751,7 @@ Provides the ability to handle multimedia, such as audio and video editing, play
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Integration with social media platforms to allow posting, analytics, and interaction management. Enables AI-driven automation for social presence.
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- [macrocosm-os/macrocosmos-mcp](https://github.com/macrocosm-os/macrocosmos-mcp) - 🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
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- [kunallunia/twitter-mcp](https://github.com/LuniaKunal/mcp-twitter) 🐍 🏠 - All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
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- [HagaiHen/facebook-mcp-server](https://github.com/HagaiHen/facebook-mcp-server) 🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
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- [gwbischof/bluesky-social-mcp](https://github.com/gwbischof/bluesky-social-mcp) 🐍 🏠 - An MCP server for interacting with Bluesky via the atproto client.
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@@ -761,6 +765,7 @@ Tools for accessing sports-related data, results, and statistics.
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- [r-huijts/firstcycling-mcp](https://github.com/r-huijts/firstcycling-mcp) 📇 ☁️ - Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.
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- [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp) 📇 ☁️ - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
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- [willvelida/mcp-afl-server](https://github.com/willvelida/mcp-afl-server) ☁️ - MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.
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- [guillochon/mlb-api-mcp](https://github.com/guillochon/mlb-api-mcp) 🐍 🏠 - MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.
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### 🎧 <a name="support-and-service-management"></a>Support & Service Management
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@@ -780,7 +785,8 @@ Translation tools and services to enable AI assistants to translate content betw
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Tools for converting text-to-speech and vice-versa
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- [Kokoro TTS MCP](https://github.com/mberg/kokoro-tts-mcp) 🐍 🏠 - MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.
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- [mberg/kokoro-tts-mcp](https://github.com/mberg/kokoro-tts-mcp) 🐍 🏠 - MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.
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- [mbailey/voice-mcp](https://github.com/mbailey/voice-mcp) 🐍 🏠 - Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration
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### 🚆 <a name="travel-and-transportation"></a>Travel & Transportation
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@@ -842,6 +848,7 @@ Interact with Git repositories and version control platforms. Enables repository
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- [hiromitsusasaki/raindrop-io-mcp-server](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) 📇 ☁️ - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
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- [hmk/attio-mcp-server](https://github.com/hmk/attio-mcp-server) - 📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
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- [isaacwasserman/mcp-vegalite-server](https://github.com/isaacwasserman/mcp-vegalite-server) 🐍 🏠 - Generate visualizations from fetched data using the VegaLite format and renderer.
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- [ivnvxd/mcp-server-odoo](https://github.com/ivnvxd/mcp-server-odoo) 🐍 ☁️/🏠 - Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.
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- [ivo-toby/contentful-mcp](https://github.com/ivo-toby/contentful-mcp) 📇 🏠 - Update, create, delete content, content-models and assets in your Contentful Space
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- [j3k0/speech.sh](https://github.com/j3k0/speech.sh/blob/main/MCP_README.md) 🏠 - Let the agent speak things out loud, notify you when he's done working with a quick summary
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- [jagan-shanmugam/climatiq-mcp-server](https://github.com/jagan-shanmugam/climatiq-mcp-server) 🐍 🏠 - A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
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@@ -912,6 +919,7 @@ Interact with Git repositories and version control platforms. Enables repository
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- [olalonde/mcp-human](https://github.com/olalonde/mcp-human) 📇 ☁️ - When your LLM needs human assistance (through AWS Mechanical Turk)
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- [gwbischof/free-will-mcp](https://github.com/gwbischof/free-will-mcp) 🐍 🏠 - Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.
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- [jimfilippou/things-mcp](https://github.com/jimfilippou/things-mcp) 📇 🏠 🍎 - A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.
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- [caol64/wenyan-mcp](https://github.com/caol64/wenyan-mcp) 📇 🏠 🍎 🪟 🐧 - Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
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## Frameworks
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