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Frank Fiegel
2024-12-01 08:18:45 -06:00
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@@ -43,33 +43,28 @@ A curated list of awesome Model Context Protocol (MCP) servers.
* 🔄 - [Version Control](#version-control) * 🔄 - [Version Control](#version-control)
* 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations) * 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
### 📂 <a name="browser-automation"></a>Browser Automation <sup>[top⇈](#server-implementations)</sup> ### 📂 <a name="browser-automation"></a>Browser Automation
Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats. Web content access and automation capabilities. Enables searching, scraping, and processing web content in AI-friendly formats.
- [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction - [@modelcontextprotocol/server-puppeteer](https://github.com/modelcontextprotocol/servers/tree/main/src/puppeteer) 📇 🏠 - Browser automation for web scraping and interaction
- [@modelcontextprotocol/server-youtube](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis - [@modelcontextprotocol/server-youtube](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) 📇 ☁️ - Fetch YouTube subtitles and transcripts for AI analysis
### ☁️ <a name="cloud-platforms"></a>Cloud Platforms
### ☁️ <a name="cloud-platforms"></a>Cloud Platforms <sup>[top⇈](#server-implementations)</sup>
Cloud platform service integration. Enables management and interaction with cloud infrastructure and services. Cloud platform service integration. Enables management and interaction with cloud infrastructure and services.
- [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1 - [Cloudflare MCP Server](https://github.com/cloudflare/mcp-server-cloudflare) 🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2, and D1
- [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ Kubernetes cluster operations through MCP - [Kubernetes MCP Server](https://github.com/strowk/mcp-k8s-go) - 🏎️ ☁️ Kubernetes cluster operations through MCP
<br /> ### 💬 <a name="communication"></a>Communication
### 💬 <a name="communication"></a>Communication <sup>[top⇈](#server-implementations)</sup>
Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools. Integration with communication platforms for message management and channel operations. Enables AI models to interact with team communication tools.
- [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - Slack workspace integration for channel management and messaging - [@modelcontextprotocol/server-slack](https://github.com/modelcontextprotocol/servers/tree/main/src/slack) 📇 ☁️ - Slack workspace integration for channel management and messaging
- [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction - [@modelcontextprotocol/server-bluesky](https://github.com/keturiosakys/bluesky-context-server) 📇 ☁️ - Bluesky instance integration for querying and interaction
<br /> ### 🗄️ <a name="databases"></a>Databases
### 🗄️ <a name="databases"></a>Databases <sup>[top⇈](#server-implementations)</sup>
Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default. Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default.
@@ -77,9 +72,7 @@ Secure database access with schema inspection capabilities. Enables querying and
- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features - [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features
- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB database integration with schema inspection and query capabilities - [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB database integration with schema inspection and query capabilities
<br /> ### 📂 <a name="file-systems"></a>File Systems
### 📂 <a name="file-systems"></a>File Systems <sup>[top⇈](#server-implementations)</sup>
Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories. Provides direct access to local file systems with configurable permissions. Enables AI models to read, write, and manage files within specified directories.
@@ -87,37 +80,25 @@ Provides direct access to local file systems with configurable permissions. Enab
- [@modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive integration for listing, reading, and searching files - [@modelcontextprotocol/server-google-drive](https://github.com/modelcontextprotocol/servers/tree/main/src/gdrive) 📇 ☁️ - Google Drive integration for listing, reading, and searching files
- [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - Golang implementation for local file system access. - [mark3labs/mcp-filesystem-server](https://github.com/mark3labs/mcp-filesystem-server) 🏎️ 🏠 - Golang implementation for local file system access.
<br /> ### 🧠 <a name="knowledge--memory"></a>Knowledge & Memory
### 🧠 <a name="knowledge--memory"></a>Knowledge & Memory <sup>[top⇈](#server-implementations)</sup>
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions. 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) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context - [@modelcontextprotocol/server-memory](https://github.com/modelcontextprotocol/servers/tree/main/src/memory) 📇 🏠 - Knowledge graph-based persistent memory system for maintaining context
<br /> ### 🗺️ <a name="location-services"></a>Location Services
### 🗺️ <a name="location-services"></a>Location Services <sup>[top⇈](#server-implementations)</sup>
Geographic and location-based services integration. Enables access to mapping data, directions, and place information. Geographic and location-based services integration. Enables access to mapping data, directions, and place information.
- [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details - [@modelcontextprotocol/server-google-maps](https://github.com/modelcontextprotocol/servers/tree/main/src/google-maps) 📇 ☁️ - Google Maps integration for location services, routing, and place details
### 📊 <a name="monitoring"></a>Monitoring
<br />
### 📊 <a name="monitoring"></a>Monitoring <sup>[top⇈](#server-implementations)</sup>
Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics. Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.
- [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring - [@modelcontextprotocol/server-sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) 🐍 ☁️ - Sentry.io integration for error tracking and performance monitoring
- [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring - [@modelcontextprotocol/server-raygun](https://github.com/MindscapeHQ/mcp-server-raygun) 📇 ☁️ - Raygun API V3 integration for crash reporting and real user monitoring
<br /> ### 🔎 <a name="search"></a>Search
### 🔎 <a name="search"></a>Search <sup>[top⇈](#server-implementations)</sup>
Web search capabilities.
- [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API - [@modelcontextprotocol/server-brave-search](https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search) 📇 ☁️ - Web search capabilities using Brave's Search API
- [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API - [@angheljf/nyt](https://github.com/angheljf/nyt) 📇 ☁️ - Search articles using the NYTimes API
@@ -129,10 +110,7 @@ Web search capabilities.
- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍  Tavily AI search API - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍  Tavily AI search API
- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers
### 🔄 <a name="version-control"></a>Version Control
<br />
### 🔄 <a name="version-control"></a>Version Control <sup>[top⇈](#server-implementations)</sup>
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. 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.
@@ -140,10 +118,7 @@ Interact with Git repositories and version control platforms. Enables repository
- [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab platform integration for project management and CI/CD operations - [@modelcontextprotocol/server-gitlab](https://github.com/modelcontextprotocol/servers/tree/main/src/gitlab) 📇 ☁️ 🏠 - GitLab platform integration for project management and CI/CD operations
- [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories - [@modelcontextprotocol/server-git](https://github.com/modelcontextprotocol/servers/tree/main/src/git) 🐍 🏠 - Direct Git repository operations including reading, searching, and analyzing local repositories
<br /> ### 🛠️ <a name="other-tools-and-integrations"></a>Other Tools and Integrations
### 🛠️ <a name="other-tools-and-integrations"></a>Other Tools and Integrations <sup>[top⇈](#server-implementations)</sup>
- [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol - [pierrebrunelle/mcp-server-openai](https://github.com/pierrebrunelle/mcp-server-openai) 🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol
- [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP server that exercises all the features of the MCP protocol - [@modelcontextprotocol/server-everything](https://github.com/modelcontextprotocol/servers/tree/main/src/everything) 📇 🏠 - MCP server that exercises all the features of the MCP protocol