MCP Servers for GitHub

GitHub is a platform and cloud-based service for software development and version control using Git, allowing developers to store and manage their code.

View all MCP Servers

  • Why this server?

    Allows ingestion of content from GitHub repositories and issues into Graphlit for search and retrieval

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    The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
    43
    1,732
    179
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Mentioned as an acquisition target in an example query for researching M&A transactions through the octagon-deals-agent.

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    Deliver real-time investment research with extensive private and public market data.
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    6
    JavaScript
    MIT License
    • Apple
  • Why this server?

    Provides a way to run the Sensei MCP directly from GitHub using npx, allowing developers to access specialized tools for Dojo and Cairo development without local installation.

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    A Model Context Protocol server that provides expert guidance for Dojo and Cairo development on Starknet, offering specialized knowledge and assistance for building onchain worlds using the Dojo Entity Component System framework.
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    1
    5
    TypeScript
    MIT License
  • Why this server?

    Includes integration references for accessing repositories and issue tracking functionality.

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    An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
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    68
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Integrates with GitHub to fetch and update JSON Resumes stored in GitHub Gists, analyze codebases, and commit resume changes back to GitHub

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    A server that enhances AI assistants with the ability to update your JSON Resume by analyzing your coding projects, automatically extracting skills and generating professional descriptions.
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    28
    TypeScript
    The Unlicense
    • Apple
    • Linux
  • Why this server?

    Enables downloading the Hologres MCP Server source code for local integration.

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    A universal interface that enables AI Agents to communicate with Hologres databases, allowing them to retrieve database metadata and execute SQL operations.
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    12
    Python
    Apache 2.0
  • Why this server?

    Hosts the BICScan MCP Server repository, allowing users to clone the source code.

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    Provides blockchain address risk scoring and asset information through the BICScan API, allowing users to assess risks for crypto addresses, domains, and dApps on a scale of 0-100.
    2
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Hosts the repository and provides licensing information

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    An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible integration with IDEs and other environments.
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    13
    TypeScript
    Apache 2.0
  • Why this server?

    Hosts the repository for the MCP server codebase.

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    A Model Context Protocol (MCP) server implementation that interfaces with the Hevy fitness tracking app and its API. This server enables AI assistants to access and manage workout data, routines, exercise templates, and more through the Hevy API (requires PRO subscription).
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    84
    3
    TypeScript
    MIT License
  • Why this server?

    Allows installation of the MCP server directly from GitHub using npx, making setup easier for users.

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    A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction
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    36
    TypeScript
    Apache 2.0
    • Apple
  • Why this server?

    Repository hosting for the Letta MCP server, enabling version control, contribution workflows, and distribution of the server code.

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    An MCP server implementation that enables interaction with the Letta API for managing agents, memory blocks, and tools in the Letta system.
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    9
    JavaScript
    MIT License
  • Why this server?

    Facilitates GitHub repository interaction and access, as seen in the repository badges and references.

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    MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
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    37
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    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Integrates with GitHub for repository management, as the MCP server itself is hosted on GitHub and references GitHub resources.

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    MCP Server for automated reverse engineering with IDA Pro.
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    1,196
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Integrates with GitHub for issue tracking and accessing the L1B3RT4S repository which contains specialized LLM enhancement prompts.

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    An experimental MCP gateway that provides specialized LLM enhancement prompts based on the L1B3RT4S repository, primarily intended to enhance weaker models' capabilities.
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    7
    JavaScript
  • Why this server?

    Enables analyzing and querying GitHub repositories, including indexing repository content and asking questions about code architecture and tech stack

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    An MCP server that enables analyzing and querying GitHub repositories through the GitHub Chat API, allowing users to index repositories and ask questions about their code, architecture and tech stack.
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    13
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Hosts the MCP server repository, allowing users to clone the codebase for local deployment and configuration

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    Provides image recognition capabilities using Anthropic Claude Vision and OpenAI GPT-4 Vision APIs, supporting multiple image formats and offering optional text extraction via Tesseract OCR.
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    9
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides tools for checking available tags for container images from GitHub Container Registry (ghcr.io)

  • Why this server?

    References GitHub as a source repository for installing the MCP server

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    The MCP server that can read recent news from Coindesk.
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    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Enables direct execution of the MCP server from a GitHub repository, allowing users to run the text analyzer without local installation

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    Counts characters and words in both Japanese and English text files, with special handling for Japanese morphological analysis and proper character counting excluding spaces and line breaks.
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    TypeScript
    MIT License
  • Why this server?

    Hosted on GitHub, allowing users to clone the repository for installation and potentially contribute to the project.

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    A server that enables generating videos from static images using Vidu's AI models, with features for image-to-video conversion, task monitoring, and image uploading.
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    1
    TypeScript
    MIT License
  • Why this server?

    Retrieves documentation and information from the Peacock extension's GitHub repository

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    MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
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    1,817
    1
    TypeScript
    MIT License
    • Linux
    • Apple
  • Why this server?

    Hosts the MCP server code repository at wazzan/mcp-coincap-jj, enabling version control and collaboration for the project.

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    A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface. Updated to use Coin Cap API v3
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    15
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Integration with GitHub for accessing logo assets through the logo_search tool.

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    An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
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  • Why this server?

    Enables file operations, repository management, search functionality, and more through the GitHub API. Includes capabilities for managing files, repositories, issues, pull requests, and performing searches across GitHub's platform.

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    MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more.
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    36,796
    34,289
    JavaScript
    MIT License
  • Why this server?

    Mentioned in an example for repository hosting, allowing tasks to reference GitHub repositories as part of project setup.

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    MCP server for "taming the Claude" with structured task queues.
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    TypeScript
    MIT License
    • Linux
    • Apple
  • Why this server?

    Integrates with Binary Ninja for binary analysis, allowing Cline to leverage Binary Ninja's reverse engineering capabilities to analyze and understand binary files through an MCP server bridge.

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    An MCP server that enables Cline to analyze binaries using Binary Ninja with a Personal License through a bridge implementation.
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    GPL 3.0
  • Why this server?

    Provides repository hosting for the Shodan MCP Server code and issue tracking

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    Provides access to Shodan API functionality, enabling AI assistants to query information about internet-connected devices for cybersecurity research and threat intelligence.
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    JavaScript
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides access to the project repository for installation via git clone from GitHub.

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    A server implementation for interacting with Wikidata API using the Model Context Protocol, providing tools for searching identifiers, extracting metadata, and executing SPARQL queries.
    5
    2
    Python
    MIT License
  • Why this server?

    Supports interactions with GitHub repositories through Git operations like cloning from GitHub URLs, pushing to and pulling from GitHub remotes, enabling LLMs to manage code on GitHub.

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    A Model Context Protocol server that enables Large Language Models to interact with Git repositories through a robust API, supporting operations like repository initialization, cloning, file staging, committing, and branch management.
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    23
    TypeScript
    Apache 2.0
  • Why this server?

    Hosted on GitHub with repository access for cloning, contributing, and accessing documentation and case studies.

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    A metacognitive pattern interrupt system that helps prevent AI assistants from overcomplicated reasoning paths by providing external validation, simplification guidance, and learning mechanisms.
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    20
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Provides access to the HackMD API, enabling note management capabilities including creating, reading, updating, and deleting notes, viewing read history, and working with team notes on the HackMD collaborative markdown platform.

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    A Model Context Protocol server that enables AI assistants to interact with the HackMD API for managing notes, including creating, reading, updating, and deleting notes.
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    14
    TypeScript
    MIT License
  • Why this server?

    Hosts the repository for the MCP server code, allowing users to clone and install the integration.

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    MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit vocal tracks e.g. adding lyrics to the melody.
    6
    Apache 2.0
    • Apple
  • Why this server?

    ATLAS integrates with GitHub through the Skills system, with configuration options for GitHub username and email available through environment variables.

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    ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.
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    TypeScript
    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Provides access to GitHub trending repositories and developers data, with filtering capabilities by programming language, time period, and spoken language

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    A MCP server that provides access to GitHub trending repositories and developers data through a simple API interface.
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    1
    Python
    MIT License
    • Apple
  • Why this server?

    Hosts the project repository and provides issue tracking and development collaboration tools

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    MCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.
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    Python
    MIT License
    • Apple
  • Why this server?

    Recommended platform for hosting the VeyraX MCP documentation and code.

    VeyraXofficial

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    Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
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    TypeScript
  • Why this server?

    Allows CI/CD integration through GitHub Actions, as shown by the test workflow badge in the README.

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    Memory bank with Server as SSH support for central knowledge base
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    TypeScript
    MIT License
  • Why this server?

    Provides instructions for cloning the MCP server repository from GitHub as part of the installation process.

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    一个用于联网搜索的MCP服务器,基于博查搜索API A MCP server for internet search, based on the Bocha Search API
    1
    Python
    MIT License
  • Why this server?

    Integrates with GitHub for repository management, allowing users to clone the DroidMind repository and contribute through GitHub's pull request workflow.

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    A Model Context Protocol (MCP) server that enables AI assistants to control and interact with Android devices, allowing for device management, app debugging, system analysis, and UI automation through natural language commands.
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    Python
    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Hosts the repository for the MCP server code, enabling collaboration and distribution of the integration.

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    A Model Context Protocol server that enables Claude Desktop to interact with Microsoft Dynamics 365, allowing users to retrieve information, create and update accounts, and manage opportunities through natural language.
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    2
    JavaScript
    MIT License
  • Why this server?

    Extracts information from GitHub repositories for documentation generation

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    Automates the creation of standardized documentation by extracting information from source files and applying templates, with integration capabilities for GitHub, Google Drive, and Perplexity AI.
    3
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Provides installation directly from GitHub repository, with specific instructions for cloning and building from the GitHub source.

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    A Model Context Protocol server that extracts images from URLs or base64 data and converts them into a format suitable for LLM analysis, allowing AI models to process and understand visual content.
    3
    MIT License
  • Why this server?

    Provides access to GitHub repositories for cloning the MCP server codebase

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    A server that enables AI assistants to create and edit PowerPoint presentations with features for adding various slide types, tables, charts, and AI-generated images through Stable Diffusion.
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    1
    Python
    MIT License
    • Apple
    • Linux
  • Why this server?

    Hosts the MCP server repository where users can access the code and installation instructions.

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    Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. This is especially useful for developing desktop applications that require complex user interactions to test.
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    13
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Source code hosting and version control integration for collaboration and contributions

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    Chain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code r
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    6
    7
    TypeScript
    MIT License
  • Why this server?

    Supports automated deployment via GitHub Actions for continuous integration and version releases of tools

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    An AI-powered automation tool development platform that provides modular architecture with tool hot-reloading, enterprise-grade integration capabilities, and real-time updates with zero-downtime deployment.
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    4
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Hosts the project repository for version control and distribution of the eClass MCP server code

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    An MCP server that enables AI agents to authenticate with and interact with Open eClass platform instances, supporting UoA's SSO authentication system for retrieving course information and performing basic platform operations.
    4
    1
    Python
    MIT License
  • Why this server?

    Enables access to content from GitHub repositories, specifically for displaying images and assets as shown in the README.

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    Enables users to search for academic articles on platforms like arXiv using specific keywords, with plans to integrate more scholarly databases in the future.
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    40
    Python
    MIT License
    • Apple
  • Why this server?

    Provides integration with GitHub's Projects v2 API for Agile project management, allowing for managing GitHub Projects, Issues, and Repositories through a Model Context Protocol server.

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    Enables users to interact with GitHub's Projects v2 API through natural language for Agile project management, supporting repository details, issue tracking, and project board management operations.
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    TypeScript
    GPL 2.0
  • Why this server?

    Allows MCP clients to extract information about Github repositories including repository summaries, project directory structure, and file content

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    An MCP server for gitingest. It allows MCP clients like Claude Desktop, Cursor, Cline etc to quickly extract information about Github repositories including repository summaries, project directory structure, file contents, etc
    3
    8
    Python
    MIT License
    • Apple
  • Why this server?

    Supports private npm registries including GitHub Packages via .npmrc configuration

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    Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
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    23
    TypeScript
    MIT License
  • Why this server?

    Displays GitHub Actions workflow status for tests through a badge in the README

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    Memory Bank Server provides a set of tools and resources for AI assistants to interact with Memory Banks. Memory Banks are structured repositories of information that help maintain context and track progress across multiple sessions.
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    13
    TypeScript
    MIT License
  • Why this server?

    Supports integration with GitHub repositories for code exploration and PR review workflows, allowing users to analyze code changes and repository structures.

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    Chat with your codebase through intelligent code searching without embeddings by breaking files into logical chunks, giving the LLM tools to search these chunks, and letting it find specific code needed to answer your questions.
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    22
    Python
    MIT License
  • Why this server?

    Enables installation directly from GitHub repository, providing version control and distribution of the MCP server through git commands.

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    A Model Context Protocol server that retrieves detailed geographic information about IP addresses using the ipinfo.io API, helping determine user location and network details.
    1
    5
    Python
    MIT License
  • Why this server?

    Allows interaction with the GitHub API through PyGithub. Provides tools for managing issues, repositories, and pull requests, including creating and updating issues, managing comments, handling labels, assignees, and milestones.

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    Enables AI assistants to interact with GitHub through the PyGithub library, providing tools for managing issues, repositories, pull requests, and other GitHub operations with intelligent parameter handling and error management.
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    Python
    MIT License
  • Why this server?

    Allows to create Railway services from GitHub repositories and is mentioned as a recommended companion MCP server.

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    Let Claude and Cursor manage your Railway infrastructure through natural language. Deploy, configure, and monitor - autonomously and safely.
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    10
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Integrates with Awesome-llms-txt GitHub repository to make documentation resources available in conversations

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    MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.
    10
    Python
    MIT License
  • Why this server?

    Searches GitHub repositories for similar issues based on issue descriptions, calculates similarity scores, and returns formatted issue details with links to help support engineers speed up troubleshooting.

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    Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions.
    1
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Allows to extract code from GitHub repositories and provide it as context to Claude

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    A Model Context Protocol server that connects GitHub code to Claude.ai. This server utilizes the Pera1 service to extract code from GitHub repositories and provide better context to Claude.
    1
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    1
    JavaScript
    MIT License
    • Apple
  • Why this server?

    Provides contact information via GitHub (CabLate) for support and collaboration.

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    Provides comprehensive document processing, including reading, converting, and manipulating various document formats with advanced text and HTML processing capabilities.
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    5
    TypeScript
    MIT License
  • Why this server?

    Search GitHub for both repositories and code examples through the search_github tool

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    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
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    25
    JavaScript
    AGPL 3.0
    • Apple
  • Why this server?

    Allows filtering MCP servers by GitHub integration

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    PulseMCP Server is a TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and summarize text notes through Model Context Protocol with URI-based resource management and LLM summarization prompts.
    2
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    6
    JavaScript
    MIT License
    • Apple
  • Why this server?

    Provides template repository that can be used to create custom tools for Cursor IDE from GitHub

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    A simple template for creating custom tools for Cursor IDE using Model Context Protocol, deployable via Heroku, Docker, or directly within Cursor IDE.
    2
    Python
    MIT License
  • Why this server?

    The server integrates with Daipendency, which is hosted on GitHub and provides documentation extraction capabilities

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    Get the narrative and API documentation for the exact version of any of your dependencies. (Only Rust is supported at the moment.)
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    43
    47
    TypeScript
    MIT License
  • Why this server?

    Allows LLMs to fetch GitHub issue details and use them as task descriptions.

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    Enables LLMs to interact with GitHub issues by providing details as tasks, allowing for seamless integration and task management through GitHub's platform.
    1
    19
    9
    JavaScript
    MIT License
  • Why this server?

    Provides repository access for installation and contribution to the codebase via git clone from GitHub.

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    Enables Claude to interact with Ethereum nodes, allowing users to check ENS token balances, view smart contract code, and decode transactions through natural language.
    5
    1
    JavaScript
    MIT License
  • Why this server?

    The MCP server is hosted on GitHub and references GitHub in its badges

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    Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and strategic planning tasks.
    5
    15
    TypeScript
    Apache 2.0
  • Why this server?

    Supports contributing through GitHub and using the GitHub issue tracker for support

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    A server enabling integration between KoboldAI's text generation capabilities and MCP-compatible applications, with features like chat completion, Stable Diffusion, and OpenAI-compatible API endpoints.
    20
    0
    1
    JavaScript
    MIT License
  • Why this server?

    Provides authentication via GitHub OAuth, allowing users to login and manage their saved Claude conversations.

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    An MCP server that enables saving and sharing Claude Desktop conversations, allowing users to store chats privately or make them public through a web interface.
    2
    6
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Allows GitHub organization management, including listing organizations, repositories, creating repositories, adding collaborators, and updating repository settings using the GitHub API

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    This TypeScript-based MCP server enables users to manage a simple notes system with capabilities to create and summarize notes through structured prompts and resources.
    5
    0
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Uses GitHub's API to access popular repositories, requiring a GitHub token for better API rate limits

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    Provides Zig language tooling and code analysis, enhancing AI capabilities with Zig-specific functions like code optimization, compute unit estimation, code generation, and recommendations for best practices.
    4
    8
    JavaScript
    MIT License
  • Why this server?

    The MCP server integrates with GitHub for version control, repository hosting, and showing build status through badges.

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    MCP server for collecting code from files and directories into a single markdown document.
    2
    4
    Python
    MIT License
  • Why this server?

    Provides tools for managing GitHub issues in a Kanban board format, including listing, creating, and updating issues, applying labels, assigning users, and adding comments to tasks. Enables efficient task management and project visualization through GitHub's issue tracking system.

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    A
    license
    A
    quality
    A Model Context Protocol server that enables efficient management of GitHub issues in a Kanban board format, allowing LLMs to automate task management through GitHub integration.
    4
    2
    4
    TypeScript
    MIT License
  • Why this server?

    Integrates with GitHub for issue tracking and contributions, with references to the GitHub Issues page for bug reports and feature requests.

    A
    security
    A
    license
    A
    quality
    MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
    1
    104
    Python
    MIT License
    • Apple
  • Why this server?

    Enables repository management, issue creation from code analysis results, and GitHub integration features.

    A
    security
    A
    license
    A
    quality
    Provides tools for collecting and documenting code from directories.
    4
    81
    12
    TypeScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Provides access to GitHub repository data, allowing interaction with repositories to manage GitHub Actions workflows and analyze their execution.

    A
    security
    F
    license
    A
    quality
    An MCP server that enables AI assistants to manage GitHub Actions workflows by providing tools for listing, viewing, triggering, canceling, and rerunning workflows through the GitHub API.
    9
    18
    TypeScript
  • Why this server?

    Offers interactive demos via GitHub Codespaces for quick testing and exploration of the Gateway capabilities.

    -
    security
    A
    license
    -
    quality
    MCP-Server from your Database optimized for LLMs and AI-Agents. Supports PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch, DuckDB
    237
    Go
    Apache 2.0
    • Linux
  • Why this server?

    References GitHub as the home of the Fonoster open-source project where users can find more information.

    -
    security
    A
    license
    -
    quality
    MCP server that lists applications and phone numbers, and initiates outbound calls via Fonoster.
    69
    6,576
    TypeScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Provides integration with GitHub for issue tracking and community discussions through the Verodat organization.

    -
    security
    A
    license
    -
    quality
    An MCP server that integrates Verodat's data management capabilities with AI systems like Claude Desktop, enabling users to manage accounts, workspaces, and datasets, as well as perform AI-powered queries on their data.
    1
    TypeScript
    Apache 2.0
    • Apple
  • Why this server?

    Offers container image distribution through GitHub Container Registry

    A
    security
    F
    license
    A
    quality
    A server implementing the Model Context Protocol (MCP) to support Agent8 SDK development by providing system prompts and code example search capabilities through stdio and SSE transports.
    8
    TypeScript
  • Why this server?

    Provides access to GitHub Enterprise and GitHub.com repositories, enabling repository management, branch listing, file content retrieval, and issue/PR handling through the GitHub API.

    A
    security
    F
    license
    A
    quality
    An MCP server that enables integration with GitHub Enterprise API, allowing users to access repository information, manage issues, pull requests, workflows, and other GitHub features through Cursor.
    16
    139
    10
    TypeScript
    • Linux
    • Apple
  • Why this server?

    Enables integration through GitHub Discussions as part of the community engagement channels for the MCP server.

    -
    security
    A
    license
    -
    quality
    A comprehensive toolkit for building AI agents with blockchain capabilities, enabling interactions with multiple blockchain networks for tasks like wallet management, fund transfers, smart contract interactions, and cross-chain asset bridging.
    TypeScript
    GPL 3.0
    • Linux
    • Apple
  • Why this server?

    Provides repository access for installation of the MCP server from the Awesome-MCP-Server GitHub repository.

    A
    security
    F
    license
    A
    quality
    MCP server that fetches LinkedIn profile information using the Fresh LinkedIn Profile Data API, allowing users to retrieve profile data in JSON format by providing a LinkedIn profile URL.
    1
    Python
  • Why this server?

    Connects to a GitHub repository where the MCP server code is hosted, allowing users to clone the caiyun-weather-mcp repository to set up the weather service.

    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides comprehensive weather data querying capabilities based on the Caiyun Weather API, supporting real-time weather, forecasts, and alerts with multi-language support.
    7
    1
    TypeScript
  • Why this server?

    Hosts the MCP server repository, allowing users to clone and access the codebase.

    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that connects to Amadeus API, enabling AI assistants to search flights, analyze prices, find best travel deals, and plan multi-city trips.
    294
    TypeScript
  • Why this server?

    Provides tools for interacting with GitHub repositories, fetching the latest releases, and accessing repository information.

    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables integration with GitHub Actions, allowing users to fetch available actions, get detailed information about specific actions, trigger workflow dispatch events, and fetch repository releases.
    4
    92
    1
    JavaScript
    • Apple
  • Why this server?

    Provides access to the MCP server code through GitHub repositories, specifically from the 국가보훈부 (Ministry of Patriots and Veterans Affairs) organization.

    A
    security
    F
    license
    A
    quality
    국가보훈부 공훈전자사료관의 독립유공자 공훈록 및 공적조서를 Claude Desktop에서 조회할 수 있는 Model Context Protocol 서버입니다.
    5
    Python
    • Apple
  • Why this server?

    Provides comprehensive GitHub data analysis for repositories, developers, and organizations, including star trends, contributor activity, commit history, and comparison between projects. Also offers access to curated collections of projects and supports natural language queries about GitHub data.

    A
    security
    F
    license
    A
    quality
    Provides GitHub data analysis for repositories, developers, and organizations, enabling insights into open source ecosystems through API calls and natural language queries.
    5
    2
    JavaScript
  • Why this server?

    Enables access to Aptos documentation repositories with optional GitHub token support for increased API rate limits.

    A
    security
    F
    license
    A
    quality
    A MCP server for interacting with Aptos documentation and creating full-stack Aptos blockchain applications.
    6
    Python
    • Apple
  • Why this server?

    Allows management of GitHub issues, pull requests, and projects. Features include creating, updating, and listing issues; adding comments; creating, updating, and merging pull requests; managing pull request reviews; and creating and managing GitHub projects.

  • Why this server?

    Provides tools for mapping and analyzing GitHub repositories, including setting authentication tokens, retrieving repository structures, and accessing summary information like stars, forks, language, and update dates.

    A
    security
    F
    license
    A
    quality
    Provides tools for mapping and analyzing GitHub repositories. It allows users to set a GitHub Personal Access Token and retrieve detailed information about a specified repository, including its structure and summary statistics.
    2
    12
    TypeScript
  • Why this server?

    Provides access to source code and contribution opportunities through GitHub

    A
    security
    F
    license
    A
    quality
    AI-driven tool that helps developers create beautiful UI components instantly through natural language descriptions, integrating with popular IDEs like Cursor, Windsurf, and VSCode.
    3
    1
  • Why this server?

    Provides integration for repository management, allowing users to fork, clone, and contribute to the WebSearch project.

    A
    security
    F
    license
    A
    quality
    Built as a Model Context Protocol (MCP) server that provides advanced web search, content extraction, web crawling, and scraping capabilities using the Firecrawl API.
    4
    1
    Python
    • Apple
    • Linux
  • Why this server?

    Mentioned as the source repository location for cloning the project with 'git clone https://github.com/bossjones/datetime-mcp-server.git'

    A
    security
    F
    license
    A
    quality
    This server enables users to store, manage, and summarize notes using a custom URI scheme, with functionality to add new notes and generate summaries with varying levels of detail.
    3
    Python
    • Apple
  • Why this server?

    Offers GitHub integration via Personal Access Token to perform Git operations specifically with GitHub repositories

    A
    security
    F
    license
    A
    quality
    The Git MCP Server allows AI assistants to perform enhanced Git operations via the Model Context Protocol, supporting core Git functions, branch and tag management, GitHub integration, and more.
    21
    55
    4
    TypeScript
  • Why this server?

    Allows interaction with the GitHub API for file operations, repository management, search functionality, issue/PR management, branch creation, and more.

    A
    security
    F
    license
    A
    quality
    MCP Server for the GitHub API, providing features for file operations, repository management, and advanced search, with automatic branch creation and comprehensive error handling.
    18
    4
    1
    TypeScript
  • Why this server?

    Supports GitHub as an LLM provider through API key integration

    A
    security
    F
    license
    A
    quality
    Enables browser automation using Python scripts, offering operations like taking webpage screenshots, retrieving HTML content, and executing JavaScript.
    4
    15
    Python
    • Linux
  • Why this server?

    Allows fetching commits and pull request data from GitHub repositories to generate formatted release notes

    A
    security
    F
    license
    A
    quality
    Generates comprehensive and formatted release notes from GitHub repositories, efficiently organizing commits by type and including detailed statistics using smart API usage.
    3
    2
    TypeScript
  • Why this server?

    Used as the source repository for the MCP server code

    A
    security
    F
    license
    A
    quality
    The Modes MCP Server allows for comprehensive management and control over custom operational modes, supporting full CRUD operations, schema validation, and real-time configuration changes for enhanced mode management.
    6
    12
  • Why this server?

    Provides tools for interacting with GitHub's API, allowing users to create repositories with auto-generated names from descriptions, add topics/tags to repositories, set repository homepages, and initialize repositories with README files.

    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables AI models to interact with GitHub's API, allowing for repository creation and management with descriptions, topics, and website URLs through natural language commands.
    1
    JavaScript
  • Why this server?

    Enables analysis of GitHub repositories to generate UI flow diagrams, automatically identifying components and their relationships in React/Angular codebases.

    A
    security
    F
    license
    A
    quality
    Enables users to create UI flowcharts by generating visualizations of user interfaces and interactions through an easy-to-use API within MCP-compatible systems.
    1
    7
    5
    TypeScript
  • Why this server?

    Reduces token usage when interacting with GitHub repositories by caching repository content, issue details, PR information, and other GitHub-related data.

    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that reduces token consumption by efficiently caching data between language model interactions, automatically storing and retrieving information to minimize redundant token usage.
    4
    3
    JavaScript
  • Why this server?

    Used for source code hosting and version control for the Ideogram MCP Server project

    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides image generation capabilities using the Ideogram API, allowing users to create images from text prompts with customizable parameters.
    1
    1
    3
    JavaScript
  • Why this server?

    Enables visualization of GitHub repositories with automatic handling of GitHub-specific files through customizable ignore patterns, while providing badges that link back to the GitHub repository's license, issues, and pull requests.

    A
    security
    F
    license
    A
    quality
    A TypeScript-based server that visualizes project directory structures in Markdown format, automatically documenting file contents with syntax highlighting and supporting customizable exclusion patterns.
    1
    3
    2
    TypeScript
    • Linux
    • Apple
  • Why this server?

    Hosts the repository at github.com/kablewy/fred-mcp-server, allowing for easy distribution and installation.

    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides tools to search and retrieve economic data series from the Federal Reserve Economic Data (FRED) API.
    2
    3
    TypeScript
  • Why this server?

    Hosts the Fiscal Data MCP Server repository for access and implementation.

    A
    security
    F
    license
    A
    quality
    Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific treasury statements, access historical data, and generate formatted reports.
    12
    6
    TypeScript
    • Apple
  • Why this server?

    References GitHub for accessing source code and documentation, with links to specific implementation details.

    -
    security
    A
    license
    -
    quality
    You are capable of interpreting golang code and judge it under the most strict ddd and clean architecture paragidms
    51
    GPL 3.0
    • Linux
    • Apple
  • Why this server?

    Enables accessing repositories for code processing and interacting with GitHub-hosted codebases to generate structured prompts.

    -
    security
    A
    license
    -
    quality
    A code ingestion tool that transforms your code into AI-optimized prompts instantly. Gather the relevant context with code2prompt under the hood. Learn more at code2prompt.dev
    5,363
    Rust
    MIT License
    • Linux
    • Apple
  • Why this server?

    Allows visualizing and editing data stored in GitHub repositories, with features for entity relationship diagrams and executing custom SQL queries.

    -
    security
    F
    license
    -
    quality
    DBCode is a Visual Studio Code extension that allows you to manage many databases, including PostgreSQL, MySQL, SQL Server, DuckDB, Redis, MongoDB, and more. DBCode offers the option to run an MCP server, providing access to those databases, their schemas, and the ability to execute queries.
    4
    80
  • Why this server?

    Distributes the containerized application through GitHub Packages with versioned releases and development builds tagged with Git commit SHA

    -
    security
    A
    license
    -
    quality
    A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.
    57
    Python
    MIT License
    • Apple
  • Why this server?

    Allows installation from GitHub source repository as an alternative to package managers

    -
    security
    A
    license
    -
    quality
    An experimental Model Context Protocol server that enables Large Language Models to read, search, and manipulate OpenFGA authorization stores, unlocking fine-grained access control for agentic AI and natural language interactions.
    1
    Python
    Apache 2.0
  • Why this server?

    Hosts the repository that can be cloned for installation.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that enables real-time, interactive AI chat with Selector AI through a streaming-capable server and Docker-based client communicating via stdin/stdout.
    1
    Python
    Apache 2.0
  • Why this server?

    Allows integration with GitHub repositories, enabling AI assistants to access and interact with project files via the SettleMint MCP server

    -
    security
    F
    license
    -
    quality
    Leverage SettleMint's Model Context Protocol server to seamlessly interact with enterprise blockchain infrastructure. Build, deploy, and manage smart contracts through AI-powered assistants, streamlining your blockchain development workflow for maximum efficiency.
    1,605
    13
    TypeScript
  • Why this server?

    Enables querying GitHub resources through the AWS CodePipeline service, allowing access to repository deployment information and pipeline execution details.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    6
    Python
    MIT License
    • Linux
  • Why this server?

    Allows code analysis and repository evaluation capabilities as demonstrated in the example command 'Analyze https://github.com/BenderV/autochat'.

    -
    security
    A
    license
    -
    quality
    Stores metadata for MCP servers and provides smart search capabilities, allowing users to find appropriate MCP servers for their queries and route requests to the most suitable server.
    4
    Python
    MIT License
  • Why this server?

    Facilitates contribution to the project through the GitHub repository, including issue reporting and pull request submission.

    -
    security
    A
    license
    -
    quality
    The Apple Books MCP server bridges the gap between your personal reading journey and AI capabilities by transforming static book collections into interactive knowledge repositories.
    Python
    Apache 2.0
    • Apple
  • Why this server?

    Integrates with claude-local-files from GitHub for handling large datasets and creating artifacts

    -
    security
    A
    license
    -
    quality
    Connects Claude Desktop directly to databases, allowing it to explore database structures, write SQL queries, analyze datasets, and create reports through an API layer with tools for table exploration and query execution.
    137
    Python
    Mozilla Public License 2.0
    • Apple
  • Why this server?

    Repository hosting for the project with workflows and actions integration

    -
    security
    A
    license
    -
    quality
    A comprehensive toolkit that enhances LLM capabilities through the Model Context Protocol, allowing LLMs to interact with external services including command-line operations, file management, Figma integration, and audio processing.
    10
    Python
    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Used for project cloning and source code management during development and installation

    -
    security
    A
    license
    -
    quality
    An MCP server that provides healthcare tools for interacting with FHIR data and medical resources on EMRs like Cerner and Epic
    28
    JavaScript
    MIT License
    • Apple
  • Why this server?

    Referenced as the repository platform where the OneSignal MCP code is hosted and can be cloned from.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that wraps the OneSignal REST API, enabling management of push notifications, emails, SMS, user devices, and segments across multiple OneSignal applications.
    Python
    MIT License
  • Why this server?

    References to GitHub repositories for MCP-related projects and resources, including the official MCP Python SDK, server implementations, and community resources.

    -
    security
    A
    license
    -
    quality
    A minimal server/client application implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI.
    15
    Python
    MIT License
  • Why this server?

    Repository hosting for DiffuGen, providing issue tracking and collaboration features

    -
    security
    A
    license
    -
    quality
    Powerful image generation system leveraging multiple Stable Diffusion models (flux-schnell, flux-dev, sdxl, sd3, sd15) for creating high-quality AI-generated images with precise customization.
    8
    MIT License
    • Linux
    • Apple
  • Why this server?

    Integrates with Llama Stack (hosted on GitHub) to provide document processing capabilities to LLM applications built with the Llama Stack framework.

    -
    security
    A
    license
    -
    quality
    A server that provides document processing capabilities using the Model Context Protocol, allowing conversion of documents to markdown, extraction of tables, and processing of document images.
    6
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides repository access for installation and contribution to the LND MCP Server project.

    -
    security
    A
    license
    -
    quality
    Connects to Lightning Network nodes and enables natural language queries for channel information, providing both human-readable responses and structured JSON data through the Model Context Protocol.
    3
    TypeScript
    Apache 2.0
    • Apple
    • Linux
  • Why this server?

    The MCP server provides integration with VS Code's development tools for working with GitHub repositories, facilitating code navigation, analysis, and manipulation capabilities when using AI coding assistants.

    -
    security
    A
    license
    -
    quality
    A VS Code extension provides a MCP server that exposes Roslyn language features. It enables tools like find usages, go to definition, quick info, etc.
    41
    TypeScript
    AGPL 3.0
    • Linux
    • Apple
  • Why this server?

    Distributes the CheatEngine plugin through GitHub and provides repository functionality

    -
    security
    A
    license
    -
    quality
    Python-based toolkit that communicates with CheatEngine through MCP interface, allowing memory reading and assembly code analysis.
    5
    Python
    MIT License
  • Why this server?

    Links to companion repositories for detailed setup of the hybrid database system and encourages contributions through Pull Requests

    -
    security
    A
    license
    -
    quality
    Enables querying a hybrid system that combines Neo4j graph database and Qdrant vector database for powerful semantic and graph-based document retrieval through the Model Context Protocol.
    2
    Python
    MIT License
  • Why this server?

    Provides integration with GitHub for installation and version control of the hydrological data service.

    -
    security
    A
    license
    -
    quality
    Real-time hydrological information retrieval service that provides water level, precipitation, dam discharge data, and observatory location information.
    Python
    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Provides access to the source code repository for local installation and contribution to the project.

    -
    security
    A
    license
    -
    quality
    Heimdall is a lightweight service to manage local MCP Servers and can be installed with a single npx command. Specific MCP server tools can be authorized for your MCP clients, and the same config is accessible to all MCP clients on your device.
    92
    1
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Hosts the repository and enables collaboration through forking, branching, and pull requests for contributing to the MCP server.

    -
    security
    A
    license
    -
    quality
    Generate animation like 3blue1brown using a single prompt.
    30
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides automated browser interaction with GitHub through Rod, enabling actions like clicking elements, taking screenshots, and generating PDFs when browsing GitHub repositories and interfaces.

    -
    security
    F
    license
    -
    quality
    Rod-MCP provides browser automation capabilities for your applications by using Rod. The server provides many useful mcp tools enable LLMs to interact with the web pages, like click, take screenshot, save page as pdf etc.
    11
    Go
  • Why this server?

    Available as a GitHub repository that can be cloned and installed, with references to GitHub issues that the tool addresses.

    -
    security
    A
    license
    -
    quality
    An MCP (Model Context Protocol) server that chains calls to other MCP tools, reducing token usage by allowing sequential tool execution with result passing
    109
    25
    JavaScript
    MIT License
  • Why this server?

    Used for repository hosting and integration with awesome-akash repository to retrieve SDL templates.

    -
    security
    A
    license
    -
    quality
    A TypeScript server implementing the Model Context Protocol that enables AI agents to interact with the Akash Network, allowing them to deploy applications, create leases, manage deployments, and access other Akash services through typed tools.
    TypeScript
    Apache 2.0
    • Apple
  • Why this server?

    Updates local resource files with the latest OpenTelemetry component information from GitHub repositories.

    -
    security
    A
    license
    -
    quality
    An MCP server implementation that enables dynamic configuration of OpenTelemetry Collectors, allowing users to add, remove, and configure receivers, processors, and exporters through MCP tools.
    2
    TypeScript
    GPL 3.0
  • Why this server?

    Provides authentication capabilities via OAuth2 for testing secured GitHub API endpoints to identify security vulnerabilities in authentication flows, token handling, and data access controls.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server designed for testing backend APIs for security vulnerabilities like authentication bypass, injection attacks, and data leakage.
    1
    TypeScript
    MIT License
  • Why this server?

    Hosts the repository for the FalkorDB MCP server, enabling source code access and contribution through Pull Requests.

    -
    security
    A
    license
    -
    quality
    Allows AI models to query and interact with FalkorDB graph databases through the Model Context Protocol (MCP) specification.
    4
    TypeScript
    MIT License
  • Why this server?

    Enables interaction with GitHub through the GitHub CLI to create PRs and work with repositories

    -
    security
    A
    license
    -
    quality
    Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compiling, type checking, linting, github cli, python
    369
    Python
    Apache 2.0
    • Apple
    • Linux
  • Why this server?

    Provides comprehensive GitHub API access, enabling file and repository management, code/issues/PRs/users search, branch creation, issue tracking, pull request workflows, and commit history retrieval through the GitHub platform.

    -
    security
    A
    license
    -
    quality
    Enables interaction with GitHub repositories through the GitHub API, allowing file operations, repository management, issue tracking, and code search through natural language commands.
    2
    TypeScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Provides integration with GitHub repositories for cloning and accessing the HTTP-4-MCP server codebase.

    -
    security
    A
    license
    -
    quality
    HTTP-4-MCP configuration tool allows you to easily convert HTTP API into MCP tool, writing the code written. Through simple interface operation, you can quickly configure an mcp-server.
    1
    JavaScript
    Mulan Permissive Software License, Version 2
    • Linux
    • Apple
  • Why this server?

    Repository hosting for the MCP server code, accessed through cloning for installation.

    -
    security
    A
    license
    -
    quality
    Enhances LLM applications with deep autonomous web research capabilities, delivering higher quality information than standard search tools by exploring and validating numerous trusted sources.
    65
    Python
    MIT License
    • Apple
  • Why this server?

    Enables cloning the source code repository from GitHub for installation and development.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that exposes Synapse Entities (Datasets, Projects, Folders, Files, Tables) with their annotations, enabling programmatic access to Synapse data resources through a RESTful API.
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Extracted from the modelcontextprotocol/servers GitHub repository to create a standalone implementation, with source code available on GitHub.

    -
    security
    A
    license
    -
    quality
    A test server implementing all features of the MCP protocol, including prompts, tools, resources, and sampling, designed for testing MCP clients rather than practical applications.
    TypeScript
    MIT License
  • Why this server?

    Provides access to GitHub repositories and data through the @modelcontextprotocol/server-github package, requiring a personal access token for authentication.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server for Cursor IDE that simplifies the installation and configuration of other MCP servers.
    882
    23
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Enables repository cloning from GitHub as part of the setup process.

    -
    security
    A
    license
    -
    quality
    A FastMCP-based interface for Metasploit Framework, enabling AI agents to interact with Metasploit capabilities for exploitation, payload generation, target scanning, and session management.
    Python
    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Hosts the repository for the MCP server code, enabling collaborative development and issue tracking.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables interaction with Microsoft Dynamics 365 CRM from Claude Desktop, allowing users to retrieve, create, and update CRM data through natural language.
    2
    JavaScript
    MIT License
  • Why this server?

    Hosted on GitHub with documentation and resources available through the repository.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides access to Unity Catalog Functions, allowing AI assistants to list, get, create, and delete functions within Unity Catalog directly through a standardized interface.
    8
    Python
    MIT License
  • Why this server?

    Provides repository access for the MCP server code and includes demo examples hosted on GitHub assets.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants to perform real-time carbon emissions calculations and provide climate impact insights by interfacing with the Climatiq API.
    Python
    MIT License
    • Apple
    • Linux
  • Why this server?

    Provides demo capabilities through GitHub assets, demonstrating the coding preferences functionality in action.

    -
    security
    F
    license
    -
    quality
    An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.
    39
    Python
  • Why this server?

    Hosts the repository for the Florence-2 MCP server, allows installation via git

  • Why this server?

    Hosts the server repository, enabling installation directly from GitHub

    -
    security
    A
    license
    -
    quality
    An MCP server that provides integration with Microsoft's AutoGen framework, enabling multi-agent conversations through a standardized interface.
    1
    Python
    MIT License
  • Why this server?

    Enables installation and distribution of the Crypto Fear & Greed Index MCP server through GitHub repositories, allowing users to clone and deploy the server from the GitHub platform.

    -
    security
    A
    license
    -
    quality
    A mcp server that provides real-time and historical Crypto Fear & Greed Index data.
    6
    Python
    MIT License
  • Why this server?

    Provides access to the Dune Analytics MCP server codebase hosted on GitHub, which can be cloned from the kukapay/dune-analytics-mcp repository.

    -
    security
    A
    license
    -
    quality
    A mcp server that bridges Dune Analytics data to AI agents.
    7
    Python
    MIT License
  • Why this server?

    Offers repository access via GitHub for installation, with the server hosted at github.com/kukapay/whereami-mcp.git.

    -
    security
    A
    license
    -
    quality
    A lightweight mcp server that tells you exactly where you are.
    Python
    MIT License
  • Why this server?

    Integrates with GitHub repositories to show license and commit information through badge displays.

    -
    security
    A
    license
    -
    quality
    A lightweight mcp server that tells you exactly what time is it based on your IP.
    3
    Python
    MIT License
  • Why this server?

    Provides repository-based installation via git clone from GitHub, with structured project organization and documentation

    -
    security
    A
    license
    -
    quality
    An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks.
    1
    Python
    MIT License
  • Why this server?

    Enables cloning the project from GitHub repositories as part of the setup process

    -
    security
    A
    license
    -
    quality
    A TypeScript-based Model Context Protocol toolkit that enables AI to interact with code files, manage translations, build projects, and search for files and code content.
    650
    2
    TypeScript
    MIT License
  • Why this server?

    Supports GitHub integration for repository management, tracking issues, pulls, stars and other GitHub project metrics.

    -
    security
    A
    license
    -
    quality
    A server for the Machine Chat Protocol (MCP) that provides a YAML-based configuration system for LLM applications, allowing users to define resources, tools, and prompts without writing code.
    5
    Python
    MIT License
  • Why this server?

    Hosts the repository for the horoscope MCP server, allowing users to clone and install it

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that provides daily horoscope readings and fortune telling for all 12 zodiac signs across multiple time ranges (today, tomorrow, week, month).
    124
    1
    TypeScript
    MIT License
  • Why this server?

    Facilitates repository hosting and code distribution for the Upbit MCP server.

    -
    security
    A
    license
    -
    quality
    Interact with Upbit cryptocurrency exchange services to retrieve market data, manage accounts, and execute trades. Simplify your trading experience with tools for order management, deposits, withdrawals, and technical analysis.
    Python
    MIT License
  • Why this server?

    References repomix from GitHub for preparing codebases in AI-friendly formats (XML, JSON, or TXT)

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's extensive context window.
    1
    Python
    MIT License
  • Why this server?

    Mentioned in workflow badges and repository URLs, but not as a direct integration for the MCP server's functionality.

    -
    security
    A
    license
    -
    quality
    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. Uses Ollama or OpenAI to generate embeddings. Docker files included
    19
    14
    TypeScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Hosts the source code repository, providing version control and enabling users to clone, contribute to, or customize the DynamoDB MCP implementation.

    -
    security
    A
    license
    -
    quality
    A server that enables LLMs like Claude to query AWS DynamoDB databases through natural language requests, supporting table management, data querying, and schema analysis.
    38
    JavaScript
    MIT License
    • Apple
  • Why this server?

    Provides repository access for the MCP server code, supporting installation via git clone from a GitHub repository.

    -
    security
    A
    license
    -
    quality
    An MCP server that enables AI agents to interact with Modal, allowing them to deploy apps and run functions in a serverless cloud environment.
    Python
    MIT License
  • Why this server?

    Repository hosting for the MCP-PDF2MD service, allowing users to clone and set up the service from GitHub

    -
    security
    A
    license
    -
    quality
    PDF to Markdown conversion tool
    1
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Allows installation of the proxy via GitHub repository and displays GitHub license information through a badge.

    -
    security
    A
    license
    -
    quality
    Enables interaction with remote MCP servers using SSE transport instead of STDIO for enhanced communication capabilities.
    212
    Python
    MIT License
    • Apple
  • Why this server?

    Supports installation and deployment from GitHub repositories, with direct integration for source code access

    -
    security
    A
    license
    -
    quality
    A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
    Python
    MIT License
  • Why this server?

    References GitHub repositories for dependencies including schwab-py and the MCP python-sdk.

    -
    security
    A
    license
    -
    quality
    A server that implements the Model Context Protocol for Schwab API, allowing access to account information, positions, stock quotes, and order/transaction history designed for integration with Large Language Models.
    1
    Python
    MIT License
  • Why this server?

    Repository hosting for the JVM MCP Server project.

    -
    security
    A
    license
    -
    quality
    A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.
    31
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides integration with GitHub workflows for continuous integration and deployment of the MCP server

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server providing utility tools for development and testing, offering functionalities like personalized greetings, random card drawing, and datetime formatting with an extensible architecture.
    2,969
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Enables installation of the plugin directly from its GitHub repository.

    -
    security
    A
    license
    -
    quality
    Connects to Xcode's build system to extract, parse, and display errors and warnings from your Swift projects, helping AI assistants quickly identify code issues without manually searching through build logs.
    1
    Python
    MIT License
    • Apple
  • Why this server?

    Hosts the repository and provides collaboration features for contributing to PromptLab

    -
    security
    A
    license
    -
    quality
    Serves prompt templates through a standardized protocol for transforming basic user queries into optimized prompts for AI systems.
    Python
    Apache 2.0
  • Why this server?

    Provides repository access for cloning the project code

    -
    security
    A
    license
    -
    quality
    Explorium AgentSource MCP Server empowers every agent to become an AI-driven, Go-To-Market specialized agent! With over 20 specialized endpoints designed for prospecting, sales, and lead generation, agents can effortlessly generate and enrich accounts and prospects, access deep business insights, an
    2
    Python
    MIT License
    • Apple
  • Why this server?

    Integrates with GitHub repositories, including cloning from GitHub URLs as demonstrated in the installation instructions

    -
    security
    A
    license
    -
    quality
    An agent-based tool that provides web search and advanced research capabilities including document analysis, image description, and YouTube transcript retrieval.
    4
    Python
    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Enables installation of the MCP server directly from a GitHub repository.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server for scraping Weibo user information, feeds, and search functionality. It helps retrieve detailed user profiles, timeline content, and perform user searches on Weibo.
    2
    Python
    MIT License
  • Why this server?

    Provides access to the Kokoro ONNX weights repository for downloading necessary model files.

    -
    security
    A
    license
    -
    quality
    A server that generates MP3 audio files from text using Kokoro TTS technology with optional S3 upload capabilities.
    Python
    Apache 2.0
    • Apple
  • Why this server?

    Provides access to Opera Omnia datasets hosted on GitHub, allowing retrieval of creative content for games, storytelling, and bot development.

    -
    security
    A
    license
    -
    quality
    A server that provides access to the Opera Omnia collection of JSON datasets for games, storytelling, and bot development, offering tools for random selection, filtering, combining datasets, and generating creative content.
    JavaScript
    MIT License
  • Why this server?

    Referenced for source code management and contributions, allowing users to clone the repository and submit pull requests.

    -
    security
    A
    license
    -
    quality
    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Python
    MIT License
  • Why this server?

    Hosted on GitHub with contribution guidelines and continuous integration through GitHub Actions

    -
    security
    A
    license
    -
    quality
    Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced semantic search and chat capabilities. Retrieve relevant context from your documents seamlessly, enabling powerful interactions and comprehensive answers. Streamline knowledge management and improve access to information acr
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Facilitates project contribution, issue reporting, and discussions through GitHub's platform.

    -
    security
    A
    license
    -
    quality
    A server that lets Claude desktop app execute terminal commands on your computer and edit files through Model Context Protocol, featuring command execution, process management, and advanced file operations.
    14,611
    MIT License
    • Linux
    • Apple
  • Why this server?

    Platform for reporting bugs, requesting features, and contributing to the project through Issues and Pull Requests.

    -
    security
    A
    license
    -
    quality
    A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compatible speech synthesis engines (AivisSpeech, VOICEVOX, COEIROINK) through the Model Context Protocol.
    2
    TypeScript
    MIT License
    • Linux
  • Why this server?

    Enables access to repository information, issues, and pull requests via GitHub integration as indicated by the repository activity badges and references.

    -
    security
    A
    license
    -
    quality
    An MCP server enabling AI assistants to search and analyze pharmaceutical data through Cortellis. Features comprehensive drug search, ontology exploration, and real-time clinical trial data access.
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Integrates with GitHub for issue tracking and repository hosting, with instructions for setting up GitHub Actions workflows.

    -
    security
    A
    license
    -
    quality
    Implements a Model Context Protocol server for intelligent end-to-end requirement management and development automation, integrating with Feishu project systems.
    259
    TypeScript
    MIT License
  • Why this server?

    Integrates with the MCP Inspector tool from GitHub (modelcontextprotocol/inspector) for testing and debugging the MCP server.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables collaborative debates between multiple AI agents, allowing them to discuss and reach consensus on user prompts.
    TypeScript
    MIT License
    • Linux
  • Why this server?

    Monitors tidymodels repositories on GitHub, providing access to package information and allowing users to search for issues across the tidymodels ecosystem

    -
    security
    A
    license
    -
    quality
    A server that provides access to the tidymodels R ecosystem, enabling users to list packages, search functions, generate code templates, and search issues through AI assistants like Cline.bot and Claude Desktop.
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Provides repository hosting and cloning capabilities for the MCP server code and documentation.

    -
    security
    A
    license
    -
    quality
    Provides access to Urban Institute's Education Data API through Claude, enabling users to query and analyze detailed educational data from schools, districts, and universities.
    JavaScript
    MIT License
    • Apple
  • Why this server?

    Hosts the Kaltura MCP server repository and provides the container registry for the pre-built Docker images.

    -
    security
    A
    license
    -
    quality
    An implementation of the Model Context Protocol that provides AI models with standardized access to Kaltura's media management capabilities including uploading, retrieving metadata, searching, and managing categories and permissions.
    1
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Enables working with GitHub repositories by extracting relevant code context and producing optimized summaries for AI consumption

    -
    security
    A
    license
    -
    quality
    An MCP server that analyzes codebases and generates contextual prompts, making it easier for AI assistants to understand and work with code repositories.
    2
    Python
    MIT License
  • Why this server?

    Source for cloning the repository containing the MCP server code.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs like Claude to interact with the Alpaca trading API, allowing for trading stocks, checking positions, fetching market data, and managing accounts through natural language.
    Python
    MIT License
  • Why this server?

    Enables access to the repository containing the Frontapp MCP server for installation and deployment purposes.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that integrates LLMs with Frontapp's customer communication platform, enabling access to conversations, contacts, and tags while supporting real-time updates via webhooks.
    TypeScript
    MIT License
  • Why this server?

    Provides tools for interacting with the GitHub API, enabling management of repositories, branches, issues, pull requests, files, and releases. Features include creating and listing repositories, managing branches, creating and tracking issues, handling pull request lifecycles, updating repository files, and creating tagged releases.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLM agents to manage GitHub repositories, issues, pull requests, branches, files, and releases through a standardized interface.
    2
    TypeScript
    Apache 2.0
  • Why this server?

    Provides access to documentation in GitHub repositories, converting them into LLM-friendly prompts through the docs2prompt library

    -
    security
    A
    license
    -
    quality
    An MCP server that enables clients to extract LLM-friendly prompts from documentation in GitHub repositories or hosted websites.
    Python
    Apache 2.0
  • Why this server?

    Enables installation via cloning the GitHub repository, with the source code hosted at github.com/0xhijo/mcp_twitter.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables AI models and applications to interact directly with Twitter/X, providing capabilities to create posts, reply to tweets, retrieve user data, and manage account actions.
    87
    4
    TypeScript
    MIT License
  • Why this server?

    Enables browsing and analyzing GitHub repositories, including retrieving file contents, searching code, and examining commit history across branches.

    -
    security
    A
    license
    -
    quality
    A Node.js implementation that enables browsing Git repositories through the Model Context Protocol, providing features like displaying directory structures, reading files, searching code, comparing branches, and viewing commit history.
    217
    JavaScript
    MIT License
  • Why this server?

    Enables deploying the MCP server code to GitHub repositories with setup scripts for initialization, remote configuration, and code pushing

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that allows AI assistants to interact with the Neuro-Symbolic Autonomy Framework, enabling capabilities like running NSAF evolution with customizable parameters and comparing different agent architectures.
    Python
    MIT License
    • Apple
  • Why this server?

    Enables cloning of repositories from GitHub, used for retrieving the MCP server codebase.

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server for running Genesis World simulations with integrated visualization support, using stdio transport to enable local runtime visualization features.
    Python
    MIT License
    • Linux
    • Apple
  • Why this server?

    Provides connection to GitHub repositories, likely for accessing and managing code repositories through the browser interface

    -
    security
    A
    license
    -
    quality
    An MCP server that connects any MCP client (like Claude or Cursor) with the browser using browser-use, allowing clients to utilize existing LLMs without requiring additional API keys.
    32
    Python
    Apache 2.0
  • Why this server?

    Provides integration with GitHub for contributing to the project, reporting issues, and participating in discussions related to the Claude Desktop Commander.

    -
    security
    A
    license
    -
    quality
    Allows Claude to execute terminal commands on your computer and perform file system operations including surgical code editing with diff-based replacements.
    14,611
    TypeScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Enables file operations, repository management, search functionality, and more with the GitHub API. Features include creating/updating files, pushing changes, branch creation, repository creation, issue management, pull request operations, and advanced search capabilities.

    -
    security
    A
    license
    -
    quality
    Anthropic's github MCP server, but better. Support for more endpoints. Including releases and tags, pull request reviews, statuses, rate limit, gists, projects, packages, and even pull request diffs. Indented to be used with MissionSquad's MCP API for secret management (aka your access token).
    426
    1
    TypeScript
    MIT License
  • Why this server?

    Hosts the repository with CI/CD workflows for linting, testing, and releasing the server

    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that fetches and ranks positive news articles from NewsAPI using Cohere LLM sentiment analysis, enabling users to access uplifting news stories through interfaces like Claude Desktop.
    28
    Python
    Apache 2.0
    • Linux
    • Apple
  • Why this server?

    Provides templates for designing GitHub workflow plans including branch strategies, PR templates, and CI/CD configurations

    -
    security
    A
    license
    -
    quality
    Provides pre-defined prompt templates for AI assistants to generate comprehensive plans for TypeScript projects, API architectures, and GitHub workflows.
    0
    TypeScript
    MIT License