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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

5,577 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
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    101
    JavaScript
    MIT License
    • Linux
    • Apple
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    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
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    86
    JavaScript
    MIT License
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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
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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.
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    Apache 2.0
    • Apple
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    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
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    7
    Python
    • Apple
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    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated -
    TypeScript
    MIT License
    • Apple

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  • -
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    A comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.
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    Python
    MIT License
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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.
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    8
    JavaScript
    MIT License
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    Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.
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    Python
    • Apple
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    An extensible Message Communication Protocol server that provides secure code execution capabilities in isolated sandbox environments, compatible with Claude for Desktop and other MCP clients.
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    Python
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    A server implementing the Model Context Protocol (MCP) that delivers jokes upon request, demonstrating how to connect AI models to data sources and tools within Microsoft Copilot Studio.
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    MIT License
    • Linux
    • Apple
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    A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.
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    14
    Python
    Apache 2.0
    • Apple
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    A utility toolkit that enhances Claude's code interaction capabilities by providing seamless tools for Java code analysis, manipulation, and testing workflows.
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    TypeScript
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    Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.
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    10
    JavaScript
    Apache 2.0
    • Linux
    • Apple
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    An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
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    JavaScript
    MIT License
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    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
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    3
    Python
    MIT License
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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.
    Last updated -
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    15
    TypeScript
    Apache 2.0
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    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
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    2
    Python
    • Apple
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    A MCP server that creates graphic recordings by converting websites or text input into visual summaries using different prompt styles (standard, elementary, timeline).
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    TypeScript
    MIT License
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    A Model Context Protocol server that enables AI clients to interact with virtual Ubuntu desktops, allowing them to browse the web, run code, and control instances through mouse/keyboard actions and bash commands.
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    9
    JavaScript
    MIT License
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    An official MCP server implementation that allows AI assistants to capture website screenshots through the ScreenshotOne API, enabling visual context from web pages during conversations.
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    6
    TypeScript
    MIT License
    • Apple
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    A Model Context Protocol (MCP) server that provides code analysis capabilities using tree-sitter, designed to give Claude intelligent access to codebases with appropriate context management.
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    33
    Python
    MIT License
    • Apple
    • Linux
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    A Node.js server that provides advanced video and image processing capabilities through the Model Context Protocol, enabling operations like conversion, compression, editing, and effects application.
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    JavaScript
    • Apple
    • Linux
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    An MCP server that enables Microsoft Copilot Studio to fetch jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes.
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    TypeScript
    MIT License
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    An MCP server that allows Microsoft Copilot Studio to fetch random jokes from three sources: Chuck Norris jokes, Dad jokes, and Yo Mama jokes.
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    TypeScript
    MIT License
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    Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowing tools created in Dify to be accessed from MCP clients like Cherry Studio.
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    Python
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    An MCP server for Microsoft Copilot Studio that delivers jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes upon user request.
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    TypeScript
    MIT License
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    An MCP server that enables Microsoft Copilot Studio to fetch and deliver random jokes from multiple sources including Chuck Norris jokes, Dad jokes, and Yo Mama jokes.
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    TypeScript
    MIT License
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    An MCP server that integrates with Microsoft Copilot Studio to deliver random jokes from multiple sources including Chuck Norris, Dad jokes, and Yo Mama jokes upon user request.
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    TypeScript
    MIT License
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    A server that provides tools to control OBS Studio remotely via the OBS WebSocket protocol, enabling management of scenes, sources, streaming, and recording through an MCP client interface.
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    TypeScript
    GPL 2.0
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    A TypeScript-based server that allows calling other MCP clients from your own MCP client, facilitating task delegation and context window offloading for enhanced multi-agent interactions.
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    14
    JavaScript
    MIT License
    • Apple