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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.

5,930 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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    A secure Node.js execution environment that allows coding agents and LLMs to run JavaScript dynamically, install NPM packages, and retrieve results while adhering to the Model Control Protocol.
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    4
    TypeScript
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    Connects Claude Code with Google's Gemini AI, allowing users to ask Gemini questions, get code reviews, and brainstorm ideas directly within Claude Code.
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    124
    Python
    MIT License
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    A Model Context Protocol server that provides read-only access to GitHub repositories, enabling AI assistants to perform code reviews without write permissions.
    Last updated -
    Python

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    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
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    3
    Python
    MIT License
    • Linux
    • Apple
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    Gives Goose/Cursor access to your iOS/macOS project index through the Model Control Protocol (MCP) and IndexStoreDB. This provides exhaustive lists of function call sites to help your agent with refactoring and code navigation.
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    Apache 2.0
    • Apple
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    Using MCP to run code via e2b.
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    262
    JavaScript
    Apache 2.0
    • Apple
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    Provides tools for collecting and documenting code from directories.
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    TypeScript
    MIT License
    • Apple
    • Linux
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    An MCP server that scans codebases to extract structural information (classes, functions, etc.) with flexible filtering options and outputs in LLM-friendly formats.
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    JavaScript
    GPL 3.0
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    Enables interaction with the Metal Framework by providing documentation search and code generation capabilities using natural language queries.
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    TypeScript
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    Facilitates running Python code in a sandbox and generating images using the FLUX model via an MCP server compatible with clients like Goose and the Claude Desktop App.
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    16
    Python
    MIT License
  • A
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    Provides a secure, isolated JavaScript execution environment with configurable time and memory limits for safely running code from Claude.
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    JavaScript
    • Apple
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    An MCP server that enables AI models to generate precise geometric images by providing Asymptote code, supporting both SVG and PNG output formats.
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    JavaScript
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    Enables interaction with a running Clojure nREPL instance for evaluating Clojure code, inspecting namespaces, and retrieving connection statuses, compatible with MCP clients like Claude Desktop and CLine in VSCode.
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    16
    JavaScript
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    An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.
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    3
    1
    JavaScript
    MIT License
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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
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    TypeScript
    MIT License
    • Linux
    • Apple
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    Integrates Dify AI API to provide code generation for Ant Design components, supporting both text and image inputs with stream processing capabilities.
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    22
    JavaScript
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    A server that acts as a bridge between Claude and local Xcode projects, enabling AI-powered code assistance, project management, and automated development tasks without exposing your code to the internet.
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    JavaScript
    MIT License
    • Apple
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    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
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    62
    Python
    Apache 2.0
    • Apple
    • Linux
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    Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.
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    150
    2
    TypeScript
    MIT License
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    Bridges Claude AI with Xcode, enabling AI-powered code assistance, project management, and automated development tasks securely on your local machine.
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    254
    TypeScript
    MIT License
    • Apple
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    Implements the Model Context Protocol (MCP) over HTTP to provide remote access to BluestoneApps coding standards and React Native code examples.
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    1
    TypeScript
    • Apple
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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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    178
    Python
    MIT License
    • Linux
    • Apple
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    A Model Context Protocol server that allows LLMs to interact with Python environments, execute code, and manage files within a specified working directory.
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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.
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    1
    JavaScript
    MIT License
    • Apple
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    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.
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    43
    5
    TypeScript
    MIT License
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    The server facilitates access to Julia documentation and source code through Claude Desktop, allowing users to retrieve information on Julia packages, modules, types, functions, and methods.
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    2
    JavaScript
    MIT License
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    An MCP server that provides LLMs access to other LLMs
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    14
    12
    JavaScript
    MIT License
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    A Model Context Protocol server that enables LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.
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    10
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    TypeScript
    MIT License
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    A Model Context Protocol server that extracts embedded data (such as i18n translations or key/value configurations) from TypeScript/JavaScript source code into structured JSON configuration files.
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    14
    2
    JavaScript
    MIT License