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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.

7,565 servers. Last updated 2025-07-28 17:39

Matching MCP tools:

Matching MCP servers:

  • A
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    Analyzes codebases using Repomix and LLMs to provide structured code reviews with specific issues and recommendations, supporting multiple LLM providers including OpenAI, Anthropic, and Gemini.
    Last updated 4 months ago
    2
    19
    JavaScript
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that helps AI coding assistants identify critical design issues in code, rather than just focusing on cosmetic problems when asked to improve code.
    Last updated 2 months ago
    1
    249
    13
    TypeScript
    MIT License
  • A
    security
    A
    license
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    quality
    A server that allows LLMs to run Claude Code with all permissions bypassed automatically, enabling code execution and file editing without permission interruptions.
    Last updated 2 months ago
    2
    848
    645
    JavaScript
    MIT License
    • Linux
    • Apple
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    security
    A
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    quality
    code-to-tree
    Last updated 2 months ago
    29
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
    Last updated 2 months ago
    1
    265
    6
    JavaScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A secure Model Context Protocol server that allows AI assistants and LLM applications to safely execute Python and JavaScript code snippets in containerized environments.
    Last updated 6 days ago
    2
    67
    Python
    MIT License

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  • A
    security
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    license
    A
    quality
    An MCP server that enhances AI agents' coding capabilities by providing zero hallucinations, improved code quality, security-first approach, high test coverage, and efficient context management.
    Last updated 20 days ago
    15
    669
    TypeScript
  • A
    security
    A
    license
    A
    quality
    An enhanced Model Context Protocol (MCP) server that allows running Claude Code in one-shot mode with permissions bypassed automatically, featuring advanced task
    Last updated 2 months ago
    3
    49
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    MCP Server for running code snippet and show the result.
    Last updated 3 months ago
    1
    3,452
    183
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
    Last updated 18 days ago
    10
    67
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.
    Last updated 3 months ago
    3
    20
    JavaScript
    MIT License
  • A
    security
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    license
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    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.
    Last updated 2 months ago
    8
    TypeScript
    • Apple
    • Linux
  • A
    security
    A
    license
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    quality
    This project aims to build a Claude Code MCP server and implement its associated tools (explain\_code, review\_code, fix\_code, edit\_code, test\_code, simulate\_command, your\_own\_query). The server is implemented using Node.js and the MCP SDK. It receives tool requests from clients via Stdio, dynamically
    Last updated a month ago
    7
    39
    24
    JavaScript
    MIT License
    • Linux
  • A
    security
    A
    license
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    quality
    A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
    Last updated 5 days ago
    11
    106
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
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    quality
    Allows LLMs to execute Python code in a specified Conda environment, enabling access to necessary libraries and dependencies for efficient code execution.
    Last updated 2 months ago
    1
    165
    JavaScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Provides AI agents with powerful JavaScript/TypeScript code analysis and transformation capabilities using the tree-hugger-js library.
    Last updated a month ago
    12
    334
    1
    JavaScript
    MIT License
  • A
    security
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    license
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    quality
    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.
    Last updated 6 months ago
    4
    16
    Python
    • Apple
  • A
    security
    A
    license
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    quality
    AI-powered code assistant that provides advanced search and discovery capabilities across GitHub and NPM ecosystems, helping users understand code patterns, implementations, and connections between repositories.
    Last updated 7 hours ago
    10
    1,281
    128
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
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    quality
    A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.
    Last updated 14 days ago
    3
    19
    7
    JavaScript
    MIT License
  • A
    security
    A
    license
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    quality
    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.
    Last updated 3 months ago
    4
    53
    JavaScript
    Apache 2.0
    • Linux
    • Apple
  • -
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    A
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    Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.
    Last updated 2 months ago
    97
    Python
    MIT License
  • A
    security
    A
    license
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    quality
    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.
    Last updated 4 months ago
    8
    165
    JavaScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    Last updated 5 months ago
    6
    37
    JavaScript
    AGPL 3.0
    • Apple
  • A
    security
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    license
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    A lightweight, configurable server that fetches coding guidelines, security rules, and validation patterns from external sources to help development teams maintain code quality standards in WordPress projects.
    Last updated 7 days ago
    3
    5
    TypeScript
    MIT License
  • A
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    license
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    The most powerful open-source Cairo code generator.
    Last updated a month ago
    1
    42
    9
    JavaScript
  • A
    security
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    license
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    test server to see how clients handle a lot of tools
    Last updated 4 months ago
    8,816
    3
    Python
    MIT License
  • A
    security
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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.
    Last updated a month ago
    1
    3
    JavaScript
    GPL 3.0
    • Apple
    • Linux
  • -
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    Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works".
    Last updated 6 months ago
    2
    260
    Python
    MIT License
  • A
    security
    A
    license
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    An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.
    Last updated 2 months ago
    1
    2
    12
    TypeScript
    MIT License
    • Linux
    • Apple
  • A
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    Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
    Last updated 3 months ago
    2
    7
    JavaScript
  • A
    security
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    license
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    A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.
    Last updated 19 days ago
    31
    25
    TypeScript
  • A
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    An MCP server that enables LLMs to understand and analyze code structure through function call graphs, allowing AI assistants to explore relationships between functions and analyze dependencies in Python repositories.
    Last updated 4 months ago
    6
    11
    Python