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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.

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6,854 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Nia Codebase MCP

    nozomio-labs
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    An MCP server that allows integration with Nia's codebase understanding capabilities through function calling in tools like Cursor and Claude Desktop, enabling users to analyze project structure and search codebases via natural language queries.
    Last updated -
    1
    86
    3
    JavaScript
    MIT License

  • @lex-tools/codebase-context-dumperofficial

    lex-tools
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    A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
    Last updated -
    2
    1
    JavaScript
    Apache 2.0

  • AutoDev Codebase MCP Server

    anrgct
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    HTTP-based server that provides semantic code search capabilities to IDEs through the Model Context Protocol, allowing efficient codebase exploration without repeated indexing.
    Last updated -
    260
    22
    TypeScript
    • Apple
    • Linux

  • Yellhorn MCP

    msnidal
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    An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to generate detailed implementation plans based on their codebase and receive feedback on code changes.
    Last updated -
    2
    4
    Python
    • Linux
    • Apple

  • Gemini MCP

    emmron
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    An AI-powered Model Context Protocol server for Claude Code that provides code intelligence tools including codebase analysis, task management, component generation, and deployment configuration.
    Last updated -
    23
    4
    JavaScript
    GPL 3.0

  • Codebase MCP

    DeDeveloper23
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    A Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.
    Last updated -
    9
    TypeScript
    MIT License
    • Linux
    • Apple

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  • MCP Codebase Insight

    tosin2013
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    security
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    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    Last updated -
    4
    Python

  • MCP Qdrant Codebase Embeddings

    steiner385
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    A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.
    Last updated -
    TypeScript

  • cognee-mcp

    topoteretes
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    Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
    Last updated -
    4
    6,361
    Python
    Apache 2.0
    • Apple

  • JSON Resume MCP Serverofficial

    jsonresume
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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.
    Last updated -
    3
    32
    39
    TypeScript
    The Unlicense
    • Apple
    • Linux

  • UIFlowchartCreator

    umshere
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    Enables users to create UI flowcharts by generating visualizations of user interfaces and interactions through an easy-to-use API within MCP-compatible systems.
    Last updated -
    1
    7
    5
    TypeScript

  • GitHub Chat MCP

    AsyncFuncAI
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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.
    Last updated -
    2
    13
    Python
    MIT License
    • Linux
    • Apple

  • git-commit-aider MCP Server

    MrOrz
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    Makes git commits on behalf of AI by appending "(aider)" to the committer's name, allowing tracking of AI contributions in your codebase.
    Last updated -
    1
    8
    7
    JavaScript
    MIT License

  • PocketFlow MCP Server

    tmtcomeup
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    Brings the PocketFlow tutorial generation methodology to AI assistants, automatically creating comprehensive, beginner-friendly tutorials from any GitHub repository through advanced codebase analysis.
    Last updated -
    2
    TypeScript

  • SEO Inspector & Schema Validator MCP

    mgsrevolver
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    A Cursor MCP server that analyzes web pages for SEO issues and validates structured data schemas within your codebase without requiring browser extensions.
    Last updated -
    JavaScript

  • Orchestrator MCP

    Phoenixrr2113
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    An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.
    Last updated -
    TypeScript

  • AgenticRAG MCP Server

    aibozo
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    security
    A
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    An intelligent codebase processing server that provides agentic RAG capabilities for code repositories, enabling semantic search and contextual understanding through self-evaluating retrieval loops.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux

  • File Rank MCP Server

    admica
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    A tool that helps rank codebase files by importance (1-10 scale), track file dependencies, and provide summaries, all accessible through a simple JSON-based interface.
    Last updated -
    2
    TypeScript
    GPL 3.0
    • Linux

  • Code Context Provider MCP

    AB498
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    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 -
    1
    163
    4
    JavaScript
    MIT License
    • Linux
    • Apple

  • GemForge-Gemini-Tools-MCP

    PV-Bhat
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    Professional Gemini API integration for Claude and MCP-compatible hosts with intelligent model selection and advanced file handling capabilities.
    Last updated -
    4
    2
    TypeScript
    MIT License

  • AgentCortex MCP

    sage-hq
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    An AI memory system that creates isolated, persistent memory banks for each codebase, solving the context-switching problem by keeping project knowledge separate and accessible across sessions.
    Last updated -
    213
    2
    TypeScript
    MIT License

  • FileScopeMCP

    admica
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    A TypeScript tool that ranks files in your codebase by importance, tracks dependencies, and provides file summaries to help understand code structure through Cursor's Model Context Protocol.
    Last updated -
    14
    150
    GPL 3.0
    • Linux

  • Gemini CLI Orchestrator MCP

    dnnyngyen
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    A lightweight MCP server that enables AI agents to perform deep codebase analysis by leveraging Gemini's massive context window for cross-file analysis and intelligent file selection.
    Last updated -
    1
    JavaScript
    MIT License
    • Apple
    • Linux

  • My Coding Buddy MCP Server

    ajkeast
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    security
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    A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.
    Last updated -
    Python
    • Apple
    • Linux

  • Code Summarizer MCP

    nicobailon
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    Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
    Last updated -
    TypeScript
    • Linux
    • Apple

  • Persistent-Code MCP Server

    sparshdrolia
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    Creates and maintains a semantic knowledge graph of code that allows maintaining context across sessions with Claude, providing advanced search capabilities without requiring the entire codebase in the context window.
    Last updated -
    2
    Python
    • Apple

  • Serena MCP Server

    lin2000wl
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    A coding agent toolkit that transforms LLMs into coding assistants capable of working directly on your codebase with semantic code retrieval and editing tools, providing IDE-like capabilities without requiring API subscriptions.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple

  • Python Codebase Analysis RAG System

    shervinemp
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    An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.
    Last updated -
    1
    Python

  • Directory Explorer MCP Server

    cdgaete
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    A Model Context Protocol server that provides token-aware directory exploration and file analysis for Large Language Models, enabling intelligent codebase navigation with features like directory scanning, file content extraction, and token usage statistics.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple

  • MCPunk

    jurasofish
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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.
    Last updated -
    8
    51
    Python
    MIT License

  • mcp-bitbucket

    Ibrahimogod
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    Access all major Bitbucket Cloud features—repositories, pull requests, issues, branches, pipelines, deployments, and more—using a modern Rust codebase. Expose Bitbucket as Model Context Protocol (MCP) tools, ideal for bots, CI/CD, and workflow automation.
    Last updated -
    Rust

  • Coding Assistant Server

    AviOfLagos
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    security
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    Server that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.
    Last updated -
    10
    JavaScript