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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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8,217 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • code-index-mcp

    johnhuang316
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    A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup
    Last updated -
    11
    293
    Python
    MIT License
    • Apple
    • Linux

  • @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 -
    1
    50
    2
    JavaScript
    Apache 2.0

  • AutoDev Codebase MCP Server

    anrgct
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    F
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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 -
    20
    68
    TypeScript
    • Apple
    • Linux

  • Xcode Index MCP

    block
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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.
    Last updated -
    15
    Apache 2.0
    • Apple

  • Fear & Greed Index MCP Server

    ycjcl868
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    A Model Context Protocol server that provides real-time CNN Fear & Greed Index data for the US stock market, including current sentiment scores and historical comparisons.
    Last updated -
    1
    5
    4
    TypeScript
    MIT License

  • 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
    3
    5
    JavaScript
    MIT License

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  • mcp-OpenSearch

    showjason
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    security
    A
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    * Index Management Tools: * List all indices in OpenSearch cluster * Get index mapping * Get index settings * Cluster Management Tools: * Get cluster health status * Get cluster statistics * Document Tools: * Search documents
    Last updated -
    1
    Python
    MIT License
    • Linux
    • Apple

  • 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 -
    3
    50
    TypeScript
    MIT License
    • Linux
    • Apple

  • Codebase MCP Server

    cmaujean
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    A Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.
    Last updated -
    TypeScript
    MIT License

  • Obsidian Index MCP Server

    tcsavage
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    F
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    Provides semantic search capability over Obsidian vaults and exposes recent notes as resources to Claude through the MCP protocol.
    Last updated -
    6
    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

  • MCP Codebase Insight

    tosin2013
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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 -
    8
    Python

  • AI Agent Marketplace Index Search

    AI-Agent-Hub
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    security
    F
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    Enables searching for AI agents by keywords or categories, allowing users to discover tools like coding agents, GUI agents, or industry-specific assistants across marketplaces.
    Last updated -
    35
    Python
    • Apple

  • LlamaCloud MCP Server

    run-llama
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    A MCP server connecting to a managed index on LlamaCloud. This is a TypeScript-based MCP server that implements a connection to a managed index on LlamaCloud.
    Last updated -
    1
    20
    80
    JavaScript
    MIT License
    • Apple

  • crypto-feargreed-mcp

    kukapay
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    A mcp server that provides real-time and historical Crypto Fear & Greed Index data.
    Last updated -
    3
    36
    Python
    MIT License

  • MPC Docs Server

    joaowinderfeldbussolotto
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    security
    F
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    A simple Model Context Protocol server that enables searching and retrieving relevant documentation snippets from Langchain, Llama Index, and OpenAI official documentation.
    Last updated -
    Python
    • Apple
    • Linux

  • Meilisearch MCP Server

    devlimelabs
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    Enables AI assistants to interact with Meilisearch via the Model Context Protocol, allowing comprehensive index, document, and search management through a standardized interface.
    Last updated -
    68
    0
    8
    TypeScript
    MIT License
    • Apple
    • Linux

  • CoinMarketCap Universal MCP Server

    heyzgj
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    Provides comprehensive access to CoinMarketCap's cryptocurrency data including listings, quotes, market metrics, and the Fear & Greed Index directly within the Cursor environment.
    Last updated -
    633
    2
    TypeScript

  • AQICN MCP Server

    mattmarcin
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    Enables interaction with the World Air Quality Index to fetch real-time air quality data for cities and coordinates worldwide via Model Context Protocol (MCP).
    Last updated -
    1
    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
    613
    7
    JavaScript
    MIT License

  • Sequa AIofficial

    sequa-ai
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    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
    Last updated -
    76
    2
    TypeScript
    MIT License

  • PocketFlow MCP Server

    tmtcomeup
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    quality
    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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    security
    F
    license
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    quality
    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 -
    1
    2
    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 -
    3
    TypeScript

  • Financial News and Notes MCP Server

    guangxiangdebizi
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    A TypeScript-based MCP server that enables users to query financial news, stock data, and index information while managing text notes with creation and summarization capabilities.
    Last updated -
    5
    603
    60
    JavaScript
    MIT License
    • Apple
    • Linux

  • AgenticRAG MCP Server

    aibozo
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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

  • Elasticsearch MCP Server

    cr7258
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    Facilitates interaction with Elasticsearch clusters by allowing users to perform index operations, document searches, and cluster management via a Model Context Protocol server and natural language commands.
    Last updated -
    6
    186
    Python
    Apache 2.0
    • Apple

  • MCP Knowledge Base Server

    ikungsjl
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    A local document processing server that can index various document formats (PDF, DOCX, TXT, HTML) and answer questions based on their content using the Model Context Protocol.
    Last updated -
    8
    TypeScript

  • Gemini MCP

    emmron
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    security
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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
    14
    JavaScript
    GPL 3.0

  • Enhanced Gemini MCP Server

    ECamposSoria
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    Leverages Google's Gemini AI with a 1M token context window for comprehensive codebase analysis, enabling intelligent code search, architecture analysis, and targeted improvement suggestions.
    Last updated -
    Python
    MIT License

  • DynamoDB MCP Server

    imankamyabi
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    Enables management of DynamoDB resources through the Model Context Protocol, supporting table and index creation, capacity management, and data operations without delete functionality to prevent accidental data loss.
    Last updated -
    12
    11
    JavaScript
    MIT License

  • MCP Market Statistics Server

    whdghk1907
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    security
    F
    license
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    Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.
    Last updated -
    Python
    • Linux
    • Apple