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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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5,374 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Language Server

    isaacphi
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    security
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    quality
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated -
    299
    Go
    BSD 3-Clause
    • Apple
    • Linux

  • Textra Japanese to English Translator

    hokupod
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    security
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    license
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    quality
    Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.
    Last updated -
    Python
    MIT License

  • Grok MCP Plugin

    Bob-lance
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    security
    A
    license
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    quality
    Provides seamless access to Grok AI's capabilities (chat completion, image understanding, and function calling) directly from Cline via the Model Context Protocol.
    Last updated -
    197
    1
    JavaScript
    MIT License

  • Code Knowledge MCP Server

    davidvc
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    security
    F
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    quality
    Provides a project memory bank and RAG context provider for enhanced code understanding and management through vector embeddings, integrated with RooCode and Cline.
    Last updated -
    9
    Python
    • Apple

  • MCP Source Relation Server

    owayo
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    security
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    license
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    quality
    Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding.
    Last updated -
    1
    Python
    MIT License

  • MCP Compass

    liuyoshio
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    security
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    license
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    quality
    MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.
    Last updated -
    1
    187
    24
    JavaScript
    MIT License
    • Apple
    • Linux

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  • NebulaGraph MCP Server

    nebula-contrib
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    security
    A
    license
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    quality
    A Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms.
    Last updated -
    16
    Python
    Apache 2.0

  • MCP - Titan Memory Server

    jasonkneen
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    security
    F
    license
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    quality
    Enables neural memory sequence learning with a memory-augmented model for improved code understanding and generation, featuring state management, novelty detection, and model persistence.
    Last updated -
    0
    2
    TypeScript

  • MCP-PIF Server

    hungryrobot1
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    security
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    license
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    quality
    This server implements the Model Context Protocol to facilitate meaningful interaction and understanding development between humans and AI through structured tools and progressive interaction patterns.
    Last updated -
    13
    22
    TypeScript
    MIT License

  • Azure Resource Graph MCP Server

    hardik-id
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    security
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    license
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    quality
    A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
    Last updated -
    1
    5
    TypeScript
    MIT License
    • Linux
    • Apple

  • Aucterra MCP Server

    japisuru
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    security
    A
    license
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    quality
    An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.
    Last updated -
    Python
    MIT License

  • CodeAlive MCPofficial

    CodeAlive-AI
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    security
    A
    license
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    quality
    A Model Context Protocol server that enhances AI agents by providing deep semantic understanding of codebases, enabling more intelligent interactions through advanced code search and contextual awareness.
    Last updated -
    38
    Python
    MIT License
    • Apple

  • MCP Server

    tcpipuk
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    security
    A
    license
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    quality
    A server that enables AI assistants like Claude to safely run Python code and access websites, processing data for better AI understanding while providing helpful error messages.
    Last updated -
    2
    Python
    GPL 3.0
    • Linux
    • Apple

  • Hanzo MCPofficial

    hanzoai
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    security
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    license
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    quality
    An MCP server that enables Claude and other LLM clients to access Hanzo AI platform capabilities and provide powerful code management tools for analyzing, modifying, and understanding projects.
    Last updated -
    7
    5
    Python
    MIT License
    • Apple
    • Linux

  • Memory Box MCP Server

    amotivv
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    security
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    license
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    quality
    Cline MCP integration that allows users to save, search, and format memories with semantic understanding, providing tools to store and retrieve information using vector embeddings for meaning-based search.
    Last updated -
    6
    1
    JavaScript
    MIT License
    • Apple

  • Solr MCP

    allenday
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    security
    A
    license
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    quality
    A Python server that enables AI assistants to perform hybrid search queries against Apache Solr indexes through the Model Context Protocol, combining keyword precision with vector-based semantic understanding.
    Last updated -
    1
    Python
    MIT License
    • Linux
    • Apple

  • OmniMCP

    OpenAdaptAI
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    security
    F
    license
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    quality
    A server that provides rich UI context and interaction capabilities to AI models, enabling deep understanding of user interfaces through visual analysis and precise interaction via Model Context Protocol.
    Last updated -
    24
    Python
    • Linux
    • Apple

  • MCP Titan

    henryhawke
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    security
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    This advanced memory server facilitates neural memory-based sequence learning and prediction, enhancing code generation and understanding through state maintenance and manifold optimization as inspired by Google Research's framework.
    Last updated -
    34
    56
    TypeScript
    MIT License
    • Apple
    • Linux

  • awsome_kali_MCPServers

    VERMAXVR
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    security
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    A collection of MCP servers for Kali Linux that empower AI Agents in reverse engineering and security testing, providing network analysis, target sniffing, traffic analysis, binary understanding, and automation capabilities.
    Last updated -
    12
    Python
    Apache 2.0
    • Linux

  • Code Analysis MCP Server

    saiprashanths
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    security
    F
    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 -
    4
    7
    Python
    • Apple

  • Cargo Doc MCP Server

    spacemeowx2
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    A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands.
    Last updated -
    3
    3
    TypeScript
    MIT License

  • Crawl4AI MCP Server

    weidwonder
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    security
    A
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    Crawl4AI MCP Server is an intelligent information retrieval server offering robust search capabilities and LLM-optimized web content understanding, utilizing multi-engine search and intelligent content extraction to efficiently gather and comprehend internet information.
    Last updated -
    81
    Python
    MIT License
    • Apple
    • Linux

  • Nia Codebase MCP

    nozomio-labs
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    security
    A
    license
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    quality
    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

  • sourcesage

    sarathsp06
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    security
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    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Last updated -
    Python
    MIT License

  • Shannon Thinking MCP Server

    olaservo
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    license
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    A tool that implements Claude Shannon's problem-solving methodology to help break down complex problems into structured steps including problem definition, constraints, modeling, validation, and implementation.
    Last updated -
    1
    55
    10
    TypeScript
    MIT License

  • Actor-Critic Thinking MCP Server

    aquarius-wing
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    quality
    Provides dual-perspective analysis through alternating actor (creator/performer) and critic (analyzer/evaluator) viewpoints, generating comprehensive performance evaluations with balanced, actionable feedback.
    Last updated -
    1
    42
    7
    JavaScript
    MIT License

  • Rijksmuseum MCP Server

    r-huijts
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    security
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    license
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    quality
    Allows you to search for artworks, retrieve detailed information about specific artworks, access image tiles for artworks, and explore user-created collections from the Rijksmuseum.
    Last updated -
    7
    12
    22
    JavaScript
    MIT License
    • Apple
    • Linux

  • Sensei MCP

    dojoengine
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    security
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    license
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    A Model Context Protocol server that provides expert guidance for Dojo and Cairo development on Starknet, offering specialized knowledge and assistance for building onchain worlds using the Dojo Entity Component System framework.
    Last updated -
    7
    1
    5
    TypeScript
    MIT License

  • Emergency Medicare Planner MCP Server

    manolaz
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    license
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    Integrates with Google Maps to locate and evaluate medical facilities in emergency situations, helping users find appropriate hospitals and clinics based on medical needs, emergency level, and facility capabilities.
    Last updated -
    5
    4
    JavaScript
    MIT License

  • MongoDB MCP Server

    jonfreeland
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    security
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    license
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    quality
    A Model Context Protocol server that provides read-only access to MongoDB databases, enabling AI assistants to directly query and analyze MongoDB data while maintaining data safety.
    Last updated -
    14
    9
    2
    JavaScript
    MIT License
    • Apple

  • AiDD MCP Server

    skydeckai
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    security
    A
    license
    A
    quality
    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.
    Last updated -
    29
    60
    Python
    Apache 2.0
    • Apple
    • Linux

  • Vertex AI MCP Server

    shariqriazz
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    security
    A
    license
    A
    quality
    Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
    Last updated -
    20
    172
    50
    TypeScript
    MIT License
    • Linux
    • Apple