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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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5,923 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 -
    25
    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
    157
    Python
    Apache 2.0
    • Apple

  • 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
    4
    TypeScript
    MIT License
    • Apple
    • Linux

  • 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

  • Library Docs MCP Server

    vikramdse
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    security
    F
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    quality
    An MCP server that fetches real-time documentation for popular libraries like Langchain, Llama-Index, MCP, and OpenAI, allowing LLMs to access updated library information beyond their knowledge cut-off dates.
    Last updated -
    Python

  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
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    Integrates Yahoo Finance API with LLaMA 3.2 3B, allowing users to retrieve real-time stock prices, company information, historical data, and market news while maintaining the model's original capabilities.
    Last updated -
    Python

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  • MIDI File MCP

    xiaolaa2
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    license
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    quality
    A powerful MCP tool for parsing and manipulating MIDI files that allows users to read, analyze, and modify MIDI files through natural language commands, supporting operations like reading file information, modifying tracks, adding notes, and setting tempo.
    Last updated -
    11
    23
    1
    JavaScript
    MIT License
    • Linux
    • Apple

  • 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 -
    23
    Python
    • Apple

  • Obsidian Index MCP Server

    tcsavage
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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 -
    5
    Python

  • OpenSearch MCP Server

    seohyunjun
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    A Model Context Protocol server implementation that enables natural language interactions with OpenSearch clusters, allowing users to search documents, analyze indices, and manage clusters through simple conversational commands.
    Last updated -
    6
    8
    Python
    Apache 2.0
    • Apple

  • Meilisearch MCP Serverofficial

    meilisearch
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    security
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    license
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    quality
    Server for interacting with Meilisearch through LLM interfaces like Claude.
    Last updated -
    21
    93
    Python
    MIT License

  • crypto-feargreed-mcp

    kukapay
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    A mcp server that provides real-time and historical Crypto Fear & Greed Index data.
    Last updated -
    21
    Python
    MIT License

  • Baidu Vector Database MCP Server

    baidu
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    A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.
    Last updated -
    14
    1
    Python
    Apache 2.0
    • Apple

  • Bedrock MCP Agent

    harold-moncaleano
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    security
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    A web application that enables users to interact with AWS Bedrock language models through a modern interface with support for multiple models like Claude 3, Titan, and Llama 2.
    Last updated -
    Python
    • Linux
    • Apple

  • BigGo MCP Server

    Funmula-Corp
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    security
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    license
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    A Model Context Protocol server enabling product searches across e-commerce platforms, price history tracking, and product specification-based searches using natural language prompts.
    Last updated -
    8
    10
    Python
    MIT License

  • 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 -
    Python
    MIT License
    • Linux
    • Apple

  • GroundDocsofficial

    GroundDocs
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    security
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    license
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    quality
    A version-aware Kubernetes documentation assistant that connects LLMs to trusted, real-time Kubernetes docs to reduce hallucinations and ensure accurate, version-specific responses.
    Last updated -
    2
    55
    4
    TypeScript
    MIT License

  • MCP Server Office

    famano
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    A server providing tools to read, write, and edit Microsoft Word (docx) files through the Model Context Protocol, allowing operations like complete document reading, content creation, targeted paragraph editing, and text insertion.
    Last updated -
    4
    10
    Python
    MIT License

  • mcp-server-ollama-deep-researcher

    Cam10001110101
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    This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama
    Last updated -
    3
    5
    Python
    MIT License
    • Apple
    • Linux

  • MCP Ollama Server

    emgeee
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    MCP Ollama server integrates Ollama models with MCP clients, allowing users to list models, get detailed information, and interact with them through questions.
    Last updated -
    3
    12
    Python
    MIT License
    • Apple

  • Ollama MCP Server

    NightTrek
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    security
    F
    license
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    A bridge that enables seamless integration of Ollama's local LLM capabilities into MCP-powered applications, allowing users to manage and run AI models locally with full API coverage.
    Last updated -
    10
    33
    JavaScript
    • Apple

  • Unity MCP with Ollama Integration

    ZundamonnoVRChatkaisetu
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    security
    A
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    A server that connects Unity with local large language models through Ollama, enabling developers to automate workflows, manipulate assets, and control the Unity Editor programmatically without relying on cloud-based LLMs.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux

  • MCP Ollama Link

    truaxki
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    security
    F
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    Facilitates initiating Ollama queries via Claude and manages a simple note storage system with capabilities to add, summarize, and access notes using custom URIs.
    Last updated -
    1
    2
    Python
    • Apple

  • Ollama MCP Database Assistant

    robdodson
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    An interactive chat interface that combines Ollama's LLM capabilities with PostgreSQL database access through the Model Context Protocol (MCP). Ask questions about your data in natural language and get AI-powered responses backed by real SQL queries.
    Last updated -
    28
    TypeScript

  • Ollama MCP Server

    NewAITees
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    A server that enables seamless integration between local Ollama LLM instances and MCP-compatible applications, providing advanced task decomposition, evaluation, and workflow management capabilities.
    Last updated -
    1
    Python
    • Apple

  • Finance Tools MCP

    VoxLink-org
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    An MCP server that provides comprehensive financial insights and analysis by leveraging real-time market data, news, and advanced analytics for stocks, options, financial statements, and economic indicators.
    Last updated -
    17
    35
    Python
    MIT License
    • Apple

  • Sonos MCP Server

    WinstonFassett
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    security
    F
    license
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    quality
    A server that allows you to control and interact with Sonos devices on your network through the Model Context Protocol, providing functionalities for discovering devices, controlling playback, retrieving device states, and managing queues.
    Last updated -
    18
    Python

  • Chroma MCP Serverofficial

    chroma-core
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    security
    A
    license
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    A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.
    Last updated -
    12
    188
    Python
    Apache 2.0

  • Twist MCP Server

    mikemc
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    An MCP server that enables interaction with Twist workspaces using the Twist REST API, allowing users to manage their Twist inbox by viewing, archiving, unarchiving, and marking threads as read.
    Last updated -
    24
    Python
    MIT License

  • LlamaCloud MCP Server

    run-llama
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    A local MCP server that integrates with Claude Desktop, enabling RAG capabilities to provide Claude with up-to-date private information from custom LlamaCloud indices.
    Last updated -
    115
    Python
    MIT License