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Open-Source MCP servers

Production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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Matching MCP tools:

Matching MCP servers:

  • Yahoo Finance MCP for LLaMA 3.2 3B

    Shak2000
    Verified
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    security
    F
    license
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    quality
    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.
    Python

  • tl;dv MCP for Zoom, Google Meet and MS Teams

    tldv-public
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    security
    -
    license
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    quality
    lets you interact with your meeting data (to list, ask, summarize, extract - virtually anything about your meeting) through Claude’s desktop client across Zoom, Google Meet and MS Teams via tl;dv.
    TypeScript

  • mcp-server-rag-web-browserofficial

    apify
    A
    security
    A
    license
    A
    quality
    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
    1
    330
    77
    JavaScript
    Apache 2.0
    • Apple

  • Vertex AI MCP Server

    shariqriazz
    Verified
    A
    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.
    20
    3
    TypeScript
    MIT License
    • Linux
    • Apple

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  • Higress AI-Search MCP Server

    cr7258
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    1
    4
    Python
    Apache 2.0

  • Database Tools for Claude AI

    elber-code
    Verified
    A
    security
    F
    license
    A
    quality
    MCP server that allows Claude AI to interact directly with MySQL databases, enabling query execution and table information retrieval through natural language.
    1
    6
    3
    JavaScript

  • Langflow Document Q&A Server

    GongRzhe
    Verified
    A
    security
    A
    license
    A
    quality
    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
    1
    5
    JavaScript
    MIT License
    • Apple

  • claude-debugs-for-you

    jasonjmcghee
    Verified
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    security
    A
    license
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    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    286
    TypeScript
    MIT License
    • Apple

  • MCP Server for Google Cloud Healthcare API

    Kartha-AI
    Verified
    A
    security
    A
    license
    A
    quality
    MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!
    15
    2
    JavaScript
    MIT License
    • Apple

  • Specif-ai MCP Serverofficial

    vj-presidio
    A
    security
    F
    license
    A
    quality
    A CLI tool that runs a Model Context Protocol server over stdio, enabling interaction with specification documents like business requirements, product requirements, and user stories for the Specif-ai platform.
    9
    0
    TypeScript

  • MCP Server for Agent8

    planetarium
    Verified
    A
    security
    F
    license
    A
    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.
    8
    TypeScript

  • MCP Server Template for Cursor IDE

    jankowtf
    A
    security
    A
    license
    A
    quality
    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    11
    2
    Python
    MIT License
    • Apple
    • Linux

  • Atom-of-thoughts

    kbsooo
    Verified
    A
    security
    A
    license
    A
    quality
    AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.
    3
    14
    JavaScript
    MIT License

  • mc-server-clash-of-clans

    Saunved
    Verified
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    security
    F
    license
    -
    quality
    MCP server for the Clash of Clans API. Can get player, clan information, analyze ongoing wars, as well as war logs (provided they are public).
    141
    JavaScript

  • Perplexity AI MCP Server

    rileyedwards77
    A
    security
    F
    license
    A
    quality
    Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.
    5
    JavaScript

  • Chain of Draft (CoD) MCP Server

    stat-guy
    A
    security
    F
    license
    A
    quality
    Implements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.
    7
    2
    Python
    • Apple

  • Agentset

    agentset-ai
    A
    security
    A
    license
    A
    quality
    An open-source platform for Retrieval-Augmented Generation (RAG). Upload documents and query them ⚡
    1
    169
    JavaScript
    MIT License

  • Rijksmuseum MCP Server

    r-huijts
    A
    security
    A
    license
    A
    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.
    7
    12
    22
    JavaScript
    MIT License
    • Apple
    • Linux

  • Magento 2 MCP Server

    boldcommerce
    Verified
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that connects to a Magento 2 REST API, allowing Claude and other MCP clients to query product information, customer data, and order statistics from a Magento store.
    14
    3
    JavaScript
    GPL 3.0

  • mcp-remote-macos-use

    baryhuang
    Verified
    A
    security
    A
    license
    A
    quality
    The first open-source MCP server that enables AI to fully control remote macOS systems.
    6
    55
    Python
    MIT License
    • Apple

  • Perplexity AI MCP Server

    fr0ziii
    Verified
    A
    security
    F
    license
    A
    quality
    This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.
    5
    2
    JavaScript

  • shadcn-ui MCP Server

    ymadd
    Verified
    A
    security
    A
    license
    A
    quality
    Helps AI assistants access shadcn/ui component documentation and examples through a TypeScript-based MCP server that provides reference information for component details, usage examples, and search capabilities.
    4
    127
    17
    JavaScript
    MIT License
    • Apple

  • MCP Sage

    jalehman
    Verified
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    security
    F
    license
    A
    quality
    An MCP server that provides tools for getting second opinions or detailed code reviews from Gemini 2.5 Pro by embedding file contents in prompts, allowing it to handle large codebases with extensive context.
    2
    1
    JavaScript

  • Deepseek-Thinking-Claude-3.5-Sonnet-CLINE-MCP

    niko91i
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that combines DeepSeek R1's reasoning capabilities with Claude 3.5 Sonnet's response generation, enabling two-stage AI processing where DeepSeek's structured reasoning enhances Claude's final outputs.
    2
    JavaScript
    MIT License

  • Elasticsearch Knowledge Graph for MCP

    j3k0
    A
    security
    F
    license
    A
    quality
    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    17
    6
    TypeScript

  • mem0 MCP Server for Project Management

    KunihiroS
    Verified
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    security
    F
    license
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    quality
    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
    4
    Python

  • MCP Server for Apache Airflow

    yangkyeongmo
    A
    security
    A
    license
    A
    quality
    Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.
    13
    3
    Python
    MIT License
    • Apple
    • Linux