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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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5,984 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Cursor10x MCP

    aurda012
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    The Cursor10x Memory System creates a persistent memory layer for AI assistants (specifically Claude), enabling them to retain and recall short-term, long-term and episodic memory on autonomously.
    Last updated -
    16
    111
    26
    JavaScript
    MIT License
    • Apple
    • Linux

  • Google Custom Search Engine MCP Server

    Richard-Weiss
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    security
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    license
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    quality
    Enables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.
    Last updated -
    1
    13
    Python
    The Unlicense

  • Multi-Model Advisor

    YuChenSSR
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    quality
    An MCP server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question for more comprehensive answers.
    Last updated -
    2
    17
    TypeScript
    MIT License
    • Apple

  • Unity MCP with Ollama Integration

    ZundamonnoVRChatkaisetu
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    security
    A
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    quality
    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

  • Ollama_MCP_Guidance

    ShadovvSinger
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    security
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    A Model Context Protocol server that provides standardized interfaces for interacting with Ollama API, offering JSON responses, error handling, and intelligent guidance for LLM-based API calls.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple

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  • Cursor10x Memory System

    sizzlebop
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    security
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    license
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    quality
    A comprehensive memory system for Cursor using the Model Context Protocol (MCP) that provides persistent context awareness across sessions by storing conversation history, project milestones, code snippets, and enabling semantic search.
    Last updated -
    18
    111
    MIT License

  • HRFCO Service

    kwenhwang
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    security
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    license
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    quality
    Real-time hydrological information retrieval service that provides water level, precipitation, dam discharge data, and observatory location information.
    Last updated -
    Python
    Apache 2.0
    • Linux
    • Apple

  • Cortellis MCP Server

    uh-joan
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    Enables searching for drugs and exploring ontology terms in the Cortellis database, providing access to comprehensive drug development status information with structured JSON responses.
    Last updated -
    7
    123
    1
    JavaScript
    MIT License
    • Linux
    • Apple

  • MCP Server for Apache OpenDAL™

    Xuanwo
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    security
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    A Model Context Protocol server that provides seamless access to multiple storage services including S3, Azure Blob Storage, and Google Cloud Storage through Apache OpenDAL™.
    Last updated -
    3
    27
    Python
    Apache 2.0

  • Google API Discovery Service MCP Server

    ag2-mcp-servers
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    security
    F
    license
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    An MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands.
    Last updated -
    Python
    • Linux
    • Apple

  • pubmed-mcp-server

    AIAnytime
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    security
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    license
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    quality
    Search PubMed for articles matching the query.
    Last updated -
    1
    3
    Python
    MIT License

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

    tldv-public
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    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.
    Last updated -
    TypeScript

  • The Verge News MCP Server

    manimohans
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    Provides tools to fetch and search news from The Verge's RSS feed, allowing users to get today's news, retrieve random articles from the past week, and search for specific keywords in recent Verge content.
    Last updated -
    3
    1
    TypeScript
    MIT License
    • Apple

  • MCP Notes

    mikeysrecipes
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    security
    F
    license
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    quality
    A personal knowledge management system built on the Model Context Protocol that transforms daily notes into organized, searchable knowledge.
    Last updated -
    9
    3
    TypeScript

  • IP Geolocation MCP Server

    briandconnelly
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    security
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    license
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    quality
    A Model Context Protocol server that retrieves detailed geographic information about IP addresses using the ipinfo.io API, helping determine user location and network details.
    Last updated -
    1
    5
    Python
    MIT License

  • Handwriting OCR MCP Server

    Handwriting-OCR
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    security
    F
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    quality
    Enables integration between MCP clients and the Handwriting OCR service, allowing users to upload images and PDF documents, check processing status, and retrieve OCR results as Markdown.
    Last updated -
    1
    JavaScript
    • Apple
    • Linux

  • MCP QQ Music Test Server

    Samge0
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    security
    F
    license
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    quality
    A server that provides QQ Music search functionality through the Modular Control Protocol, allowing users to search for music tracks by keyword and retrieve song information.
    Last updated -
    1
    1
    Python

  • Google OCR

    Zerohertz
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    This is a server implementation for performing Optical Character Recognition (OCR) using the Google Cloud Vision API. It is built on top of the FastMCP framework, which allows for the creation of modular and extensible command processing tools.
    Last updated -
    1
    1
    Python
    MIT License
    • Apple

  • Tribal Knowledge Service

    agentience
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    security
    A
    license
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    quality
    An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.
    Last updated -
    6
    2
    Python
    MIT License
    • Apple

  • Memory MCP Server

    tomschell
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    A long-term memory storage system for LLMs that helps them remember context across multiple sessions using semantic search with embeddings to provide relevant historical information from past interactions and development decisions.
    Last updated -
    3
    TypeScript
    MIT License

  • mcp-mistral-ocr

    everaldo
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    security
    F
    license
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    quality
    OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
    Last updated -
    10
    Python
    • Linux

  • MCP ts-morph Refactoring Tools

    SiroSuzume
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    Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.
    Last updated -
    5
    16
    1
    TypeScript
    MIT License

  • URL Shortener MCP

    Talismanic
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    security
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    license
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    quality
    Provides a simple tool to shorten URLs using the CleanURI API, designed to run as a FastMCP server that can be integrated with agent or tool-based systems.
    Last updated -
    1
    Python
    Apache 2.0

  • MCP Weather Service

    terisuke
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    license
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    A simple service using Model Context Protocol (MCP) to provide weather information for multiple cities including Fukuoka, Tokyo, Osaka, Moscow, and New York.
    Last updated -
    1
    4
    JavaScript
    MIT License

  • Bitcoin SV MCP Server

    b-open-io
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    A collection of Bitcoin SV tools for the Model Context Protocol that enables AI assistants to interact with the BSV blockchain through wallet operations, ordinals (NFTs), and various blockchain utilities.
    Last updated -
    9
    996
    10
    TypeScript
    MIT License
    • Apple
    • Linux

  • mcp4gql

    jorgeraad
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    quality
    GraphQL MCP Server that acts as a bridge allowing MCP clients (like Cursor or Claude Desktop) to interact with target GraphQL APIs through standard tools for schema introspection and operation execution.
    Last updated -
    2
    0
    1
    TypeScript
    MIT License

  • OSRS MCP Server

    JayArrowz
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    Enables interaction with Old School RuneScape game data and Wiki through the Model Context Protocol, providing tools to search the OSRS Wiki and access game definitions for items, NPCs, locations, and game mechanics.
    Last updated -
    19
    177
    3
    JavaScript
    MIT License
    • Apple
    • Linux

  • PubMed MCP Server

    cyanheads
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    A bridge connecting AI agents to NCBI's PubMed database through the Model Context Protocol, enabling seamless searching, retrieval, and analysis of biomedical literature and data.
    Last updated -
    5
    173
    6
    TypeScript
    Apache 2.0

  • Chain of Draft (CoD) MCP Server

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

  • Django Migrations MCP Service

    mrrobotke
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    security
    F
    license
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    A Model Context Protocol service that wraps Django's migration commands as MCP endpoints, making it easy to manage migrations across multiple services and integrate with CI/CD pipelines.
    Last updated -
    Python
    • Linux
    • Apple