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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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5,018 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Tripo MCP Server

    VAST-AI-Research
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    quality
    Provides an interface between AI assistants and Tripo AI via Model Context Protocol, enabling generation of 3D assets from natural language and importing them to Blender.
    Last updated -
    15
    139
    Python
    MIT License
    • Linux
    • Apple

  • MCP-Slicer

    zhaoyouj
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    F
    license
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    quality
    Connects 3D Slicer with AI assistants through the Model Context Protocol, enabling medical image processing and scene manipulation using natural language.
    Last updated -
    2
    5
    Python
    • Apple

  • Knowledge Graph Memory Server

    T1nker-1220
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    Enhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.
    Last updated -
    13
    14,700
    34
    JavaScript
    MIT License

  • MCP Paradex Server

    sv
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    A Model Context Protocol server implementation that enables AI assistants to interact with the Paradex perpetual futures trading platform, allowing for retrieving market data, managing trading accounts, placing orders, and monitoring positions.
    Last updated -
    28
    4
    Python
    MIT License
    • Linux
    • Apple

  • Redmine MCP Server

    yonaka15
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    A Model Context Protocol server for interacting with Redmine using its REST API, enabling the management of tickets, projects, and user data through integration with LLMs.
    Last updated -
    23
    28
    TypeScript
    MIT License

  • actors-mcp-serverofficial

    apify
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    security
    A
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    Use 3,000+ pre-built cloud tools from Apify, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
    Last updated -
    751
    203
    TypeScript
    Apache 2.0
    • Apple

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  • Baidu Vector Database MCP Server

    baidu
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    security
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    license
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    quality
    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

  • freecad mcp

    neka-nat
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    security
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    license
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    quality
    This repository is a FreeCAD MCP that allows you to control FreeCAD from Claude Desktop.
    Last updated -
    10
    132
    Python
    MIT License
    • Apple
    • Linux

  • Africa's Talking Airtime MCP

    nasoma
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    Enables users to manage airtime transactions through the Africa's Talking API, allowing them to check account balance, send airtime to phone numbers, view transaction history, and analyze top-up patterns across supported African countries.
    Last updated -
    5
    1
    Python
    MIT License

  • Linear Regression MCP

    HeetVekariya
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    license
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    An MCP server that enables Claude to train a linear regression model by simply uploading a CSV file, handling the entire ML pipeline from data preprocessing to model evaluation.
    Last updated -
    5
    9
    Python
    • Apple
    • Linux

  • Nuanced MCP Server

    MattMorgis
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    security
    F
    license
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    quality
    An MCP server that enables LLMs to understand and analyze code structure through function call graphs, allowing AI assistants to explore relationships between functions and analyze dependencies in Python repositories.
    Last updated -
    6
    7
    Python

  • Decent-Sampler Drums MCP Server

    dandeliongold
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    Facilitates the creation of DecentSampler drum kit configurations, supporting WAV file analysis and XML generation to ensure accurate sample lengths and well-structured presets.
    Last updated -
    5
    93
    1
    TypeScript
    MIT License
    • Apple

  • MCP Task Manager Server

    bsmi021
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    A local Model Context Protocol server providing backend tools for AI agents to manage projects and tasks with persistent storage in SQLite, enabling structured tracking of project tasks with dependencies, priorities, and statuses.
    Last updated -
    12
    1
    TypeScript
    GPL 3.0

  • Appwrite MCP Serverofficial

    appwrite
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    security
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    A Model Context Protocol server that allows AI assistants to interact with Appwrite's API, providing tools to manage databases, users, functions, teams, and other resources within Appwrite projects.
    Last updated -
    84
    36
    Python
    MIT License
    • Linux
    • Apple

  • anki-mcp

    ujisati
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    security
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    quality
    A Model Context Protocol server that enables interaction with Anki flashcards through AnkiConnect, providing organized tools for managing decks, notes, cards, models, and media files.
    Last updated -
    40
    2
    Python
    MIT License

  • mcp-octagonofficial

    OctagonAI
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    security
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    license
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    quality
    Deliver real-time investment research with extensive private and public market data.
    Last updated -
    11
    243
    21
    JavaScript
    MIT License
    • Apple

  • Retrieval-Augmented Thinking MCP Server

    stat-guy
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    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    Last updated -
    1
    4
    JavaScript
    MIT License

  • Audiense Insights MCP Serverofficial

    AudienseCo
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    Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
    Last updated -
    8
    32
    8
    TypeScript
    Apache 2.0
    • Apple

  • mcp-server-axiom-js

    ThetaBird
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    An npx-compatible port of @Axiom's mcp-server-axiom
    Last updated -
    3
    2
    1
    JavaScript
    MIT License

  • Alibaba Cloud DMS MCP Serverofficial

    aliyun
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    A Model Context Protocol server that enables large language models to access database metadata and perform cross-engine data querying across diverse database ecosystems.
    Last updated -
    8
    9
    Python
    Apache 2.0

  • 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

  • mcp-confluentofficial

    confluentinc
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    An MCP server implementation built to interact with Confluent Kafka and Confluent Cloud REST APIs.
    Last updated -
    24
    69
    29
    TypeScript
    MIT License
    • Apple

  • MCP Gemini Server

    bsmi021
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    A dedicated server that wraps Google's Gemini AI models in a Model Context Protocol (MCP) interface, allowing other LLMs and MCP-compatible systems to access Gemini's capabilities like content generation, function calling, chat, and file handling through standardized tools.
    Last updated -
    16
    3
    TypeScript
    MIT License
    • Linux
    • Apple

  • mcp-pandoc

    vivekVells
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    MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
    Last updated -
    1
    212
    Python
    MIT License
    • Apple

  • MySQL Database Access

    dpflucas
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    An MCP server that provides read-only access to MySQL databases.
    Last updated -
    4
    477
    17
    JavaScript
    MIT License
    • Linux
    • Apple

  • MCP Access Server

    shin-t-o
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    security
    A
    license
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    quality
    Enables text extraction from web pages and PDFs, and execution of predefined commands, enhancing content processing and automation capabilities.
    Last updated -
    3
    TypeScript
    MIT License

  • MCP Server for FTP Access

    alxspiker
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    Enables Claude to interact with FTP servers through natural language commands, allowing users to list directories, download/upload files, create directories, and delete files/directories on FTP servers.
    Last updated -
    6
    5
    JavaScript
    • Linux
    • Apple

  • MCP Hardware Access Library

    UnitApi
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    security
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    A Python framework that enables secure hardware control through the Model Context Protocol, allowing AI agents and automation systems to interact with physical devices across multiple platforms.
    Last updated -
    Python
    Apache 2.0
    • Linux
    • Apple

  • TON Access MCP Server

    aiopinions
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    security
    A
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    A production-ready Model Context Protocol server implementation that connects AI assistants to the TON blockchain, allowing them to query wallet balances, transaction details, smart contracts, and other blockchain data.
    Last updated -
    TypeScript
    MIT License

  • Serverless VPC Access MCP Server

    ag2-mcp-servers
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    security
    F
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    An auto-generated MCP server for Google's Serverless VPC Access API, enabling communication with Google Cloud VPC networks through natural language interactions.
    Last updated -
    Python
    • Linux
    • Apple