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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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7,737 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Python Docs Server

    AnuragRai017
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    An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
    Last updated -
    1
    JavaScript
    Apache 2.0
    • Apple

  • Memory Bank MCP Server

    alioshr
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    Provides a centralized MCP-based system for managing and accessing multi-project memory banks remotely, with features like project isolation, file structure validation, and type-safe operations.
    Last updated -
    5
    728
    572
    TypeScript
    MIT License
    • Apple
    • Linux

  • AGI MCP Server

    QuixiAI
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    security
    F
    license
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    quality
    A Model Context Protocol server that provides persistent memory capabilities for AI systems, enabling true continuity of consciousness across conversations through episodic, semantic, procedural, and strategic memory types.
    Last updated -
    24
    4
    JavaScript

  • Roo Code Memory Bank MCP Server

    IncomeStreamSurfer
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    quality
    Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.
    Last updated -
    4
    53
    JavaScript
    Apache 2.0
    • Linux
    • Apple

  • IAC Memory MCP Server

    AgentWong
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    A custom Memory MCP Server that acts as a cache for Infrastructure-as-Code information, allowing users to store, summarize, and manage notes with a custom URI scheme and simple resource handling.
    Last updated -
    23
    1
    Python
    MIT License
    • Apple

  • Python REPL MCP Server

    hdresearch
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    A server that provides a persistent Python REPL environment through the MCP protocol, allowing execution of Python code, variable management, and package installation.
    Last updated -
    3
    24
    Python
    MIT License

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  • Memory Bank MCP Server

    ipospelov
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    security
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    license
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    quality
    Provides a structured documentation system for context preservation in AI assistant environments, helping users create and manage memory banks for their projects.
    Last updated -
    3
    66
    Python
    MIT License
    • Linux
    • Apple

  • Memory Box MCP Server

    amotivv
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    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
    7
    TypeScript
    MIT License
    • Apple

  • IaC Memory MCP Server

    AgentWong
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    Enhances Claude AI with persistent memory storage for Infrastructure-as-Code components, supporting version tracking and relationship mapping for Terraform and Ansible resources.
    Last updated -
    23
    6
    Python
    MIT License

  • mcp-server-data-exploration

    reading-plus-ai
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    Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
    Last updated -
    2
    446
    Python
    MIT License
    • Apple

  • Node.js Debugger MCP Server

    qckfx
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    Provides Node.js debugging capabilities with process management for AI agents, allowing them to start/stop Node.js processes, set breakpoints, step through code, and evaluate expressions.
    Last updated -
    8
    10
    JavaScript
    MIT License

  • Specif-ai MCP Server

    vj-presidio
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    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.
    Last updated -
    9
    412
    TypeScript

  • Specif-ai MCP Server

    vj-presidio
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    A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interaction with specification documents like BRDs, PRDs, and user stories through a set of structured tools.
    Last updated -
    9
    412
    TypeScript
    • Apple
    • Linux

  • Exa MCP Server

    MrunmayS
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    A Model Context Protocol server that enables AI assistants like Claude to perform real-time web searches using the Exa AI Search API in a safe and controlled manner.
    Last updated -
    10
    7,374
    • Apple

  • MCP Task Manager Server

    bsmi021
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    license
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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
    9
    15
    TypeScript
    GPL 3.0

  • Powertools MCP Search Server

    aws-powertools
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    security
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    Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python, TypeScript, Java, .NET) using a Model Context Protocol server.
    Last updated -
    2
    30
    29
    TypeScript
    • Apple
    • Linux

  • A-Share MCP Server

    24mlight
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    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    328
    Python
    MIT License

  • Letta MCP Server

    oculairmedia
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    An MCP server implementation that enables interaction with the Letta API for managing agents, memory blocks, and tools in the Letta system.
    Last updated -
    9
    25
    JavaScript
    MIT License
    • Linux
    • Apple

  • MCP Package Docs Server

    sammcj
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    quality
    Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
    Last updated -
    11
    529
    75
    TypeScript
    MIT License

  • MCP File Context Server

    bsmi021
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    A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
    Last updated -
    6
    16
    23
    JavaScript
    MIT License
    • Linux
    • Apple

  • tavily-mcp-python

    MertAtesmen
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    security
    F
    license
    A
    quality
    Tavily MCP Server implementation that uses fastmcp and supports both sse and stdio transports. It also supports more up to date functionalities of Tavily.
    Last updated -
    4
    1
    Python
    • Linux
    • Apple

  • MCP Server Fetch Python

    tatn
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    An MCP server for fetching and transforming web content into various formats.
    Last updated -
    4
    6
    Python
    MIT License
    • Apple

  • Windows Command Line MCP Server

    alxspiker
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    license
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    A secure Model Context Protocol server that allows AI models to safely interact with Windows command-line functionality, enabling controlled execution of system commands, project creation, and system information retrieval.
    Last updated -
    8
    5
    TypeScript
    MIT License

  • Google Tasks MCP Server

    mstfe
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    A TypeScript Model Context Protocol server that integrates with Google Tasks API, allowing users to create, list, update, delete, and toggle completion status of tasks.
    Last updated -
    4
    5
    JavaScript
    MIT License

  • Memory Bank MCP

    movibe
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    Memory Bank Server provides a set of tools and resources for AI assistants to interact with Memory Banks. Memory Banks are structured repositories of information that help maintain context and track progress across multiple sessions.
    Last updated -
    15
    483
    41
    TypeScript
    MIT License

  • basic-memory

    basicmachines-co
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    license
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    quality
    Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md
    Last updated -
    9
    1,479
    Python
    AGPL 3.0
    • Apple

  • mem0 Memory System

    pinkpixel-dev
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    security
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    license
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    quality
    A flexible memory system for AI applications that supports multiple LLM providers and can be used either as an MCP server or as a direct library integration, enabling autonomous memory management without explicit commands.
    Last updated -
    3
    28
    66
    JavaScript
    MIT License

  • MCP Background Task Server

    nanoseil
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    F
    license
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    quality
    A Model Context Protocol server that enables running and managing long-running background tasks (like development servers, builds) from within Claude Desktop or other MCP-compatible clients.
    Last updated -
    6
    75
    1
    TypeScript

  • Elasticsearch Knowledge Graph for MCP

    j3k0
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    license
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    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.
    Last updated -
    17
    14
    TypeScript

  • Vertex AI MCP Server

    shariqriazz
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    security
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    license
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    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
    43
    75
    TypeScript
    MIT License
    • Linux
    • Apple

  • Exa MCP Server

    geezerrrr
    A
    security
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    license
    A
    quality
    A server that enables AI assistants like Claude to perform web searches using the Exa AI Search API, providing real-time web information in a safe and controlled way.
    Last updated -
    6
    7,374
    MIT License
    • Apple