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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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11,544 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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 -
    415
    690
    MIT License
    • Apple
    • Linux

  • OpenTelemetry Documentation MCP Server

    ryu1maniwa
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    license
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    quality
    Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
    Last updated -
    2
    3
    Apache 2.0

  • Project Content Server

    MaheshDoiphode
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    license
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    quality
    An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options.
    Last updated -
    1
    6
    MIT License

  • A-Share MCP Server

    24mlight
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    quality
    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
    431
    MIT License

  • Noun Project MCP Server

    sgup
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    security
    F
    license
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    quality
    Enables searching and retrieving icons from The Noun Project API with advanced filters for style, color, and size customization.
    Last updated -
    6

  • Project MCP Server

    tejpalvirk
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    quality
    Provides tools for managing project knowledge graphs, enabling structured representation of projects, tasks, milestones, resources, and team members.
    Last updated -
    6
    10
    • Apple
    • Linux

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  • IaC Memory MCP Server

    AgentWong
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    security
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    license
    A
    quality
    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
    MIT License

  • MCP Memory Server

    keleshteri
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    security
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    license
    A
    quality
    Gives AI coding assistants persistent memory, safety controls, and project awareness by tracking coding sessions, protecting critical files from modifications, and managing approval workflows with automatic changelog generation.
    Last updated -
    16
    8
    • Linux
    • Apple

  • mcp-with-ssh

    aakarsh-sasi
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    license
    A
    quality
    Memory bank with Server as SSH support for central knowledge base
    Last updated -
    15
    69
    31
    MIT License

  • AWS Documentation MCP Server

    daniel-levesque
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    license
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    quality
    Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.
    Last updated -
    3
    Apache 2.0

  • Email Management MCP Server

    Karopatu
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    security
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    license
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    quality
    Enables users to connect to their email inbox via IMAP to search, filter, and summarize emails based on criteria like subject, date, and sender. Supports marking emails as read and provides customizable email summarization with various prompt options.
    Last updated -
    2
    10

  • Memory Bank MCP

    tuncer-byte
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    security
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    license
    A
    quality
    An MCP server that helps teams create, manage, and access structured project documentation through six core document types, leveraging AI to generate comprehensive project knowledge management.
    Last updated -
    5
    1,750
    100

  • A Share MCP

    24mlight
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    security
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    license
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    quality
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    431
    MIT License

  • MCP Project Context Server

    aaronfeingold
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    security
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    license
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    quality
    A persistent memory layer for Claude Code that maintains project information, technology stack, tasks, decisions, and session history between coding sessions, eliminating the need to re-explain project context.
    Last updated -
    9
    MIT License

  • Materials Project MCP

    fair2wise
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    security
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    license
    A
    quality
    A tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.
    Last updated -
    3
    1
    BSD 3-Clause

  • Local Project Sync

    Cytrogen
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    security
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    license
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    quality
    A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.
    Last updated -
    7
    • Apple

  • basic-memory

    basicmachines-co
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    security
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    license
    A
    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 -
    19
    2,058
    AGPL 3.0
    • Apple

  • Documentation Search MCP Server

    anton-prosterity
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    license
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    quality
    A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
    Last updated -
    22
    6
    MIT License
    • Apple

  • Memory Custom

    BRO3886
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    quality
    A customized MCP memory server that enables creation and management of a knowledge graph with features like custom memory paths and timestamping for capturing interactions via language models.
    Last updated -
    10
    4
    MIT License
    • Apple

  • Memory MCP Server

    cbuntingde
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    quality
    Enables agents to maintain persistent memory through three-tiered architecture: short-term session context with TTL, long-term user profiles and preferences, and searchable episodic event history with sentiment analysis. Provides comprehensive memory management for personalized AI interactions.
    Last updated -
    7
    MIT License

  • Project Handoffs MCP Server

    davidorex
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    quality
    Facilitates AI session handoffs and next steps tracking through project-based organization, supporting task prioritization and seamless workflow management.
    Last updated -
    8
    7

  • Documentation MCP Server

    sagacious-satadru
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    security
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    license
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    quality
    A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.
    Last updated -
    1
    3

  • mcp-memory-libsql

    spences10
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    license
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    quality
    A high-performance MCP server utilizing libSQL for persistent memory and vector search capabilities, enabling efficient entity management and semantic knowledge storage.
    Last updated -
    6
    253
    74
    MIT License

  • Memory Bank MCP

    movibe
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    security
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    license
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    quality
    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 -
    86
    43
    MIT License

  • Agentic Memory Server

    PrismAero
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    security
    A
    license
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    quality
    Provides enterprise-grade persistent memory for AI assistants with complete offline operation, enabling intelligent knowledge storage, branch-based organization, and smart search across project domains while keeping all data local and secure.
    Last updated -
    MIT License

  • MCP Memory Server

    sdimitrov
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    quality
    Implements long-term memory capabilities for AI assistants using PostgreSQL with pgvector for efficient vector similarity search, enabling semantic retrieval of stored information.
    Last updated -
    43
    • Apple
    • Linux

  • Memory MCP

    JamesANZ
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    license
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    quality
    A Model Context Protocol server that allows saving, retrieving, adding, and clearing memories from LLM conversations with MongoDB persistence.
    Last updated -
    17
    9
    MIT License

  • focus_mcp_data

    FocusSearch
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    security
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    license
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    quality
    The intelligent data query plugin under DataFocus that supports multi-round conversations provides plug-and-play ChatBI capabilities.
    Last updated -
    12
    Apache 2.0

  • MCP Documentation Server

    mahawi1992
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    security
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    license
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    quality
    A smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.
    Last updated -
    10

  • With-MCP

    janwilmake
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    security
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    license
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    quality
    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    92
    34
    MIT License

  • A VMware ESXi/vCenter management server

    bright8192
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    security
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    license
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    quality
    A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.
    Last updated -
    39
    MIT License

  • Paws-on-MCP

    hemanth
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    security
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    license
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    quality
    A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.
    Last updated -
    334