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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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7,738 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Chroma MCP Serverofficial

    chroma-core
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    A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.
    Last updated -
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    256
    Python
    Apache 2.0

  • Dumpling AI MCP Serverofficial

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    Integrates with Dumpling AI to provide data scraping, content processing, knowledge management, and code execution capabilities through tools for web interactions, document handling, and AI services.
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    22
    JavaScript
    MIT License

  • Graphlit MCP Serverofficial

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    The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
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    973
    342
    TypeScript
    MIT License
    • Apple

  • mcp-server-qdrantofficial

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    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
    Last updated -
    2
    808
    Python
    Apache 2.0

  • Cursor10x MCP

    aiurda
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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.
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    23
    51
    JavaScript
    MIT License
    • Apple
    • Linux

  • mcp-reasoner

    Jacck
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    A systematic reasoning MCP server implementation for Claude Desktop with beam search and thought evaluation capabilities
    Last updated -
    1
    239
    TypeScript
    MIT License

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  • MCP Memory LibSQL

    joleyline
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    A high-performance, persistent memory system for the Model Context Protocol (MCP) providing vector search capabilities and efficient knowledge storage using libSQL as the backing store.
    Last updated -
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    155
    10
    TypeScript
    MIT License
    • Linux

  • Glean MCP Server

    gleanwork
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    A Model Context Protocol server that provides AI assistants with access to Glean's enterprise knowledge features, including content search, people directory, and AI chat capabilities.
    Last updated -
    3
    3
    45
    TypeScript
    MIT License

  • Logseq MCP Tools

    apw124
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    A Model Context Protocol server that enables AI agents to interact with local Logseq knowledge graphs, supporting operations like creating/editing pages and blocks, searching content, and managing journal entries.
    Last updated -
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    15
    Python
    MIT License
    • Apple
    • Linux

  • Capacities MCP Server

    jem-computer
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    Provides seamless integration with Capacities knowledge management system, allowing Claude to list spaces, retrieve space information, search content, save weblinks, and add content to daily notes.
    Last updated -
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    11
    TypeScript
    MIT License
    • Apple

  • LlamaCloud MCP Server

    run-llama
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    A MCP server connecting to a managed index on LlamaCloud. This is a TypeScript-based MCP server that implements a connection to a managed index on LlamaCloud.
    Last updated -
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    3
    80
    JavaScript
    MIT License
    • Apple

  • MCP Think Tool Server

    cgize
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    Implements Anthropic's 'think' tool for Claude, providing a dedicated space for structured reasoning during complex problem-solving tasks that improves performance in reasoning chains and policy adherence.
    Last updated -
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    481
    30
    JavaScript
    MIT License

  • 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 -
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    48,132
    51
    JavaScript
    MIT License

  • SourceSync.ai MCP Server

    pbteja1998
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    Allows AI models to interact with SourceSync.ai's knowledge management platform to organize, ingest, retrieve, and search content in knowledge bases.
    Last updated -
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    410
    3
    TypeScript
    MIT License
    • Apple
    • Linux

  • MemoryMesh

    CheMiguel23
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    This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
    Last updated -
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    282
    TypeScript
    MIT License
    • Apple

  • Memory Bank MCP

    hoppo-chan
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    A Model Context Protocol plugin that helps AI assistants maintain persistent project context through structured markdown files, providing a systematic approach to tracking project goals, decisions, progress, and patterns.
    Last updated -
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    431
    17
    JavaScript
    MIT License
    • Apple
    • Linux

  • cognee-mcp

    topoteretes
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    Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
    Last updated -
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    6,548
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    Apache 2.0
    • Apple

  • DeepSeek-Claude MCP Server

    ygboy1986
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    Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine, allowing Claude to tackle complex multi-step reasoning tasks with greater precision.
    Last updated -
    1
    Python
    MIT License
    • Apple

  • Heptabase MCP

    LarryStanley
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    A Model Context Protocol service that allows AI assistants to search, retrieve, analyze, and export data from Heptabase backups.
    Last updated -
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    6
    TypeScript
    MIT License
    • Apple
    • Linux

  • WikiJS MCP Server

    RicardoCenci
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    Enables AI assistants to search and retrieve content from WikiJS knowledge bases, allowing integration with your Wiki through simple search and retrieval tools.
    Last updated -
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    26
    1
    TypeScript
    MIT License

  • Knowledge MCP Server

    sven-borkert
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    Provides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.
    Last updated -
    27
    140
    TypeScript
    MIT License
    • Apple

  • MindManager MCP Server

    robertZaufall
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    A Model Context Protocol server that enables LLMs to interact with MindManager mind maps, allowing retrieval of mind map structures and export to formats like Mermaid, Markdown, and JSON.
    Last updated -
    9
    3
    Python
    MIT License
    • Apple

  • WeRead MCP Server

    freestylefly
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    A lightweight bridge server that connects WeChat Reading (WeRead) data with Claude Desktop, allowing seamless access to reading notes and book collections through natural language interactions.
    Last updated -
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    43
    422
    JavaScript
    MIT License

  • MCP Think Tank

    flight505
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    Provides AI assistants with enhanced reasoning capabilities through structured thinking, persistent knowledge graph memory, and intelligent tool orchestration for complex problem-solving.
    Last updated -
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    412
    27
    TypeScript
    MIT License
    • Apple
    • Linux

  • Memory MCP

    drdee
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    A Model Context Protocol server that allows users to store, retrieve, update, and delete memories using SQLite storage.
    Last updated -
    5
    6
    Python
    MIT License

  • Insights Knowledge Base MCP Server

    v587d
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    A free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.
    Last updated -
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    3
    Python
    MIT License
    • Apple
    • Linux

  • 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 -
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    728
    572
    TypeScript
    MIT License
    • Apple
    • Linux

  • MCP DuckDB Knowledge Graph Memory Server

    IzumiSy
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    A memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information.
    Last updated -
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    24
    43
    TypeScript
    MIT License
    • Apple

  • Atom-of-thoughts

    kbsooo
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    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.
    Last updated -
    3
    25
    JavaScript
    MIT License
    • Apple
    • Linux

  • atlas-mcp-server

    cyanheads
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    ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.
    Last updated -
    22
    4
    243
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    Apache 2.0
    • Linux
    • Apple

  • Higress AI-Search MCP Server

    cr7258
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    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.
    Last updated -
    1
    5
    Python
    Apache 2.0