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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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9,463 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Context7 MCP

    upstash
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    A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
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    2
    139,115
    30,293
    MIT License
    • Linux
    • Apple

  • Context7 MCP

    decvb
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    Fetches up-to-date, version-specific documentation and code examples from the source and adds them to your LLM prompts, helping eliminate outdated code generations and hallucinated APIs.
    Last updated -
    2
    139,115
    2
    MIT License

  • llm-context

    cyberchitta
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    Share code context with LLMs via MCP or clipboard
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    6
    273
    Apache 2.0
    • Apple
    • Linux

  • Claude Context

    zilliztech
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    Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.
    Last updated -
    3,629
    MIT License

  • CTX: Context as Code (CaC) tool

    context-hub
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    CTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.
    Last updated -
    185
    MIT License
    • Apple
    • Linux

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  • context-awesome

    bh-rat
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    security
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    Give your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.
    Last updated -
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    15

  • Context Apps

    tubasasakunn
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    This MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AI
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    2
    • Apple
    • Linux

  • MCP-Context-Provider

    SyedMuqaram
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    A static MCP server that helps AI models maintain tool context across chat sessions, preventing loss of important information and keeping conversations smooth and uninterrupted.
    Last updated -
    Apache 2.0
    • Apple
    • Linux

  • Sketch Context MCP

    jshmllr
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    MCP server to provide Sketch layout information to AI coding agents like Cursor
    Last updated -
    4
    60
    MIT License

  • Jira-Context-MCP

    rahulthedevil
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    MCP server to provide Jira Tickets information to AI coding agents like Cursor
    Last updated -
    158
    20
    MIT License

  • Claude Context Local

    FarhanAliRaza
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    Provides semantic code search capabilities that run 100% locally using EmbeddingGemma embeddings. Enables finding code by meaning across 15 file extensions and 9+ programming languages without API costs or sending code to the cloud.
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    60
    • Apple
    • Linux

  • Context MCP Server

    fikrimastor
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    A CloudFlare Workers-based MCP server that provides semantic memory and journal capabilities with vector search. Enables users to store, search, and retrieve memories and journal entries using AI-powered semantic similarity without any local setup required.
    Last updated -

  • Context Bank MCP

    vulh1209
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    An MCP server that provides an interface for querying the AtherOS knowledge base through an API, allowing users to create chat sessions and send queries to retrieve information.
    Last updated -
    MIT License

  • File Context MCP

    compiledwithproblems
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    This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.
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    1

  • MCP Context Provider

    doobidoo
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    Provides persistent tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.
    Last updated -
    6
    Apache 2.0
    • Linux
    • Apple

  • Context MCP Server

    LangGPT
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    A Model Context Protocol server that provides web content fetching capabilities with robots.txt checking removed, allowing LLMs to retrieve and convert web content to markdown.
    Last updated -
    2
    MIT License
    • Apple
    • Linux

  • MCP Project Context Server

    aaronfeingold
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    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

  • RAG Context MCP Server

    notbnull
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    A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.
    Last updated -
    1
    MIT License

  • Bluesky Context Server

    laulauland
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    A simple MCP server that can enable MCP clients to query Bluesky instances.
    Last updated -
    27
    MIT License
    • Apple

  • Yes or No MCP

    a-polishchuk
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    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    Last updated -
    1
    0

  • Context Engineering MCP Platform

    devsully
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    A platform that transforms AI development with intelligent context management, optimization, and prompt engineering, enabling developers to enhance model performance through structured context management and optimization tools.
    Last updated -
    MIT License

  • URL-Context-MCP MCP

    nanameru
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    The URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability via the Gemini API. Now also supports optional grounding with Google Search alongside URL Context. The server is designed to follow prompt-only orchestration: con
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    64
    6

  • Google OR-Tools server

    Jacck
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    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated -
    14
    MIT License
    • Apple

  • Context Continuation MCP Server

    core3-coder
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    Provides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.
    Last updated -
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    0
    2
    Apache 2.0
    • Linux
    • Apple

  • Context Engineering MCP Platform

    ShunsukeHayashi
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    A development platform that helps AI developers optimize prompts through intelligent context management, providing tools for analysis, optimization, and template management to reduce costs and improve AI response quality.
    Last updated -
    24
    MIT License

  • Context Optimizer MCP Server

    malaksedarous
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    Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.
    Last updated -
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    41
    TypeScript
    MIT License

  • Custom Context MCP Server

    omer-ayhan
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    A Model Context Protocol server that transforms text into structured JSON data using templates with placeholders.
    Last updated -
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    1
    MIT License

  • RAG Information Retriever

    ChandrahaasJ
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    An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.
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  • Code Context MCP Server

    fkesheh
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    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated -
    14
    MIT License
    • Apple

  • Gemini Context MCP Server

    ogoldberg
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    An MCP server implementation that maximizes Gemini's 2M token context window with tools for efficient context management and caching across multiple AI client applications.
    Last updated -
    27