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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.

7,731 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

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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version-specific documentation and code examples from the source and adds them to your LLM prompts, helping eliminate outdated code generations and hallucinated APIs.
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    64,839
    2
    JavaScript
    MIT License
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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and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
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    64,839
    22,904
    JavaScript
    MIT License
    • Linux
    • Apple
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    A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
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    9
    1
    JavaScript
    Apache 2.0
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    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
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    454
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    JavaScript
    MIT License
    • Linux
    • Apple
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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.
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    9
    TypeScript
    MIT License
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    Share code context with LLMs via MCP or clipboard
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    3
    251
    Python
    Apache 2.0
    • Apple
    • Linux

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  • A
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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.
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    TypeScript
    Apache 2.0
    • Linux
    • Apple
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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.
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    Python
    MIT License
    • Apple
    • Linux
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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.
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    JavaScript
    MIT License
    • Linux
    • Apple
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    A Model Context Protocol server that transforms text into structured JSON data using templates with placeholders.
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    TypeScript
    MIT License
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    MCP server to provide Sketch layout information to AI coding agents like Cursor
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    49
    JavaScript
    MIT License
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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.
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    11
    TypeScript
    MIT License
    • Apple
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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.
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    TypeScript
    MIT License
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    MCP server to provide Jira Tickets information to AI coding agents like Cursor
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    502
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    TypeScript
    MIT License
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    A simple MCP server that can enable MCP clients to query Bluesky instances.
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    TypeScript
    MIT License
    • Apple
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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.
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    Python
    MIT License
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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.
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    17
    Python
    MIT License
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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.
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    JavaScript
    MIT License
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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.
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    161
    MIT License
    • Apple
    • Linux
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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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    TypeScript
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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.
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    TypeScript
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    A bridge between large language models and Dutch parliamentary data, providing access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer.
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    13
    MIT License
    • Apple
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    An MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.
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    3
    Python
    • Apple
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    Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.
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    Python
    MIT License
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    Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.
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    JavaScript
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    A server that enables interaction with the Solana blockchain, providing access to over 40 Solana RPC methods including getting balances, transaction details, block information, and sending transactions.
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    Python
    MIT License
    • Apple
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    Enables AI assistants to use Apify Actors as tools to perform specific tasks like web scraping, data extraction, and searching across various platforms through the Model Context Protocol.
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    3,203
    TypeScript
    Apache 2.0
    • Apple
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    A feature-rich Model Context Protocol gateway that federates MCP and REST services, unifying discovery, authentication, and transport protocols while providing virtualization of legacy APIs as MCP-compliant tools.
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    Python
    Apache 2.0
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    A server implementation of the Model Context Protocol (MCP) for managing development workflow with features like project management, task tracking, and QA review support.
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    3
    JavaScript
    AGPL 3.0