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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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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • 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

  • 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

  • AWS Resources MCP Server

    baryhuang
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    A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.
    Last updated -
    1
    20
    MIT License
    • Linux

  • YNAB MCP Server

    chrisguidry
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    An MCP server that provides Large Language Models with access to YNAB (You Need A Budget) budgets, allowing them to fetch budget data including accounts, categories, and category groups.
    Last updated -
    5

  • MCP Image Server

    IA-Programming
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    A Model Context Protocol server that enables fetching and processing images from URLs, local file paths, and numpy arrays, returning them as base64-encoded strings with proper MIME types.
    Last updated -
    1
    12
    MIT License
    • Linux
    • Apple

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  • YouTube MCP Server

    IA-Programming
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    security
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    A Model Context Protocol server that enables searching YouTube videos, retrieving and storing transcripts, and performing semantic search over video content without using the official YouTube API.
    Last updated -
    6
    MIT License

  • Document Intelligence MCP Server

    dshivasane
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    Enables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.
    Last updated -
    • Apple

  • EPICS MCP Server

    eunsang284
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    Enables interaction with EPICS (Experimental Physics and Industrial Control System) process variables through natural language. Supports reading PV values, setting PV values, and retrieving detailed PV information for monitoring and controlling hardware or software parameters.
    Last updated -
    1
    MIT License

  • Markdown Sidecar MCP Server

    speakeasy-api
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    A server that provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools.
    Last updated -
    1
    MIT License

  • Pulseq MCP Expert Server

    rmoskwa
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    An AI-powered server that helps users understand Pulseq code and MRI physics principles through natural language interactions.
    Last updated -

  • MCP-Hyperskillofficial

    hyperskill
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    A FastMCP integration with Hyperskill that allows AI agents to explain programming topics and search for programming resources using Hyperskill's learning materials.
    Last updated -
    1

  • Hello World MCP Server

    snoopdave
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    A minimal Model Context Protocol server in TypeScript that demonstrates MCP-compliant resources and tools for LLMs, featuring simple resources and a basic tool that echoes messages or returns greetings.
    Last updated -
    1
    4

  • 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

  • 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.
    Last updated -
    60
    • Apple
    • Linux

  • File Finder MCP Server

    sergey-fintech
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    Enables searching for files by name fragments via JSON-RPC or an HTTP REST API, with options for direct use or integration with other tools like VS Code.
    Last updated -
    1
    • Apple
    • Linux

  • Crossref MCP Server

    botanicastudios
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    A Model Context Protocol server that enables querying the Crossref API to search for academic publications by title, author, or DOI, returning structured metadata about scholarly works.
    Last updated -
    3
    1
    1
    MIT License

  • Perception-MCP

    lintyourcode
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    Enables asking questions about image, audio, or video files using state-of-the-art multimodal models. Powered by fal.ai for advanced media analysis and understanding capabilities.
    Last updated -

  • Tox Testing MCP Server

    that1guy15
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    An MCP server that executes tox commands to run Python tests within a project using pytest, allowing users to run all tests or specific test groups, files, cases, or directories.
    Last updated -
    5

  • Sound Notification MCP

    ks0318-p
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    An MCP server that plays notification sounds when AI coding assistants like Windsurf or Cursor require user attention, such as when coding is complete or when user approval is needed.
    Last updated -
    1
    2
    • Apple

  • flightradar24-mcp-server

    sunsetcoder
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    A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. Perfect for aviation enthusiasts, travel planners, or anyone curious about flights overhead!
    Last updated -
    2
    42
    MIT License
    • Apple

  • mcp-lancedb

    adiom-data
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    A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.
    Last updated -
    1
    71
    MIT License
    • Apple

  • mcp-mistral-ocr

    everaldo
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    OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
    Last updated -
    31
    • Linux

  • CongressMCP-bridge

    amurshak
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    An MCP server for the Congress.gov API that consolidates 91 operations into 6 comprehensive legislative tools that can be used by any MCP client (i.e. Claude Desktop), or MCP-compatible AI agent, to query and reason about congressional data.
    Last updated -
    10
    JavaScript
    MIT License
    • Apple
    • Linux

  • Pinecone MCP Server

    Solaceking
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    Enables AI assistants to perform semantic search, manage vectors, and interact with Pinecone vector databases through standardized MCP tools. Supports querying, upserting, deleting vectors and monitoring database statistics for knowledge base operations.
    Last updated -
    0

  • AgentOps MCPofficial

    AgentOps-AI
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    The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.
    Last updated -
    4
    36
    6

  • DuckDB-RAG-MCP-Sample

    nananaman
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    An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown documents by converting them to embedding vectors and performing vector search using DuckDB.
    Last updated -
    3
    Apache 2.0
    • Apple

  • TRIGGERcmd

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    Run commands on your computers (remote or local) via TRIGGERcmd. To give the LLM context about your commands, you can describe what your commands do, and what parameters they accept.

  • STK-MCP

    alti3
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    An MCP server that enables Large Language Models or other MCP clients to interact with Ansys/AGI STK (Systems Tool Kit), allowing users to control STK Desktop simulations programmatically or via natural language.
    Last updated -
    15

  • MCP Simple Timeserver

    andybrandt
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    An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
    Last updated -
    2
    22
    MIT License
    • Apple

  • Shadcn Registry manager

    reuvenaor
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    MCP server for Shadcn UI, enabling automated, remote, or containerized project management via local or remote registries
    Last updated -
    10
    1
    MIT License

  • Docs MCP Server

    probelabs
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    A flexible Model Context Protocol server that makes documentation or codebases searchable by AI assistants, allowing users to chat with code or docs by simply pointing to a git repository or folder.
    Last updated -
    1
    18
    58
    MIT License