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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:

  • Model Context Protocol Multi-Agent Server

    DHEERAJPRAKASH
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    Demonstrates custom MCP servers for math and weather operations, enabling multi-agent orchestration using LangChain, Groq, and MCP adapters for both local and remote tool integration.
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  • Multi-Model Advisor

    YuChenSSR
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    An MCP server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question for more comprehensive answers.
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    64
    MIT License
    • Apple

  • MCP Examples Project

    c1r5
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    A demonstration project that implements a Model Context Protocol (MCP) server with example tools for calendar, task management, and weather functionality in a Docker container.
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  • Model Context Protocol Server

    adrianozagallo-home
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    A Kubernetes-deployed server for the Model Context Protocol that enables secure communication with configurable environment variables, health monitoring, and scalable deployment on Azure Kubernetes Service.
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    637

  • MongoDB MCP Server for LLMs

    nickiiitu
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    A Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.
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    219
    1
    MIT License
    • Apple

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  • Model Context Protocol Demo

    digital-duck
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    A demonstration server for the Model Context Protocol (MCP) that exposes calculator and Yahoo Finance tools, allowing LLMs to interpret natural language requests and make tool calls via the MCP standard.
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    1
    Apache 2.0
    • Linux

  • MCP: Model Context Protocol

    Alex-Replicator
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    A system that manages context for language model interactions, allowing the model to remember previous interactions across multiple independent sessions using Gemini API.
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    • Linux
    • Apple

  • Model Context Protocol Server

    BilgisayarKavramlari
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    A stateful gateway server for AI applications that solves the memory limitations of Large Language Models by maintaining separate conversation contexts for each user.
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  • CMR Model Context Protocolofficial

    podaac
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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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    4
    • Apple

  • MCP - Model Context Protocol

    eversonpereira
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    A conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.
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  • Model Context Protocol Server

    arkeodev
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    Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
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    2
    MIT License

  • Model Context Protocol Server

    kanwardeep007
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    An MCP server for integrating AI models with client applications, allowing for structured interactions with APIs using command-line arguments for authentication and configuration.
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    736

  • Model Context Protocol Server

    Shekharmaheswari85
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    A middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.
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  • Model Context Protocol Server

    ashishpatel26
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    A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.
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    28

  • Aviation Model Context Protocol

    blevinstein
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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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  • Spotify Model Context Protocol

    belljustin
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    Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.
    Last updated -
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    2
    MIT License

  • Model Context Protocol Server

    hyen43
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    A server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.
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    40

  • Telos Model Context Protocol

    AporiaLabs
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    An MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.
    Last updated -
    1
    36
    1

  • MCP (Model Context Protocol) Server

    HarishGangula
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    A TypeScript implementation of a Model Context Protocol server and client that enables interaction with language models (specifically Mistral running on Ollama).
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  • Model Context Protocol Python Server

    vnkishortech
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    A Python implementation of the Model Context Protocol (MCP) server that enables searching and extracting information from arXiv papers, designed to be extensible with additional MCP tools.
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  • Schwab Model Context Protocol Server

    jkoelker
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    A server that implements the Model Context Protocol for Schwab API, allowing access to account information, positions, stock quotes, and order/transaction history designed for integration with Large Language Models.
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    15
    MIT License

  • Model Context Protocol Server for Solana Client

    tywenk
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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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    3
    MIT License
    • Apple

  • Square Model Context Protocol Serverofficial

    square
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    Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.
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    66
    77
    Apache 2.0

  • MCP (Model Context Protocol) Server

    sainath1420
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    A server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.
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  • Model Context Protocol (MCP) Server

    hideya
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    This server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly.
    Last updated -
    9
    MIT License

  • Apify Model Context Protocol Server

    ampcome-mcps
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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.
    Last updated -
    7,076
    Apache 2.0
    • Apple

  • AWS Model Context Protocol Server

    alexei-led
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    A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.
    Last updated -
    162
    MIT License
    • Apple

  • Model Context Protocol (MCP) Server

    suspicious-cow
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    A Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.
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  • Banking Model Context Protocol Server

    Abhinav-pyth
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    Implements a secure message communication protocol for handling exchanges between the banking chatbot and Azure OpenAI, providing message queuing, reliability, and detailed logging.
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  • Model Context Protocol (MCP) Server

    infinyte
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    A unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.
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