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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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5,983 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Memory Box MCP Server

    amotivv
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    Cline MCP integration that allows users to save, search, and format memories with semantic understanding, providing tools to store and retrieve information using vector embeddings for meaning-based search.
    Last updated -
    6
    1
    JavaScript
    MIT License
    • Apple

  • Elasticsearch Knowledge Graph for MCP

    j3k0
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    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    Last updated -
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    6
    TypeScript

  • Optimized Memory MCP Server V2

    AgentWong
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    A Python-based server that implements the Model Context Protocol to interface with Claude Desktop as an MCP client, supporting interaction through efficient memory management.
    Last updated -
    1
    Python
    MIT License

  • Memory MCP

    HamzaFarhan
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    A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.
    Last updated -
    Python

  • MCP Server Memory File

    g0t4
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    An MCP server that allows Claude and other LLMs to manage persistent memories across conversations through text file storage, enabling commands to add, search, delete and list memory entries.
    Last updated -
    2
    TypeScript

  • Chain of Thought MCP Server

    beverm2391
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    An MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.
    Last updated -
    Python

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  • Code Analysis MCP Server

    saiprashanths
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    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated -
    4
    7
    Python
    • Apple

  • mcp-my-mac

    zhongmingyuan
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    Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
    Last updated -
    3
    1
    Python
    MIT License
    • Apple

  • Australian Bureau of Statistics (ABS)

    seansoreilly
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    Provides access to the Australian Bureau of Statistics (ABS) Data API. This server allows AI assistants to query and analyze ABS statistical data.
    Last updated -
    1
    4
    TypeScript

  • Logseq MCP Server

    dailydaniel
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    A server that enables LLMs to programmatically interact with Logseq knowledge graphs, allowing creation and management of pages and blocks.
    Last updated -
    10
    17
    Python
    MIT License

  • MCP Server for OpenSearch

    ibrooksSDX
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    Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.
    Last updated -
    Python
    Apache 2.0

  • mcp-image-downloader

    qpd-v
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    Enables AI assistants to download images from URLs and perform basic image optimization tasks.
    Last updated -
    2
    4
    JavaScript
    Apache 2.0

  • Windows Command Line MCP Server

    alxspiker
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    A secure Model Context Protocol server that allows AI models to safely interact with Windows command-line functionality, enabling controlled execution of system commands, project creation, and system information retrieval.
    Last updated -
    8
    3
    TypeScript
    MIT License

  • Azure Resource Graph MCP Server

    hardik-id
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    A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
    Last updated -
    1
    5
    TypeScript
    MIT License
    • Linux
    • Apple

  • Two Truths and a Twist

    ErgodicLabs
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    An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.
    Last updated -
    2
    Python
    MIT License
    • Apple
    • Linux

  • k8s-pilot

    bourbonkk
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    A lightweight, centralized control plane server that enables management of multiple Kubernetes clusters simultaneously, supporting context switching and CRUD operations on common Kubernetes resources.
    Last updated -
    89
    10
    Python
    Apache 2.0
    • Apple
    • Linux

  • Math-MCP

    EthanHenrickson
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    A Model Context Protocol server that provides basic mathematical and statistical functions to LLMs, enabling them to perform accurate numerical calculations through a simple API.
    Last updated -
    13
    13
    TypeScript
    MIT License

  • Memory Cache Server

    tosin2013
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    A Model Context Protocol (MCP) server that optimizes token usage by caching data during language model interactions, compatible with any language model and MCP client.
    Last updated -
    4
    JavaScript

  • PDF.co MCP Serverofficial

    pdfdotco
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    Provides PDF.co API functionality through the Model Context Protocol, enabling AI assistants to perform various PDF processing tasks like conversion, editing, searching, and security operations.
    Last updated -
    38
    1
    Python
    MIT License
    • Apple
    • Linux

  • Solana Model Context Protocol (MCP) Server

    omaidf
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    A Solana blockchain interaction server that allows AI tools to query blockchain data using natural language, access structured token information, and generate human-readable explanations of complex blockchain concepts.
    Last updated -
    7
    Python
    • Linux
    • Apple

  • MCP Server Basic Example

    krishnaik06
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    A simple implementation of a Model Context Protocol server that demonstrates core functionality including mathematical tools (add, subtract) and personalized greeting resources.
    Last updated -
    3
    Python
    GPL 3.0

  • Textra Japanese to English Translator

    hokupod
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    Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.
    Last updated -
    Python
    MIT License

  • Chronulus MCP Serverofficial

    ChronulusAI
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    Enables integration of Chronulus AI Forecasting & Prediction Agents with Claude, allowing users to access AI-powered forecasting and prediction capabilities directly through Claude's interface.
    Last updated -
    9
    55
    Python
    MIT License

  • OSV

    EdenYavin
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    The server can be utilized for secure development by listing all packages' CVEs, their affected versions and their fix versions.
    Last updated -
    3
    2
    Python
    MIT License

  • MCP Language Server

    isaacphi
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    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    Last updated -
    401
    Go
    BSD 3-Clause
    • Apple
    • Linux

  • PCM

    rand-tech
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    MCP server for reverse engineering that enables interaction with IDA Pro for analysis tasks such as decompilation, disassembly, and memory engagement reports.
    Last updated -
    24
    28
    Python
    MIT License

  • MCP Serverless Functions Example

    bridgpal
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    A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, demonstrating how to deploy and access serverless functions with customized URLs.
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  • MCP Server on Cloudflare Workers

    Pedropfuenmayor
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    A proof of concept implementation of Model Context Protocol server running on Cloudflare's edge network with bearer token authentication, allowing deployed AI models to access tools via serverless architecture.
    Last updated -
    TypeScript

  • Powerpoint MCP Server

    supercurses
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    Creates and manipulates PowerPoint presentations with capabilities for adding various slide types, generating images, and incorporating tables and charts through natural language commands.
    Last updated -
    11
    24
    Python
    MIT License
    • Apple

  • MCP Azure DevOps Server

    Vortiago
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    A Model Context Protocol server that enables AI assistants to interact with Azure DevOps services, allowing users to query work items with plans to support creating/updating items, managing pipelines, handling pull requests, and administering sprints and branch policies.
    Last updated -
    9
    50
    Python
    MIT License
    • Linux
    • Apple

  • Express MCP Server

    biilmann
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    A basic example of a serverless Model Context Protocol (MCP) server implemented using Netlify Functions with Express, enabling AI agents to interact with custom capabilities.
    Last updated -

  • Express MCP Server

    ZASRD
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    A basic example of a serverless Model Context Protocol (MCP) implementation using Netlify Functions, allowing developers to run MCP services without managing traditional server infrastructure.
    Last updated -