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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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6,854 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Learning Hour MCP

    SDiamante13
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    An MCP server that generates comprehensive Learning Hour content for Technical Coaches, enabling teams to practice technical excellence through structured deliberate practice sessions.
    Last updated -
    5
    35
    5
    TypeScript
    MIT License

  • React Learning MCP Server

    kenta-ja8
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    A minimal MCP server that enables searching through pre-scraped React documentation using a hybrid approach combining DuckDB full-text search and transformer-based reranking.
    Last updated -
    Python

  • mcp-simple-arxiv

    andybrandt
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    security
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    An MCP server that provides access to arXiv papers through their API.
    Last updated -
    4
    123
    Python
    MIT License
    • Apple

  • Search Intent MCP

    captainChaozi
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    An MCP-based service that analyzes user search keywords to determine their intent, providing classifications, reasoning, references, and search suggestions to support SEO analysis.
    Last updated -
    1
    106
    JavaScript

  • FastMCP Dummy Server

    WaiYanNyeinNaing
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    security
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    quality
    A minimal example server implementing the Model Context Protocol, providing addition and multiplication tools for learning and experimentation with MCP clients.
    Last updated -
    Python

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  • MCP Server

    cabrit0
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    security
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    A server that generates Master Content Plans (MCPs) by aggregating web resources and organizing them into structured learning paths for any topic.
    Last updated -
    Python
    • Linux

  • Vibe Check MCP

    PV-Bhat
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    security
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    quality
    A metacognitive pattern interrupt system that helps prevent AI assistants from overcomplicated reasoning paths by providing external validation, simplification guidance, and learning mechanisms.
    Last updated -
    3
    16
    92
    TypeScript
    MIT License
    • Apple

  • MCP-Hyperskillofficial

    hyperskill
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    security
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    quality
    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 -
    Python

  • ToolFront MCP Server

    kruskal-labs
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    security
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    Securely connects AI agents to multiple databases simultaneously while enabling collaborative learning from team query patterns, all while keeping data private by running locally.
    Last updated -
    263
    Python
    MIT License

  • Letter Counter MCP Server

    scaryrawr
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    An MCP server that enables LLMs to count occurrences of specific letters within words, created as a learning example for the Model Context Protocol.
    Last updated -
    TypeScript

  • MCP - Titan Memory Server

    jasonkneen
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    Enables neural memory sequence learning with a memory-augmented model for improved code understanding and generation, featuring state management, novelty detection, and model persistence.
    Last updated -
    0
    2
    TypeScript

  • MCP Agent Server

    LeadBroaf
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    An open-source "brain" for AI employees that enables users to create, manage, and improve persistent AI agents with their own memory and learning capabilities.
    Last updated -
    1
    TypeScript

  • Canvas MCP Server V2.0

    DMontgomery40
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    A Model Context Protocol server that enables interaction with the Canvas Learning Management System API, allowing users to manage courses, assignments, enrollments, and grades within Canvas.
    Last updated -
    54
    111
    26
    JavaScript

  • Practera MCP Server

    intersective
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    An integration server that allows AI models to query Practera's GraphQL API for learning data, enabling LLMs to analyze and manipulate educational projects and assessments.
    Last updated -
    TypeScript
    MIT License

  • MCP Weather Server

    FacuPVe
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    A demonstration MCP server created for learning purposes, allowing Claude AI to interact with local files and a Postgres database while implementing a custom Model Context Protocol.
    Last updated -
    5
    TypeScript

  • TrainerML

    daniel-was-taken
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    security
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    Advanced machine learning platform with MCP integration that enables automated ML workflows from data analysis to model deployment, featuring smart preprocessing, 15+ ML algorithms, and interactive visualizations.
    Last updated -
    Python

  • MLflow MCP Server

    iRahulPandey
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    A natural language interface for MLflow that allows users to query and manage their machine learning experiments and models using plain English through the Model Context Protocol.
    Last updated -
    7
    Python
    • Linux
    • Apple

  • DeepSeek-Claude MCP Server

    HarshJ23
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    Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine for intricate multi-step reasoning tasks with precision and efficiency.
    Last updated -
    1
    35
    Python
    MIT License
    • Apple

  • Docs Fetch MCP Server

    wolfyy970
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    Enables LLMs to autonomously retrieve and explore web content by fetching pages and recursively following links to a specified depth, particularly useful for learning about topics from documentation.
    Last updated -
    TypeScript
    MIT License

  • Canvas MCP Server

    vishalsachdev
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    A local server that enables interaction with Canvas Learning Management System API through Claude Desktop, allowing users to manage courses, access assignments, view announcements, and retrieve course materials.
    Last updated -
    3
    Python
    MIT License
    • Apple

  • MCP Codebase Insight

    tosin2013
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    security
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    A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.
    Last updated -
    4
    Python

  • MCP Serve

    mark-oori
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    security
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    A server tool for running Deep Learning models that offers Shell execution, Ngrok connectivity, and Docker container hosting with support for multiple AI frameworks including Anthropic, Gemini, and OpenAI.
    Last updated -
    2
    Python
    MIT License

  • IMAP MCP Server

    non-dirty
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    A Model Context Protocol server that enables AI assistants to access and manage email through IMAP, supporting browsing, searching, reading, and organizing emails while learning user preferences over time.
    Last updated -
    2
    Python
    • Linux
    • Apple

  • MCP Learning Demo

    lkannan
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    A hands-on demonstration project that teaches the Model Context Protocol (MCP) through Python code, allowing users to understand how AI models interact with their context through a provider-agent architecture.
    Last updated -
    Python

  • MCP Titan

    henryhawke
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    security
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    This advanced memory server facilitates neural memory-based sequence learning and prediction, enhancing code generation and understanding through state maintenance and manifold optimization as inspired by Google Research's framework.
    Last updated -
    34
    59
    TypeScript
    MIT License
    • Apple
    • Linux

  • MCP AI Monitor

    MedusaSH
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    An advanced system monitoring solution that uses unsupervised machine learning algorithms to detect abnormal resource usage patterns in real-time, with features including anomaly detection, process analysis, and Discord integration.
    Last updated -
    Python

  • DeepSeek MCP Server

    moyu6027
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    A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.
    Last updated -
    1
    Python
    MIT License
    • Apple

  • MedAdapt Content Server

    ryoureddy
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    A specialized Model Context Protocol server that enhances AI-assisted medical learning by connecting Claude Desktop to PubMed, NCBI Bookshelf, and user documents for searching, retrieving, and analyzing medical education content.
    Last updated -
    Python
    MIT License
    • Apple

  • FogBugz MCP Server

    akari2600
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    A Model Context Protocol server that enables Language Learning Models to interact with FogBugz, allowing operations like creating and updating issues, assigning cases, listing open cases, and searching through natural language.
    Last updated -
    TypeScript

  • Japanese Vocab Anki MCP Server

    vionwinnie
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    security
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    A Model Context Protocol server that enables language models to interact with Anki flashcard decks programmatically, with specialized features for Japanese language learning including vocabulary import, sample sentence generation, and spaced repetition review.
    Last updated -
    Python
    MIT License

  • IMCP - Insecure Model Context Protocol

    nav33n25
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    IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about real
    Last updated -
    2
    JavaScript