Skip to main content
Glama

Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

X
6,854 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Learning Hour MCP

    SDiamante13
    A
    security
    A
    license
    A
    quality
    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

  • MCP-Hyperskillofficial

    hyperskill
    -
    security
    F
    license
    -
    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

  • Code Research MCP Server

    nahmanmate
    A
    security
    A
    license
    A
    quality
    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    Last updated -
    6
    25
    JavaScript
    AGPL 3.0
    • Apple

  • Documentation Search MCP Server

    anton-prosterity
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
    Last updated -
    18
    4
    Python
    MIT License
    • Apple

  • Tribal Knowledge Service

    agentience
    A
    security
    A
    license
    A
    quality
    An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.
    Last updated -
    6
    2
    Python
    MIT License
    • Apple

  • React Learning MCP Server

    kenta-ja8
    -
    security
    F
    license
    -
    quality
    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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • mcp-simple-arxiv

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

  • Onyx Documentation MCP Server

    elias-michaias
    -
    security
    F
    license
    -
    quality
    Provides AI systems with access to Onyx programming language documentation through web crawling and intelligent search capabilities.
    Last updated -
    JavaScript

  • Search Intent MCP

    captainChaozi
    A
    security
    F
    license
    A
    quality
    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

  • Zilliqa MCP Server

    Lama1403
    -
    security
    -
    license
    -
    quality
    Provides access to Zilliqa blockchain documentation and API examples through search capabilities and examples in multiple programming languages.
    Last updated -
    JavaScript
    • Apple
    • Linux

  • AiDD MCP Server

    skydeckai
    A
    security
    A
    license
    A
    quality
    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
    Last updated -
    29
    64
    Python
    Apache 2.0
    • Apple
    • Linux

  • @chargebee/mcpofficial

    chargebee
    A
    security
    A
    license
    A
    quality
    MCP Server that connects AI agents to Chargebee Platform.
    Last updated -
    2
    859
    11
    TypeScript
    MIT License
    • Linux
    • Apple

  • Argus

    athapong
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol tool for analyzing code repositories, performing security scans, and assessing code quality across multiple programming languages.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux

  • Mem0 MCP Serverofficial

    mem0ai
    -
    security
    F
    license
    -
    quality
    An MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.
    Last updated -
    222
    Python

  • Doxygen MCP Server

    Positronikal
    -
    security
    A
    license
    -
    quality
    A comprehensive server that enables AI assistants to generate, configure, and manage Doxygen documentation for various programming languages through a clean interface.
    Last updated -
    Python
    GPL 3.0

  • DocsFetcher MCP Server

    cdugo
    A
    security
    A
    license
    A
    quality
    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    Last updated -
    4
    5
    10
    JavaScript
    MIT License
    • Apple
    • Linux

  • Zephyr MCP Server

    hakehuang
    -
    security
    A
    license
    -
    quality
    A lightweight server that simplifies building and flashing Zephyr RTOS projects through a REST API, allowing remote control of the microcontroller programming workflow.
    Last updated -
    Python
    Apache 2.0

  • DependencyMCP Server

    mkearl
    -
    security
    F
    license
    -
    quality
    Analyzes codebases to generate dependency graphs and architectural insights across multiple programming languages, helping developers understand code structure and validate against architectural rules.
    Last updated -
    5
    JavaScript

  • Claude Jester MCP

    mstanton
    -
    security
    F
    license
    -
    quality
    Transforms Claude from a code generator into a programming partner capable of testing, debugging, and optimizing code automatically through a secure execution environment.
    Last updated -
    Python

  • Mistral Codestral MCP Server

    bsmi021
    -
    security
    F
    license
    -
    quality
    Provides code completion, bug fixing, and test generation for multiple programming languages, integrating with the Mistral Codestral API to enhance code development processes.
    Last updated -
    2
    TypeScript

  • MCP Source Relation Server

    owayo
    A
    security
    A
    license
    A
    quality
    Analyzes source code dependencies across multiple programming languages in the specified directory to identify file relationships, assisting in dependency management and project structure understanding.
    Last updated -
    1
    Python
    MIT License

  • MCP OI-Wiki

    ShwStone
    A
    security
    F
    license
    A
    quality
    Enhances large language models with competitive programming knowledge by leveraging OI-Wiki content through vector search, allowing models to retrieve relevant algorithms and techniques.
    Last updated -
    1
    36
    Python

  • Code Explainer MCP

    BillDuke13
    -
    security
    A
    license
    -
    quality
    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
    Last updated -
    2
    TypeScript
    Apache 2.0

  • FastMCP Dummy Server

    WaiYanNyeinNaing
    -
    security
    F
    license
    -
    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

  • Code Snippet Server

    ngeojiajun
    A
    security
    A
    license
    A
    quality
    A MCP server for managing and storing code snippets in various programming languages, allowing users to create, list, and delete snippets via a standardized interface.
    Last updated -
    3
    4
    JavaScript
    MIT License

  • Perplexity MCP Server

    sengokudaikon
    -
    security
    A
    license
    -
    quality
    Provides access to Perplexity AI models through two tools: ask\_perplexity for expert programming assistance and chat\_perplexity for maintaining ongoing conversations with context preservation.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple

  • MCP Server

    cabrit0
    -
    security
    F
    license
    -
    quality
    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

  • MCP-MultilspyLSP

    asimihsan
    -
    security
    F
    license
    -
    quality
    An MCP server that enables language models to access code intelligence features like completions, definitions, and references across multiple programming languages through the Language Server Protocol.
    Last updated -
    Python

  • Vibe Check MCP

    PV-Bhat
    A
    security
    A
    license
    A
    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

  • Code Reasoning MCP Server

    mettamatt
    A
    security
    A
    license
    A
    quality
    An enhanced sequential thinking tool optimized for programming tasks that helps break down complex coding problems into structured, self-auditing thought steps with branching and revision capabilities.
    Last updated -
    1
    144
    159
    TypeScript
    MIT License
    • Apple

  • MCP Review Server

    jonels-msft
    -
    security
    F
    license
    -
    quality
    A specialized code review service that provides 36+ critics for different programming aspects and 3 fixing strategies to automatically address identified issues in a two-step workflow.
    Last updated -
    JavaScript