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
9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • MCP Server for Deep Research

    reading-plus-ai
    A
    security
    A
    license
    A
    quality
    A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.
    Last updated -
    173
    MIT License
    • Apple

  • In Memoria

    pi22by7
    -
    security
    A
    license
    -
    quality
    Persistent memory and pattern learning for AI coding assistants via MCP.
    Last updated -
    341
    62
    MIT License
    • Apple
    • Linux

  • Scholarly Research MCP Server

    aringadre76
    -
    security
    F
    license
    -
    quality
    Enables comprehensive academic research by searching and analyzing papers from PubMed, Google Scholar, ArXiv, and JSTOR. Provides full-text access, citation management, and research organization through five powerful consolidated tools.
    Last updated -
    18
    • Apple
    • Linux

  • Research MCP Server

    h-yanagawa
    A
    security
    A
    license
    A
    quality
    The server functions as an MCP server to interact with Notion for retrieving and creating survey data, integrating with the Claude Desktop Client for conducting and reviewing surveys.
    Last updated -
    1
    Apache 2.0

  • Roam Research

    2b3pro
    A
    security
    A
    license
    A
    quality
    Provides comprehensive access to Roam Research's API functionality. This server enables AI assistants like Claude to interact with your Roam Research graph through a standardized interface.
    Last updated -
    12
    63
    MIT License
    • Apple

  • A Share MCP

    24mlight
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • All-in-One Dev

    nguyenvanduocit
    -
    security
    F
    license
    -
    quality
    All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...
    Last updated -
    87

  • Web3 Research MCP

    aaronjmars
    A
    security
    A
    license
    A
    quality
    Deep Research for crypto - free & fully local 🧠
    Last updated -
    9
    50
    142
    Apache 2.0
    • Apple

  • A-Share MCP Server

    24mlight
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.
    Last updated -
    27
    424
    MIT License

  • Deep Research MCP

    ali-kh7
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
    Last updated -
    1
    49
    10
    MIT License

  • Brave Deep Research MCP

    suthio
    -
    security
    F
    license
    -
    quality
    An MCP server that enhances Brave Search results by using Puppeteer to extract full webpage content and explore linked pages, enabling AI assistants to perform comprehensive web research with configurable depth.
    Last updated -
    10
    3

  • Google Research MCP

    mixelpixx
    -
    security
    A
    license
    -
    quality
    Model Context Protocol (MCP) server that provides AI assistants with advanced web research capabilities, including Google search integration, intelligent content extraction, and multi-source synthesis.
    Last updated -
    11
    4
    MIT License

  • Roam Research MCP Server

    mickm3n
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that enables Claude Desktop to read from and write to Roam Research graphs, allowing for retrieving page content, finding references, and adding blocks to existing or daily pages.
    Last updated -
    4
    1
    • Apple

  • Deep Research MCP Server

    Ozamatash
    -
    security
    A
    license
    -
    quality
    Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.
    Last updated -
    4
    273
    MIT License

  • Research Tracker MCP Server

    vupatel08
    -
    security
    F
    license
    -
    quality
    Enables discovery and analysis of research ecosystems by extracting metadata from paper URLs, GitHub repositories, and research names. Automatically finds related papers, code repositories, models, datasets, and authors across platforms like arXiv, HuggingFace, and GitHub.
    Last updated -

  • Deep Research MCP Server

    pinkpixel-dev
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that performs comprehensive web research by combining Tavily Search and Crawl APIs to gather extensive information and provide structured JSON output tailored for LLMs to create detailed markdown documents.
    Last updated -
    49
    21
    MIT License

  • 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
    39
    AGPL 3.0
    • Apple

  • Perplexity Deep Research MCP

    arjunkmrm
    A
    security
    F
    license
    A
    quality
    A server that allows AI assistants to perform web searches using Perplexity's sonar-deep-research model with citation support.
    Last updated -
    1
    8

  • Deep Research MCP Server

    Hajime-Y
    -
    security
    A
    license
    -
    quality
    An agent-based tool that provides web search and advanced research capabilities including document analysis, image description, and YouTube transcript retrieval.
    Last updated -
    12
    Apache 2.0
    • Linux
    • Apple

  • Octagon Deep Research MCPofficial

    OctagonAI
    -
    security
    A
    license
    -
    quality
    Provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents, offering unlimited queries with no rate limits and faster performance than comparable services.
    Last updated -
    98
    56
    MIT License
    • Apple

  • Research Agent MCP

    myeong-ga
    -
    security
    F
    license
    -
    quality
    A multi-model research agent platform supporting Claude, Gemini, and OpenAI models with web search capabilities, thinking-enabled features, and citation support for advanced research workflows.
    Last updated -
    6

  • MCP Research Server

    khushiiagrawal
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that provides tools for searching arXiv papers and managing research paper information with local storage capabilities.
    Last updated -
    • Apple
    • Linux

  • MCP Server For Local

    Dreamboat-Rachel
    A
    security
    A
    license
    A
    quality
    A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.
    Last updated -
    1
    13
    Apache 2.0
    • Linux
    • Apple

  • MCP Server for Intercom

    raoulbia-ai
    A
    security
    A
    license
    A
    quality
    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    Last updated -
    4
    7
    Apache 2.0
    • Linux

  • MCP Server for Splunk

    deslicer
    -
    security
    A
    license
    -
    quality
    Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.
    Last updated -
    12
    Apache 2.0
    • Apple
    • Linux

  • claude-debugs-for-you

    jasonjmcghee
    -
    security
    A
    license
    -
    quality
    Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
    Last updated -
    427
    MIT License
    • Apple

  • PsMCP - MCP Server for Photoshop

    Chandrahas455
    -
    security
    A
    license
    -
    quality
    A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
    Last updated -
    9
    MIT License

  • MCP Server for Google Search

    mcp-for-dev
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    7
    1
    • Apple

  • mem0 MCP Server for Project Management

    KunihiroS
    -
    security
    F
    license
    -
    quality
    A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.
    Last updated -
    6

  • Langflow Document Q&A Server

    GongRzhe
    A
    security
    A
    license
    A
    quality
    Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
    Last updated -
    1
    14
    MIT License
    • Apple