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:

  • MedAdapt Content Server

    ryoureddy
    -
    security
    A
    license
    -
    quality
    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 -
    5
    MIT License
    • Apple

  • content-core

    lfnovo
    A
    security
    A
    license
    A
    quality
    Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
    Last updated -
    1
    59
    MIT License
    • Apple

  • Yes or No MCP

    a-polishchuk
    A
    security
    F
    license
    A
    quality
    A simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.
    Last updated -
    1
    0

  • Content Creation MCP Server

    preangelleo
    -
    security
    A
    license
    -
    quality
    Enables AI-powered Ghost CMS blog management through Claude Desktop with content generation, image creation, and complete post management. Integrates Google Gemini for content generation and Flux/Imagen for feature images with GitHub OAuth authentication.
    Last updated -
    1
    MIT License

  • Content Manager MCP Server

    Talljack
    -
    security
    F
    license
    -
    quality
    Enables comprehensive content management through Markdown processing, HTML rendering, intelligent fuzzy search, and document analysis. Supports frontmatter parsing, tag-based filtering, table of contents generation, and directory statistics for efficient content organization and discovery.
    Last updated -

  • Project Content Server

    MaheshDoiphode
    A
    security
    A
    license
    A
    quality
    An MCP server that provides access to project files and their contents, allowing users to retrieve file data from specified project directories with error handling and configuration options.
    Last updated -
    1
    6
    MIT License

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • 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

  • 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

  • YouTube Content Management MCP Server

    NastyRunner13
    -
    security
    A
    license
    -
    quality
    Enables AI assistants to search YouTube for videos, channels, and playlists while retrieving detailed analytics and metrics through the YouTube Data API v3. Supports advanced filtering options and provides comprehensive statistics for content discovery and analysis.
    Last updated -
    1
    MIT License
    • Apple

  • Baidu Cloud AI Content Safety MCP Server

    liangjunyu2010
    A
    security
    A
    license
    A
    quality
    A server that provides access to Baidu Cloud's content moderation capabilities for detecting unsafe content, allowing applications like Cursor to check text for security risks.
    Last updated -
    1
    2
    Apache 2.0

  • 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

  • Google OR-Tools server

    Jacck
    -
    security
    A
    license
    -
    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    Last updated -
    14
    MIT License
    • Apple

  • 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

  • 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

  • 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

  • Web Content MCP Server

    amotivv
    A
    security
    A
    license
    A
    quality
    A server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.
    Last updated -
    4
    7
    MIT License
    • Apple

  • Reddit Content API

    tymcftw
    -
    security
    A
    license
    -
    quality
    MCP server that enables interaction with Reddit, allowing users to read trending posts, analyze discussions, create posts, add comments, and vote on content through Claude and Cursor.
    Last updated -
    MIT License
    • 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

  • A VMware ESXi/vCenter management server

    bright8192
    -
    security
    A
    license
    -
    quality
    A VMware ESXi/vCenter management server based on MCP (Machine Control Protocol), providing simple REST API interfaces for virtual machine management.
    Last updated -
    36
    MIT License

  • Prompt-Optimizer-MCP-for-LLMs

    Mahad-007
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.
    Last updated -
    MIT License

  • Video Content Summarization MCP Server

    fakad
    -
    security
    A
    license
    -
    quality
    Extracts content from multiple video platforms (Douyin, Bilibili, Xiaohongshu, Zhihu) and generates intelligent knowledge graphs with OCR text recognition capabilities.
    Last updated -
    1
    MIT License
    • Apple

  • Two Truths and a Twist

    ErgodicLabs
    -
    security
    A
    license
    -
    quality
    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 -
    5
    MIT License
    • Apple
    • Linux

  • MCP Server for NovaCV

    HireTechUpUp
    A
    security
    F
    license
    A
    quality
    A Model Context Protocol server for accessing NovaCV resume services API, enabling users to generate PDF resumes, analyze resume content, convert resume text to JSON format, and get available resume templates.
    Last updated -
    4
    24
    3

  • 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

  • MCP Server for Replicate

    tzafrir
    -
    security
    A
    license
    -
    quality
    A FastMCP server implementation that provides a standardized interface for accessing AI models hosted on Replicate's API, currently supporting image generation with customizable parameters.
    Last updated -
    3
    MIT License