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.

9,504 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • -
    security
    A
    license
    -
    quality
    A specialized Model Context Protocol server that enables AI systems to generate detailed, well-structured product requirement documents through a standardized interface.
    Last updated -
    7
    25
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    Reads README files from the file system and automatically generates structured Product Requirements Documents (PRDs), saving users time on documentation tasks.
    Last updated -
    1
    5
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.
    Last updated -
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables real-time indexing and semantic search of local documents (PDF, Word, text, Markdown, RTF) using vector embeddings and local LLMs. Monitors folders for changes and provides natural language search capabilities through Claude Desktop integration.
    Last updated -
    5
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).
    Last updated -
    2
    GPL 3.0
  • -
    security
    F
    license
    -
    quality
    Provides AI tools with access to ProudNet documentation through search, page retrieval, and section listing capabilities. Enables users to query ProudNet networking library documentation using natural language.
    Last updated -
    3
    2
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    F
    license
    -
    quality
    Enables systematic document organization with PDF-to-Markdown conversion, intelligent categorization, and automated workflow management. Supports project documentation standards and provides complete end-to-end document processing pipelines.
    Last updated -
    8
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that allows Claude Desktop to perform document operations on Microsoft Word, Excel, and PDF files including creation, editing, and format conversion.
    Last updated -
    38
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables users to query documents from Google Drive using AI assistance, providing tools for searching vector databases and generating answers based on document content.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    A vector search system that enables semantic retrieval of document chunks using MongoDB Atlas Vector Search and Voyage AI embeddings, allowing users to search documents by meaning rather than just keywords.
    Last updated -
    2
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB documents, designed to work with Windsurf IDE by Codeium.
    Last updated -
    7
    MIT License
  • -
    security
    A
    license
    -
    quality
    A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.
    Last updated -
    1
    MIT License
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables reading and processing various document formats including Word, PDF, RTF, and text files. Supports extracting media elements like images and links, with features for PDF page range selection and automatic text encoding detection.
    Last updated -
    2
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that converts Markdown content to HTML format.
    Last updated -
    1
    2,635
    4
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
    Last updated -
    2
    0
  • -
    security
    A
    license
    -
    quality
    Use Tavily Search to search for news pages or images.
    Last updated -
    MIT License
  • -
    security
    F
    license
    -
    quality
    Enables interaction with the dev.to platform through its public API. Allows users to retrieve articles, user profiles, tags, comments, and perform article searches without requiring authentication.
    Last updated -
    30
  • A
    security
    A
    license
    A
    quality
    A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
    Last updated -
    3
    5
    24
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
    Last updated -
    6
    52
    MIT License
  • -
    security
    F
    license
    -
    quality
    A comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.
    Last updated -
    • Apple
  • A
    security
    A
    license
    A
    quality
    An MCP server that converts Excel and Apple Numbers files to PDF format, enabling AI assistants like Claude to perform file conversion directly through conversation.
    Last updated -
    2
    26
    2
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.
    Last updated -
    38
    2,275
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.
    Last updated -
    1
    72
    MIT License
    • Linux
  • -
    security
    A
    license
    -
    quality
    Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
    Last updated -
    32
    MIT License
    • Apple
  • 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
  • A
    security
    F
    license
    A
    quality
    Enables AI systems to perform full-text and semantic search operations over structured/unstructured data in Azure Cognitive Search, with capabilities for document indexing and management through natural language.
    Last updated -
    3
    25
    3
    • Apple
  • A
    security
    A
    license
    A
    quality
    An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.
    Last updated -
    19
    2,275
    5,299
    MIT License
    • Apple
    • Linux
  • -
    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
  • -
    security
    A
    license
    -
    quality
    A VS Code extension that integrates DuckDuckGo web search capabilities with GitHub Copilot Chat through a Model Context Protocol server.
    Last updated -
    MIT License