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.

8,217 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that allows AI assistants to discover, load, and process local documents on Windows systems, with support for multiple file formats and OCR capabilities for scanned PDFs.
    Last updated -
    Python
  • -
    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 -
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Multi-Agent Conversation Protocol Server that provides access to Google's Local Services API, enabling interaction with local service businesses information through natural language commands.
    Last updated -
    Python
  • A
    security
    A
    license
    A
    quality
    Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
    Last updated -
    21
    261
    TypeScript
    MIT License
    • Apple
    • Linux
  • -
    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
    Python
    GPL 3.0
  • -
    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 -
    34
    Python
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    A
    license
    A
    quality
    Connects to Kakao Local API and Kakao Maps, enabling access to location-based services and map functionality in Korea.
    Last updated -
    4
    Python
    MIT License
  • -
    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 -
    TypeScript
  • A
    security
    F
    license
    A
    quality
    Create sandboxed local development environments directly from Github and execute tests, see coverage and more! Supports Python, Node, Bun and many test runners.
    Last updated -
    4
    26
    Python
  • -
    security
    A
    license
    -
    quality
    Enables performing local web searches and extracting structured content from web pages using the Model Context Protocol, featuring customizable result limits and domain filtering.
    Last updated -
    8
    JavaScript
    MIT License
  • -
    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
    Python
  • A
    security
    A
    license
    A
    quality
    A bridge server that allows LLM tools to interact with an Obsidian vault through a local REST API, enabling file operations, note management, and metadata access through natural language.
    Last updated -
    13
    2
    1
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that allows AI models to safely access and interact with local file systems, enabling reading file contents, listing directories, and retrieving file metadata.
    Last updated -
    6
    9
    JavaScript
    MIT License
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol (MCP) server that enables AI applications to access and analyze local code repositories without manual uploads, providing file listing, content reading, code searching, and project structure analysis capabilities.
    Last updated -
    7
    TypeScript
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides persistent local memory functionality for AI assistants, enabling them to store, retrieve, and search contextual information across conversations with SQLite-based full-text search. All data stays private on your machine while dramatically improving context retention and personalized assistance.
    Last updated -
    3
    TypeScript
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Provides comprehensive document processing, including reading, converting, and manipulating various document formats with advanced text and HTML processing capabilities.
    Last updated -
    16
    41
    14
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A documentation server based on MCP protocol designed for various development frameworks that provides multi-threaded document crawling, local document loading, keyword searching, and document detail retrieval.
    Last updated -
    2
    51
    JavaScript
    MIT License
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A local document processing server that can index various document formats (PDF, DOCX, TXT, HTML) and answer questions based on their content using the Model Context Protocol.
    Last updated -
    8
    TypeScript
  • 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
    JavaScript
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    A local development server that provides an interface for managing and accessing markdown documents using the Model Context Protocol (MCP).
    Last updated -
    2
    JavaScript
  • -
    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
    Python
    MIT License
  • 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
    Python
    Apache 2.0
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.
    Last updated -
    1
    31
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    "primitive" RAG-like web search model context protocol server that runs locally. ✨ no APIs ✨
    Last updated -
    69
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.
    Last updated -
    3
    Python
    MIT License
    • Linux
    • Apple
  • -
    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 -
    4
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    Provides quick access to local system utilities including time/date, hostname, public IP, directory listings, Node.js version, and port usage through an MCP server interface compatible with Cursor and other MCP clients.
    Last updated -
    10
    2
    JavaScript
    MIT License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A Python-based local indexing server that creates semantic search capabilities for codebases using ChromaDB, allowing Cursor IDE to perform vector searches on your code without sending data to external services.
    Last updated -
    22
    Python
  • -
    security
    A
    license
    -
    quality
    A TypeScript-based document processing server that supports various document formats (.docx, .pdf, .xlsx) and integrates with Model Context Protocol SDK for efficient document context management.
    Last updated -
    687
    1
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server providing vector database capabilities through Chroma, enabling semantic document search, metadata filtering, and document management with persistent storage.
    Last updated -
    6
    36
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI assistants like Claude to interact with Outline document services, supporting document searching, reading, creation, editing, and comment management.
    Last updated -
    25
    30
    Python
    MIT License
  • A
    security
    F
    license
    A
    quality
    Enables AI systems to analyze documents and extract form data through Azure Form Recognizer/Document Intelligence, supporting various document types including receipts, invoices, and ID documents.
    Last updated -
    2
    610
    2
    TypeScript
    • Apple