Skip to main content
Glama

RAG (Retrieval-Augmented Generation) system that can store papers and web pages MCP tools

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

67,354 tools. Last updated 2026-02-01 04:29
  • Extract and analyze web page content to answer specific questions using RAG (Retrieval Augmented Generation). Provide AI-generated responses based on relevant page sections for accurate insights.
    MIT
  • Delete files from the RAG system to manage storage and maintain relevant content for retrieval-augmented generation tasks.
    MIT
  • Upload files to process and index them for searchable knowledge retrieval using RAG (Retrieval-Augmented Generation) technology.
    MIT
  • Add files to a RAG system for document retrieval, supporting PDF, DOCX, TXT, MD, CSV, and JSON formats to enable semantic search and information access.
    MIT

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

Matching MCP servers

  • A
    security
    A
    license
    A
    quality
    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    Last updated 6 months ago
    21
    MIT
    • Apple
  • -
    security
    F
    license
    -
    quality
    Enables AI applications to access and contextualize organizational knowledge sources including GitHub repositories and internal documentation through standardized MCP protocol integration. Features OAuth 2.1 authentication, vector-based semantic search, and optimized context chunking for enterprise development workflows.
    Last updated 3 months ago