Skip to main content
Glama

Agentic RAG: Understanding or Exploring Its Meaning and Applications MCP tools

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

67,423 tools. Last updated 2026-02-01 10:54
  • Convert text into semantic embeddings for similarity search, clustering, and RAG applications using Saptiva AI's embedding model.
  • Convert text into semantic embedding vectors for similarity search, clustering, and RAG applications using the Saptiva Embed model.
  • Find code by meaning using semantic understanding combined with exact text matching. Search with natural language queries like 'authentication logic' or 'database queries' to locate relevant snippets with file locations and line numbers.
    MIT
  • Perform semantic searches across indexed codebases using RAG (Retrieval-Augmented Generation) to find relevant code snippets based on meaning and context.

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

Matching MCP servers