Ask questions about memory files using retrieval-augmented generation to get answers from stored content with configurable search modes.
MIT
101,371 tools. Last updated 2026-04-07 11:49
- Upload files to process and index them for searchable knowledge retrieval using RAG (Retrieval-Augmented Generation) technology.MIT
- Generate text embeddings to enable semantic search and Retrieval-Augmented Generation (RAG) applications.MIT
- Parse code files into semantic chunks like functions and classes to improve RAG retrieval accuracy for code analysis and documentation.MIT
- Delete files from the RAG system to manage storage and maintain relevant content for retrieval-augmented generation tasks.MIT
- Parse code files into semantic chunks like functions and classes to improve RAG retrieval accuracy for research and analysis.MIT
Matching MCP Servers
- AsecurityAlicense-qualityEnhances 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 8 months ago22MIT
- -securityFlicense-qualityAI modifies a function but misses 5 callers that also need updating. crag fixes this — it builds precise call graphs via static analysis, so AI knows exactly what's affected before making changes.Last updated a month ago1
Matching MCP Connectors
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
Provide your AI coding tools with token-efficient access to up-to-date technical documentation for…