ollqdRAG SystemsSearchVector DatabasesleomarviegasAlicenseAqualityCmaintenanceEnables indexing and semantic search of codebases and documents via MCP, using Ollama embeddings and Qdrant vector store. Updated 7 months ago (2026-02-24 05:03 UTC)5Apache 2.0
Markdown RAG MCPRAG SystemsSearchmohllalAlicense-Not gradedqualityDmaintenanceProvides semantic search over markdown documentation using RAG, allowing natural language queries and integration with MCP clients. Updated a year ago (2025-10-23 22:41 UTC)1MIT
doc-mcpRAG SystemsSearchtirth1263Flicense-Not gradedqualityDmaintenanceEnables semantic search and AI-powered Q&A over ingested GitHub documentation repositories via MCP tools. Updated 3 months ago (2026-06-30 01:56 UTC)-
RAG MCP ServerRAG SystemsVector DatabasesSearchdevsinsightFlicense-Not gradedqualityDmaintenanceIndexes PDF documents into Qdrant and exposes semantic search as MCP tools, enabling RAG-based interactions with your documents. Updated 3 months ago (2026-06-29 05:23 UTC)-
Docs Query MCPRAG SystemsVector DatabasesDocumentation AccessJaxsonWangAlicense-Not gradedqualityDmaintenanceEnables semantic search and retrieval over local Markdown/MDX documentation using Node.js-based embeddings. Supports multi-language documentation with offline vector indexing and MCP tool exposure for AI assistants. Updated 9 months ago (2025-12-18 02:08 UTC)25 npm4MIT
LocalVectorDBRAG SystemsVector DatabasesyelpspoonAlicense-Not gradedqualityBmaintenanceEnables semantic search and knowledge management for local LLM clients through MCP, using locally embedded vectors stored in Qdrant. Updated 7 days ago (2026-09-21 17:21 UTC)MIT