“RAG”

MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.

Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks.

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

Easy-to-setup local RAG server with minimal configuration

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Rag Knowledge MCP Server by MEOK AI Labs

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API).

Rag Knowledge Graph MCP Server by MEOK AI Labs

Local-first MCP tools for searching and drafting from your X/Twitter archive.

Semantic boundary preserving text chunker maintaining markdown headers, code fences, and paragraphs

Grok FAF

faf.one

Persistent project context for xAI Grok.

Ingest, manage, and retrieve documents for RAG-powered AI applications

Local web search with multi-engine deep research and on-device re-ranking.

Cross-session memory and hybrid RAG over your notes and docs.

Local multi-client RAG server.

Local-first RAG MCP server: hybrid search over a folder of your own documents

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

Guaardvark

guaardvark

Local AI studio on your GPU: images, video, music, voice, RAG.

Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.

Scans RAG content/scraped pages for indirect prompt injection