“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 RAG engine with MCP server for AI agent integration.

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

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

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).

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

Rag Knowledge Graph MCP Server by MEOK AI Labs

Crawl any documentation site and return heading-bounded, LLM-ready chunks with source metadata.

Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.

Grok FAF

faf.one

Persistent project context for xAI Grok.

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

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

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.

Turn any web page into clean Markdown, text or token-bounded RAG chunks (via RapidAPI).

Generate QA datasets & evaluate RAG systems with failure diagnosis.

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