MCP servers and skills: search, filter by where they run, and compare.
1–24 of 747 tools for “hybrid-rag”
Clear allProduction-grade hybrid RAG in TypeScript — vector + BM25 + reranker across 14 vector stores (Qdrant, Pinecone, Weaviate, pgvector, LanceDB & more) behind one adapter API. Benchmarked chunking, eval d
SkillMIT★ 1Few starsNo key
Local-first tiered RAG that treats cloud tokens as a budgeted resource. 3-tier routing gate, enforced governance envelopes, hash-chained audit ledger. Built for a 6GB VRAM / 16GB single-channel host.
MCPLink only★ 1Few stars
Local-first hybrid-RAG MCP server (Qdrant + BM25 via RRF), multi-step agent, offline Ollama fallback
SkillMITFew starsNo key
A hybrid retrieval and MCP server for grounded, tool-using AI agents.
MCPLink only★ 1Few stars
ChromaDB・LangChain・Claude Vision APIを組み合わせたハイブリッドRAGをMCPサーバーとしてラップし、Claude Desktopから自然言語でPDF検索を可能にするサーバー実装
MCPLink only★ 1Few stars
A generalized Retrieval-Augmented Generation (RAG) system with hybrid search capabilities that works with any documents you provide. Combines semantic (dense vector) search and keyword (sparse BM25) s
SkillMIT★ 5No key
Self-hosted RAG service exposed over MCP: hybrid retrieval (BM25 + kNN, RRF fusion) on OpenSearch, multi-provider embeddings, Python 3.11, mypy strict
MCPLink onlyFew stars
Provide answers from personal documents using RAG with FAISS, Wikipedia integration, and LLM fallback in a simple Streamlit interface.
MCPLink onlyFew stars
a rag mcp supporting for both ways of local model and api . base on https://github.com/shinpr/mcp-local-rag.
Node.jsMIT★ 1Few starsNo key
🧠 Multi-Agent Hybrid RAG — LangGraph + LangSmith + MCP + Qdrant + Gemini + Tavily. Dense+Sparse retrieval, cross-encoder reranking, self-critiquing agents. Free deployment on Streamlit Cloud
MCPLink only★ 1Few stars
Production-grade academic research assistant using Hybrid RAG, MCP, LangGraph & Qdrant — with self-correcting citation guardrails and sub-2s P99 latency.
MCPLink only★ 3Few stars
Production-grade Local Hybrid RAG MCP Server for Obsidian Vaults using SOTA BAAI/bge-m3 & Jina Reranker v2
PythonMIT★ 1Few starsNo key
A multi-agent knowledge base system built with LangGraph, Hybrid RAG, MCP, HITL and Docker Compose.
SkillMIT★ 4Few starsNo key
Modular Multi-MCP & Hybrid RAG AI framework for local & frontier models. Connect Python tools, query knowledge graphs, and inspect agent traces with a build-in inspector.
PythonMIT★ 1Few starsNo key
Hybrid (BM25+dense+RRF) and graph multi-hop retrieval with a labeled benchmark (recall@k/MRR/nDCG) and an MCP connector. Fully offline, zero API keys.
PythonMITFew starsNo key
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagr
PythonMIT★ 205No key
Build autonomous AI workflows with multi-agent orchestration, intelligent routing, hybrid RAG, knowledge graphs, MCP tools, persistent memory, and human-in-the-loop execution.
SkillMIT★ 8No key
Oauth MCP server with hybrid search RAG capability.
PythonMITFew starsNo key
On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.
SkillMIT★ 212No key
NOVA by Fractics — secure, multi-tenant platform for grounded Hybrid RAG, ecommerce, Shopify, Lal Kitab, and support agents.
SkillAGPL-3.0★ 1Few starsNo key
Self-hosted AI agent memory — MCP memory server with durable recall for agents
PythonApache-2.0★ 106No key
Personal MCP Assistant: Groq-powered ReAct agent over calendar, notes and scanned images via the Model Context Protocol. Hybrid RAG (pgvector + tsvector + RRF), CNN/OCR vision worker, Next.js UI with
SkillMIT★ 3Few starsNo key
Local-first memory, hybrid RAG, and agent personalization for AI coding agents. MCP + CLI for OpenCode, Codex, Claude Code, Gemini CLI, and Antigravity.
Node.jsMIT★ 2Few starsNo key
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