MCP servers and skills: search, filter by where they run, and compare.
Production-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 hybrid-RAG MCP server (Qdrant + BM25 via RRF), multi-step agent, offline Ollama fallback
SkillMITFew starsNo key
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
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
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
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
NOVA by Fractics — secure, multi-tenant platform for grounded Hybrid RAG, ecommerce, Shopify, Lal Kitab, and support agents.
SkillAGPL-3.0★ 1Few starsNo 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
Hybrid RAG system (Vector + Graph + BM25) as MCP server for Claude Code, with multi-PC sync, safety hooks, and custom skills
SkillMIT★ 1Few starsNo key
Local hybrid-search (BM25 + vector + reranking) MCP server — ask questions of any local codebase or document folder, fully offline
PythonMIT★ 9No key
AI SRE assistant: LangGraph ReAct agent + custom MCP server (Docker/Azure Monitor telemetry) + hybrid RAG (pgvector, BM25, RRF, cross-encoder) over runbooks & post-mortems, with guardrails and LLM eva
SkillMITFew starsNo key
An intelligent hybrid RAG platform powered by LangGraph + SGLang that seamlessly integrates knowledge retrieval with tool execution via MCP, featuring dynamic 3-way routing, quality-gate backtracking,
SkillMIT★ 4Few starsNo key
Claude agents that do QA work on a demo shop: test planning, AC refinement, API and UI tests in Playwright + TypeScript, exploratory testing, impact-based regression and a Go/No-Go report. Uses a hybr
SkillMIT★ 1Few starsNo key
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no cloud, complete privacy. Multi-agent swarm + 10 MCP tools + hybrid RAG vector DB + . Runs on one GPU (RTX 5090 recommended
SkillMIT★ 11No key
FastMcp 3.2 server plus webapp for human/agentic arxiv and doi paper search, rag and store
PythonMIT★ 4Few starsNo key
Context engineering toolkit for AI applications. Token-aware pipelines, hybrid retrieval and provider-agnostic formatting.
PythonMIT★ 4Few starsNo key
Grounded multi-agent research assistant: LangGraph, MCP, hybrid RAG, evals, Azure/Terraform
SkillMIT★ 1Few starsNo key
The #1 skill you need before building any production grade RAG
SkillMIT★ 4Few starsNo key
A hybrid RAG-based knowledge engine for VAS–IFRS comparison, delivering structured answers and accounting reasoning, with a roadmap toward GL-to-IFRS transformation for financial reporting.
SkillMIT★ 1Few starsNo key
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