MCP servers and skills: search, filter by where they run, and compare.
Next-Generation Multi-Agent Collaboration Platform and Workflow Engine. Build and orchestrate production-ready AI agent teams with sandboxed execution, hybrid RAG, and enterprise-grade security.
SkillGPL-3.0★ 19No key
A2A Matrix：面向开发者的开源多智能体协作系统 | Open-source multi-agent orchestration with intent routing, MCP, hybrid RAG, memory & observability.
SkillMIT★ 1Few starsNo key
The retrieval stack matters — but ragweld’s differentiator is the engineering surface area around it: benchmarking, evaluation, diagnosis, and operations. It’s built for senior engineers who need answ
SkillGPL-3.0★ 5No key
A cache for your mind - AI chat grounded in what you actually know
SkillMITFew starsNo key
Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch DBs. 14 data sources, 10 auto sync: Alfresco, Nuxeo, etc. KG auto-building, Ontologies, LLMs, Docling, Ll
SkillApache-2.0★ 194No key
Open-core, self-hosted AI workspace: chat, documents, and RAG that run on your own infrastructure, with any model, local or cloud. Private AI you own.
SkillApache-2.0★ 6No key
Semantic search, analytics, and AI chat for reddit-stash markdown archives
PythonMIT★ 5No key
Self-hosted RAG service with an HTTP API. Add retrieval-augmented search and chat to any existing application.
PythonMIT★ 2Few starsNo key
Team chat platform with a document-grounded RAG assistant: hybrid retrieval, cross-encoder reranking, and cited answers. Graduation project.
SkillMIT★ 2Few starsNo key
Local RAG archive of your calls: faster-whisper transcription, pyannote diarization, entity graph and tasks, hybrid vector search with an "ask the archive" chat, live call co-pilot, Telegram and docum
SkillMIT★ 2Few starsNo key
Hybrid semantic+keyword code search, RAG chat, and a 17-tool MCP server for Delphi/Pascal and ~45 other languages
SkillApache-2.0★ 2Few starsNo key
LangGraph multi-agent paper summarization: Supervisor / Retriever / Writer / Reflector graph with a Reflexion self-review loop (pass rate 44% → 78%), BM25 + vector hybrid retrieval, capabilities expos
SkillMIT★ 1Few starsNo key
Kuroshin OS - fully-local $0-cloud autonomous AI assistant (30B model on 8GB VRAM, MCP-orchestrated)
SkillMITFew starsNo key
W Agent: your WhatsApp, with a brain. Self-hosted WhatsApp ↔ AI agent with searchable context, approval outbox, and MCP.
SkillMIT★ 1Few starsNo key
v2: Hybrid (BM25+vector) legal RAG over a 145-matter law firm archive with OCR'd scans readable in-chat — Gemini Embedding 2, LanceDB, Cloud Run, MCP, queryable from Claude.ai with cited source links.
SkillMITFew starsNo key
A RAG system with hybrid retrieval (semantic + lexical + graph), local LLM inference via Ollama, real-time chat interface, and WebSocket streaming. Built with LangChain, LangGraph, FastAPI, and React.
MCPLink only★ 1Few stars
Local-first semantic file explorer for Windows. Hybrid search (vectors + BM25 + reranking), an agentic AI chat that proposes file operations you approve, and the AI models of your choice — nothing lea
MCPLink only★ 2Few stars
The MCP-RAG project is an AI agent framework based on the Multi-Context Protocol that connects various data sources (MySQL, documents, RAG search) with LLMs. It supports HTTP API, SSE chat, an MCP rou
GoApache-2.0★ 9No key
Curated collection of LLM apps built with RAG, AI Agents, Multi-agent Teams, MCP, Voice Agents and more
SkillApache-2.0★ 2Few starsNo key
Who stands behind it
