MCP servers and skills: search, filter by where they run, and compare.
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
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
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
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
Production-oriented LangGraph customer-service agent with hybrid RAG, durable async execution, HITL governance, MCP tools, observability, and reproducible evaluation.
SkillApache-2.0★ 3Few starsNo key
Sovereign Google Workspace Hub & MCP Server for AI Agents — Cloud-synced agent.md steering, hybrid Vector + SQLite FTS5 BM25 Drive RAG, page-faithful PDF parsing, and Google Docs, Calendar & Gmail RES
Node.jsMITFew starsNo key
Agnostic, sovereign local AI tutor for technical books (Hybrid RAG + Agentic Loop + MCP Server + GraphRAG)
MCPLink only★ 1Few stars
Node.jsMITFew starsNo key
A runnable reference implementation of a data architecture for AI agents: hybrid search, RAG, MCP and human-approved writes, on one laptop.
PythonApache-2.0★ 3Few starsNo key
QuantCouncil: A-share multi-agent research and paper-trading platform (LangGraph, MCP, RAG, FastAPI, React)
PythonApache-2.0★ 7No key
Portfolio-safe MCP and RAG workspace for synthetic manufacturing operations.
SkillMIT★ 1Few starsNo key
Self-hosted persistent long-term memory for Claude Code and MCP clients. One memory for every session and machine: hybrid BM25 + local vector + knowledge-graph search over plain Markdown, with auto-re
PythonMIT★ 2Few starsNo key
MCP server for Qdrant: manage Qdrant Cloud (clusters, backups, keys) and your data (collections, hybrid search, text memory) from Claude Code, Codex, Cursor or any MCP client.
PythonMIT★ 1Few starsNo key
Local, private "where did I write that?" search for your notes, built for coding agents: BM25 + local Ollama embeddings, MCP server, disk-verified results.
PythonMIT★ 1Few starsNo key
Local, private long-term memory for Claude Code: markdown notes, hybrid FTS5 + vector search over MCP, decision records, lessons and a measured retrieval eval.
PythonMIT★ 1Few starsNo key
A local, code-aware RAG engine for Claude Code and Cursor with exact line citations.
PythonMIT★ 1Few starsNo key
Agentic hybrid multimodal AI assistant: local SLM triage, Groq + LangGraph + MCP, GraphRAG (Qdrant + Neo4j), custom PyTorch/ONNX CNN, voice, 6 Docker services.
SkillMIT★ 3Few starsNo key
MCP server that turns an Obsidian vault into live, private context for Claude and any MCP client
Node.jsMIT★ 1Few starsNo key
Lightweight self-hosted RAG knowledge base: Spring Boot 4 + Spring AI, SQLite/FTS5, hybrid retrieval with RRF, cited answers, MCP server
Hosted by authorMITFew starsNo key
Full-stack agentic RAG on Elasticsearch: four retrieval modes behind a read-only MCP server, a decision layer, a CRAG loop and a Pi agent with checked citations, all on local Ollama. 全端 Agentic RAG：決策
SkillMIT★ 2Few starsNo key
Production-grade AI Agent reference for any coding agent (Claude Code / Cursor / Copilot / Codex). 24 reference nodes: ReAct Loop, MCP, RAG, Multi-Agent, Memory, Guardrails. Includes build-vs-buy deci
SkillMIT★ 1Few starsNo key
Agent skill that turns typed JSON into Azure architecture diagrams with official icons, cost estimates and a Well-Architected review. Outputs HTML, SVG, PNG and draw.io. Install: npx skills add akasht
SkillMITFew starsNo key
A code context MCP server backed by Oracle AI Database 26ai: indexes codebases, hybrid search, call graph, module wiki and agent memory for AI coding tools.
PythonMITFew starsNo key
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