lyonzin/
knowledge-rag
lyonzin/knowledge-ragConnectors
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
278
theaiautomators/
claude-code-agentic-rag-masterclass
theaiautomators/claude-code-agentic-rag-masterclassTutorials & Guides
Build an agentic RAG app from scratch by collaborating with Claude Code. 8-module course covering hybrid search, reranking, text-to-SQL, subagents, and more. React + FastAPI + Supabase.
187
stevereiner/
flexible-graphrag
stevereiner/flexible-graphragFrameworks & SDKs
Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, REST, MCP Server. Options: Langflow, CocoIndex
184
cdeust/
Cortex
cdeust/CortexConnectors
Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.
72
i-dot-ai/
lex
i-dot-ai/lexConnectors
UK legal API for AI agents and researchers.
69
shinpr/
mcp-local-rag
shinpr/mcp-local-ragConnectors
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
388