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
yoloshii/ClawMemConnectors
On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.
210
i-dot-ai/
lex
i-dot-ai/lexConnectors
UK legal API for AI agents and researchers.
69
infinri/
Writ
infinri/WritHarnesses
Governance runtime for Claude Code. Enforces workflow gates at tool time, delivers the engineering rules relevant to the work, and preserves decision provenance across sessions.
197
sparkplug604/
praxis
sparkplug604/praxisFrameworks & SDKs
Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.
56
qdrant/
skills
qdrant/skillsSkills
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
231
zilliztech/memsearchPlugins
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
2.6k
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
flupkede/
codesearch
flupkede/codesearchConnectors
Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree-sitter AST chunking, fully offline. For OpenCode, Claude Code, Cursor, and any MCP client.
75
jztan/pdf-mcpConnectors
An MCP server that gives your AI agent agentic RAG over your PDFs, one file or a whole folder: hybrid semantic + keyword search, selective page reads, tables, images, OCR, chart data, and multi-column/CJK layouts. The agent decides when to search; pdf-mcp does the retrieval.
133