mcp-local-rag and mcp-rag-server

mcp-local-rag
49
Emerging
mcp-rag-server
37
Emerging
Maintenance 13/25
Adoption 10/25
Maturity 9/25
Community 17/25
Maintenance 10/25
Adoption 4/25
Maturity 9/25
Community 14/25
Stars: 118
Forks: 19
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
Stars: 5
Forks: 3
Downloads: —
Commits (30d): 0
Language: TypeScript
License: MIT
No Package No Dependents
No Package No Dependents

About mcp-local-rag

nkapila6/mcp-local-rag

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨

Implements multi-engine web search across 9+ backends (DuckDuckGo, Google, Bing, Brave, Wikipedia) with semantic ranking using Google's MediaPipe text embeddings, extracting markdown from fetched URLs without external APIs. Exposes tools like `deep_research`, `deep_research_google`, and `rag_search_ddgs` as MCP resources compatible with Claude Desktop, Cursor, and other MCP clients. Deployable via `uvx` or Docker and includes Agent Skills that guide LLMs on query formulation and backend selection for privacy-aware or comprehensive research.

About mcp-rag-server

Daniel-Barta/mcp-rag-server

Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.

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