mcp-local-rag and mcp-synaptic

mcp-local-rag
53
Established
mcp-synaptic
25
Experimental
Maintenance 10/25
Adoption 10/25
Maturity 16/25
Community 17/25
Maintenance 2/25
Adoption 3/25
Maturity 7/25
Community 13/25
Stars: 118
Forks: 19
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
Stars: 3
Forks: 2
Downloads: —
Commits (30d): 0
Language: Python
License: —
No Package No Dependents
No License Stale 6m 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-synaptic

jvanmelckebeke/mcp-synaptic

Memory-enhanced MCP server with local RAG database and expiring memory capabilities

Related comparisons

mcp-local-rag and knowledge-to-action-mcp mcp-local-rag and mcp-rag-server mcp-local-rag and repo-graphrag-mcp mcp-local-rag and mcp-rag-server mcp-local-rag and Real-time-web-search-RAG-with-MCP mcp-local-rag and supernova-mcp-rag

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