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#rag

9 posts

Claude Skill 4

agent-skills for chonkie's ecosystem

Python Apache-2.0 Updated 1mo ago
MCP Server 99

Needle MCP Server for easy RAG.Long-term memory for LLMs.

Python MIT Updated 11mos ago
MCP Server 13

This is an LLM agent for college students to study courses by themselves. Upload your textbook and enjoy the learning experience now!

Python Updated 3w ago
MCP Server 19

Lightweight RAG system for coding agents. Index your project docs, search them semantically, serve results over MCP — single binary, no runt...

Rust MIT Updated 1w ago
MCP Server 26

Local codebase indexing and search tool. Supports hybrid search, flow tracing and impact analysis.

Python MIT Updated 1mo ago
MCP Server 129

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

Python MIT Updated 1w ago
MCP Server 12

Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants

TypeScript MIT Updated 1w ago
MCP Server 290

Agentic RAG for any scenario. Customize sources, depth, and width

TypeScript Apache-2.0 Updated 1w ago