paparats-mcp vs RagCode

Local‑first MCP server for multi‑repository semantic code search with Qdrant and Ollama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.

Privacy-first semantic code search using local Ollama and Qdrant vector storage for multi-language repository understanding

MCP Servers

MCP Servers

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30

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