MCP Server · Search & Discovery

paparats-mcp

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.

Tier 1 sealed by lossy-channel-auto
Source
https://github.com/IBazylchuk/paparats-mcp
Registry namespace
io.github.ibazylchuk/paparats-mcp
Imported from
github-topics
License
MIT
Pricing
Open Source
Added
Jul 9, 2026

Seal evidence

Auto-sealed Tier 1 on import from GitHub topic search. Lossy Channel layers 1–2 to be backfilled by the Foreman.

  • L1-wash

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