io.github.IBazylchuk/paparats-mcpsearch

Paparats – Local Semantic Code Search MCP

Verified · yesterday

Local-first semantic code search across all your repos. Private context for AI coding assistants.

Install

claude mcp add paparats-mcp -- npx -y @paparats/[email protected]

Our take

Local-first semantic code search stack for coding agents, backed by Qdrant/Ollama with a CLI and server package. It is more substantial than a thin wrapper: the repo includes server tests, indexing code, project management, and install/update flows. The setup is heavier than most MCP servers because it can start containers and download an embedding model, but that happens through explicit commands, not postinstall.

reviewed by hand · 2026-07-05

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Verification record

last verified: yesterday
github stars: 9
last commit: 7 days ago
archived: no
license: MIT
npm: @paparats/cli
downloads / wk: 237
latest version: 1.3.2
in registry since: 2026-06-10

github.com/IBazylchuk/paparats-mcp