paparats-mcp

by IBazylchuk · Developer Tools · ★ 11

paparats-mcp is an MCP server by IBazylchuk. Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf. It has 11 GitHub stars and ranks #1354 of 2217 in Developer Tools by stars.

Category: Developer Tools
Author: IBazylchuk
GitHub stars: 11
This week: Tracking since 18 Oct 2026
Weekly downloads: 81
Language: TypeScript
License: MIT (open source)
Last update: 2026-10-21 (3 days ago)
Links: Source npm

ai
ai-coding
anthropic
claude-code
code-search
cursor
embedding
local-first
mcp
mcp-server
model-context-protocol
multi-repo
+8 more

How to install paparats-mcp

paparats-mcp is published on npm as @paparats/cli, and it is listed in the official MCP Registry. These steps assume it runs as a local stdio server, which is the usual setup.

Check the README. Confirm the start command and note any API keys or environment variables it needs (pass them with -e KEY=value or an env block). You need Node.js for npx.

Add it to Claude Code from a terminal:

claude mcp add paparats-mcp -- npx -y @paparats/cli

Or add it to Cursor or Claude Desktop in .cursor/mcp.json or claude_desktop_config.json:

{
  "mcpServers": {
    "paparats-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@paparats/cli"
      ]
    }
  }
}

Restart the client and check it. Run claude mcp list, or open the client's MCP settings, and confirm paparats-mcp and its tools are listed. The install guide covers VS Code and Codex.

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Frequently asked questions

What is paparats-mcp?

paparats-mcp is an MCP server by IBazylchuk in the Developer Tools category. Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf. It has 11 GitHub stars and ranks #1354 of 2217 in Developer Tools by stars.

Is paparats-mcp free and open source?

Yes. paparats-mcp is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

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