@paparats/cli

Self-hosted semantic code search MCP server for Claude Code, Cursor and Codex: tree-sitter AST chunking, symbol graph, git history, local Qdrant + llama.cpp em…

Developer Tools

Install Command

npx -y @paparats/cli

Claude Desktop Config

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

@paparats/cli is a community MCP server that connects AI assistants like Claude to self-hosted semantic code search mcp server for claude code, cursor and codex: tree-sitter ast chunking, symbol graph, git history, local qdrant + llama.cpp em…. It runs locally on your machine, keeping your data private and giving you full control over the connection. Developers can use it to bring AI assistance directly into their build and coding environment.

About @paparats/cli

Overview

Self-hosted semantic code search MCP server for Claude Code, Cursor and Codex: tree-sitter AST chunking, symbol graph, git history, local Qdrant + llama.cpp embeddings.

Topics

mcp, mcp-server, model-context-protocol, semantic-code-search, semantic-search, code-search, codebase-search, code-intelligence, self-hosted, local-first, rag, claude, claude-code, cursor, codex, ai-assistant, tree-sitter, ast, symbol-graph, qdrant, llama-cpp, embedding

Who Should Use @paparats/cli?

1Search and retrieve information using natural language
2Speed up coding workflows by letting Claude interact with your dev environment
3Run terminal commands, manage processes, and inspect logs via AI
4Integrate AI assistance directly into your build and CI pipelines

How to Install @paparats/cli

Before you start

You will need Node.js (v18 or later) installed on your machine — download it from nodejs.org if you haven't already.

1Open a terminal (Terminal on Mac, Command Prompt or PowerShell on Windows).
2Paste the install command above and press Enter — Node.js will download and run the server automatically.
3Add the server to your Claude Desktop config file (see the JSON snippet above) and restart Claude.

The Claude Desktop config snippet above can be copied and pasted directly into your claude_desktop_config.json file — no editing required.