Polycodegraph MCP Server

Multi-language code graph builder, analyzer, PR risk reviewer, and MCP server. Supports Python, TypeScript, JavaScript, and Go.

Local serverstdioPython

What is the Polycodegraph MCP server?

Multi-language code graph builder, analyzer, PR risk reviewer, and MCP server. Supports Python, TypeScript, JavaScript, and Go. Exposed over MCP by the polycodegraph mcp server, that capability becomes something an assistant can invoke while it works, not something you go and do afterwards.

What it actually does

That's it. Three commands and you have a queryable graph, a 3D dashboard, and an MCP server your IDE can talk to.

Adding it to your client

polycodegraph on PyPI is all you need. Most clients run it directly, so configuration is a few lines and a restart.

Its toolset

Everything the assistant can do here goes through one of these:

  • Configuration — Correct
  • fastapi — The fastapi tool exposed by this server

Caveats

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the polycodegraph mcp server does with a few real requests.

When to reach for it

Plenty of developer tooling servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Polycodegraph's toolset — Configuration, fastapi — is a fair guide to whether it matches your workflow.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Available tools

ToolWhat it does
ConfigurationCorrect
fastapiThe fastapi tool exposed by this server.

How to install the Polycodegraph MCP server

{
  "mcpServers": {
    "polycodegraph": {
      "command": "uvx",
      "args": ["polycodegraph"]
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Example prompts to try

  • Use Polycodegraph to Configuration.
  • Use Polycodegraph to fastapi.

Frequently asked questions

It connects Polycodegraph to MCP-compatible AI assistants such as Claude and Cursor, exposing 2 tools (Configuration, fastapi) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Polycodegraph directly.