Multi-language code graph builder, analyzer, PR risk reviewer, and MCP server. Supports Python, TypeScript, JavaScript, and Go.
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.
That's it. Three commands and you have a queryable graph, a 3D dashboard, and an MCP server your IDE can talk to.
polycodegraph on PyPI is all you need. Most clients run it directly, so configuration is a few lines and a restart.
Everything the assistant can do here goes through one of these:
Configuration — Correctfastapi — The fastapi tool exposed by this serverPlenty 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.
| Tool | What it does |
|---|---|
| Configuration | Correct |
| fastapi | The fastapi tool exposed by this server. |
{
"mcpServers": {
"polycodegraph": {
"command": "uvx",
"args": ["polycodegraph"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.