What is repo-graph?
repo-graph is a MCP server by James-Chahwan that structural codebase graph: scans entities, relationships and feature flows across languages so LLMs navigate by structure instead of grepping. It is listed under Developer tools and has 94 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | James-Chahwan |
| Repository | James-Chahwan/repo-graph |
| Popularity | 94 GitHub stars |
| Category | Developer tools |
| Security | Low risk (96/100) |
| Rank | #603 of 4,418 MCP servers; #153 in Developer tools |
| License | MIT |
| Last commit | 2026-10-02 |
| Stars this week | +36 |
| Runs | Locally |
| Language | Python |
Is repo-graph safe to install?
repo-graph scores 96/100 on the MCPMods security check: Low risk. No checks raised a concern. It passed 5 of 6 checks.
MCP server results come from listing signals: who publishes it, where your data goes and what it can do. The code itself is not scanned yet.
| Check | Result |
|---|---|
| Community-built server | Note |
| Runs on your machine only | Pass |
| No credentials mentioned | Pass |
| Read-only by description | Pass |
| No code execution | Pass |
| Source on GitHub | Pass |
How do I install repo-graph?
- Find the launch command. The README says how the server starts (npx, uvx, docker or a remote URL) and which API keys it needs.
https://github.com/James-Chahwan/repo-graph
- Add it to Claude Code. Replace the part after -- with the command from the README. Remote servers use --transport http with a URL.
claude mcp add repo-graph -- <command from README> claude mcp add --transport http repo-graph <server-url>
- Check it connected. This lists your MCP servers and their status.
claude mcp list
Or ask Claude to set it up
Paste this into Claude Code and it installs repo-graph for you:
Add the "repo-graph" MCP server from https://github.com/James-Chahwan/repo-graph to Claude Code. Read its README for the launch command and any API keys I need, run claude mcp add, then check that it connects.