🌍 **Help translate CodeGraphContext to your language by raising an issue & PR on [GitHub Issues](https://github.com/CodeGraphContext/CodeGraphContext
If you already use Codegraphcontext, the codegraphcontext mcp server is the piece that lets your assistant work with it directly. 🌍 Help translate CodeGraphContext to your language by raising an issue & PR on GitHub Issues!.
The toolset is worth reading before you wire it up, because it tells you what the integration is really for:
Workflow — 1. Source code is parsed using Tree-sitter or SCIP indexers. 2. Relationships between functions, classes, imports, and calls are extracted. 3. Akuzu on PyPI is all you need. Most clients run it directly, so configuration is a few lines and a restart.
Configuration is passed through the environment: NEO4J_URI, NEO4J_USERNAME, NEO4J_PASSWORD, CGC_OUTPUT_FORMAT. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
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. Codegraphcontext's toolset — Workflow — is a fair guide to whether it matches your workflow. It is maintained by shashankss1205; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
| Tool | What it does |
|---|---|
| Workflow | 1. Source code is parsed using Tree-sitter or SCIP indexers. 2. Relationships between functions, classes, imports, and calls are extracted. 3. A knowledge graph is generated and stored in a graph database. 4. Users can q |
Or add it to your MCP client config:
```json
{
"mcpServers": {
"CodeGraphContext": {
"command": "codegraphcontext",
"args": ["mcp", "start"],
"env": {
"CGC_OUTPUT_FORMAT": "gcf"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| NEO4J_URI | Configuration value read at startup. | Optional |
| NEO4J_USERNAME | Configuration value read at startup. | Optional |
| NEO4J_PASSWORD | Configuration value read at startup. | Optional |
| CGC_OUTPUT_FORMAT | Configuration value read at startup. | Optional |
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.