Code Review Graph
MCP server by tirth8205
Build a local Tree-sitter knowledge graph of your code so assistants read only the files a change affects.
Install Code Review Graph
Runs on your machine. Your client starts it with this command:
Needs uv (Python) on your computer. The setup steps below show where the command goes in each client.
Share this server
Opens this page, with the install command and setup steps.
mcp.tc/i/code-review-graphAbout
Code Review Graph parses a repository with Tree-sitter into a graph of functions, classes, imports, calls, inheritance and test coverage. It serves compact context over MCP, including blast-radius analysis of which callers, dependents and tests a change touches, so an assistant reads those files instead of scanning the whole project. It supports many languages and notebooks, and updates the graph incrementally through hooks or watch mode.
It runs locally over stdio with Python 3.10+, started with uvx code-review-graph serve. No sign-in or API key is needed, and the graph is built on your machine. The code-review-graph install command detects supported AI coding tools and writes an MCP entry for each. A GitHub Action for risk-scored pull request reviews is also available.
What you can do
- Build a persistent Tree-sitter graph of a codebase
- Trace blast radius of a change to callers, dependents and tests
- Return a small slice of context shaped to the question
- Update the graph incrementally via hooks or watch mode
- Add custom languages through a languages.toml file
- Configure detected AI coding tools with one install command
Tools
Local servers list their tools once they’re running, and this one doesn’t publish its list in advance. Your client shows them after you add it.
Example prompts
Build the code review graph for this project
What is the blast radius of my changes in this branch?
Which tests cover the functions I modified?
Review my latest changes using only the files they affect
Set up
Every client starts Code Review Graph on your machine with the same command. Pick yours; the page remembers your choice.
Claude Code
- Run this in a terminal, in your project folder:
claude mcp add --transport stdio code-review-graph -- uvx code-review-graph serve- Start Claude Code and type
/mcp. code-review-graph should show as connected.
Add --scope user to make it available in every project.
Claude Desktop
- Open Settings → Developer → Edit Config. It opens
claude_desktop_config.json. Add:
{
"mcpServers": {
"code-review-graph": {
"command": "uvx",
"args": [
"code-review-graph",
"serve"
]
}
}
}- Save the file and restart Claude Desktop.
Needs uv (Python) on your computer. The file lives in ~/Library/Application Support/Claude/ on macOS and %APPDATA%\Claude\ on Windows.
Cursor
Add to Cursor (opens in a new tab)
Or add it by hand to ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (this project):
{
"mcpServers": {
"code-review-graph": {
"command": "uvx",
"args": [
"code-review-graph",
"serve"
]
}
}
}Needs uv (Python) on your computer.
VS Code
Install in VS Code (opens in a new tab)
Or from a terminal:
code --add-mcp '{"name":"code-review-graph","type":"stdio","command":"uvx","args":["code-review-graph","serve"]}'Or commit it to the repo in .vscode/mcp.json:
{
"servers": {
"code-review-graph": {
"type": "stdio",
"command": "uvx",
"args": [
"code-review-graph",
"serve"
]
}
}
}Needs uv (Python) on your computer.
Devin Desktop
- Add it to
~/.config/devin/mcp_config.json(macOS and Linux) or%APPDATA%\devin\mcp_config.json(Windows):
{
"mcpServers": {
"code-review-graph": {
"command": "uvx",
"args": [
"code-review-graph",
"serve"
]
}
}
}- Refresh the MCP server list in Cascade.
Devin Desktop is the new name for Windsurf.
Codex
codex mcp add code-review-graph -- uvx code-review-graph serveOr edit ~/.codex/config.toml directly:
[mcp_servers.code-review-graph]
command = "uvx"
args = ["code-review-graph", "serve"]Needs uv (Python) on your computer.
Gemini CLI
gemini mcp add code-review-graph uvx code-review-graph serveThis adds it to the current project. Add -s user to use it everywhere.
Any client
Most clients that start local servers accept this shape:
{
"mcpServers": {
"code-review-graph": {
"command": "uvx",
"args": [
"code-review-graph",
"serve"
]
}
}
}Zed puts servers under context_servers in its settings, with the same command, args and env fields.
Needs uv (Python) on your computer.
FAQ
Can I paste mcp.tc/i/code-review-graph into my MCP client?
No. Code Review Graph runs on your own computer, started by your client, so it has no web address to connect to. The quick link is the page to share; the install command is uvx code-review-graph serve.
Does Code Review Graph need an API key?
No. It doesn’t declare any keys or environment variables. It runs with your user account’s permissions, so check what its tools can reach.
Is Code Review Graph a remote or a local server?
Local. Your client starts it as a process on your computer with uvx code-review-graph serve, which needs uv (Python).
What can Code Review Graph do?
You can build a persistent Tree-sitter graph of a codebase, trace blast radius of a change to callers, dependents and tests and return a small slice of context shaped to the question.
Which clients can use it?
Any client that starts local servers: Claude Code, Claude Desktop, Cursor, VS Code, Devin Desktop, Codex, Gemini CLI, Zed and others. claude.ai and ChatGPT only connect to remote servers.
Who wrote this page?
mcp.tc’s robot read Code Review Graph’s public metadata (its package and repository pages), and an AI model drafted the text from it. A person reviews anything the checks can’t confirm. The text can still be wrong, so if you spot a mistake, use Report this listing on this page.
Embed
Show Code Review Graph in a README or on your site. Each embed links to this page, uses the server’s own install command, and sets no cookies. How embeds work
README badge
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iframe
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JSON
The listing as data for your own pages and tools: name, tagline, install command, tools and the “Add to” links. Any site can read it (CORS is open).
https://mcp.tc/i/code-review-graph.jsonmcp.tc isn’t affiliated with tirth8205. This page was built from Code Review Graph’s public metadata, last checked on 3 Oct 2026, and an AI model wrote the description, so it can be wrong. Names and marks belong to their owners. Something off? Report this listing.