code-graph

Name: code-graph
Author: cyberchronos00

by cyberchronos00version 0.23.13i★ –iRuns on your computer

Registry nameio.github.cyberchronos00/cg-code-graph

Install

Overview

Description from the maker (original English)

Local dependency graph: callers, entry points and file:line evidence for what a change affects.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs on your computer
Transport: stdio
Category: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on your computer with your user’s permissions (files, network, apps).
The registry lists no key to fill in.

You need

PyPIPython’s uv installed (for the uvx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "cg-code-graph": {
      "command": "uvx",
      "args": [
        "cg-code-graph",
        "--db",
        "out/graph.db",
        "--tools",
        "core"
      ]
    }
  }
}

Run this in your terminal

claude mcp add cg-code-graph -- uvx cg-code-graph --db out/graph.db --tools core

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "cg-code-graph": {
      "command": "uvx",
      "args": [
        "cg-code-graph",
        "--db",
        "out/graph.db",
        "--tools",
        "core"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "cg-code-graph": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "cg-code-graph",
        "--db",
        "out/graph.db",
        "--tools",
        "core"
      ]
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account cyberchronos00, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
– Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
– Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
… Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Otheri

More stars than 0% of the other 32461 servers in this category
Published to the registry more recently than 68% of the other 32461 servers in this category
Basic checks equal to or better than 100% of the other 32461 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is code-graph safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.23.13) reached the registry 17 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, dotnet-mcp

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

Runs on your computer★ 440MITUpdated 14 months ago

Install

Remote Desktop Commander

by desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated yesterday

Install

dotnet-mcp

by Skymly

MCP server for .NET symbols, XAML, source generators, and restricted workspace edit

Runs on your computerUpdated today

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

code-graph

See everything a change affects before you make it: a local, deterministic dependency graph of routes, calls, tables and config, with `file:line` evidence for every hop.

For you and your AI agent (CLI + MCP). No LLM in the graph.

Docs · Quick start · CLI · MCP · Changelog

Quick start

pipx install cg-code-graph          # or: uv tool install cg-code-graph

cg index . --db out/graph.db # prints starter queries for your repo cg install --host cursor # or claude, codex, vscode, …: registers the MCP server and a "use cg first" agent rule cg reaches table:orders --db out/graph.db # any table, connection or config key

Try it on a bundled sample, link a frontend to a backend, or connect an agent over MCP: Quick start guide. Other install options (install.sh, Windows, exact-mode toolchains): Install.

cg reaches table:store_books on the bundled Django sample:

dependents: 18 nodes  (code: 6, entry points: 9, other: 3)

== RUNTIME (reached from http_route / ... / queue_job / listener): 5 functions/methods catalog.api.create_book depth=1 conf=resolved http_route(1) path: function:catalog.api.create_book -WRITES_TABLE[resolved @ catalog/api.py:27]-> table:store_books catalog.signals.review_saved depth=3 conf=resolved listener(1) path: function:catalog.signals.review_saved -DISPATCHES[exact @ catalog/signals.py:12]-> job:catalog.tasks.recompute_rating -HANDLED_BY[exact @ catalog/tasks.py:13]-> function:catalog.tasks.recompute_rating -READS_TABLE[resolved @ catalog/tasks.py:14]-> table:store_books

Supported languages

Frameworks and facts	Calls	Docs
Django (+ DRF, django-ninja), FastAPI / Starlette, Flask, Celery	exact (stdlib `ast`)	Python
Nuxt / Vue, NestJS, Next.js, Astro, Express, Fastify, Koa, Hono, Elysia, React Router / Remix	exact (TypeScript compiler API)	TS frameworks
Laravel (routes, route attributes, middleware, queues, broadcasting, outbound HTTP)	exact (nikic/php-parser; needs PHP 8.2+)	PHP
Flutter	exact (Dart analyzer; needs the Dart SDK)	Platforms
Android, Kotlin Multiplatform, Spring	heuristic; exact with scip-java (opt-in)	Kotlin
Spring (routes, guards, beans, tables, clients)	heuristic; exact with scip-java (opt-in)	Java
iOS / SwiftPM	heuristic; exact with the Swift index store (opt-in)	Swift
crates / modules, entry points, FFI, `#[cfg]` / `#if` gates	heuristic; exact with rust-analyzer / scip-clang	Rust, C and C++

Go and others: import a SCIP index with cg index --scip FILE. Run cg doctor to see exact / heuristic per language on your machine.

What you get

reaches, impact, path: every caller, route, job and page that reaches a table, config key or method.
cg affected --base main: the tests and entry points a change reaches (--quiet feeds your test runner).
Across repos: cg link matches client HTTP calls (frontends and Laravel / Guzzle backends) to server routes, and checks request keys (Laravel FormRequest, Elysia schemas, Nuxt / TypeScript bodies).
Route guards: cg routes --writes --unguarded lists routes that write with no auth guard. Laravel checks inside the action count as inline guards unless --strict.
Security views: cg surface lists the inbound / outbound attack surface and findings (hardcoded credentials, plaintext protocols, unverified webhooks, unguarded handlers, listeners on all interfaces, disabled TLS / SSH verification, plaintext gRPC, exposed IPC, outbound URLs built from request input) as text, JSON or SARIF, with --fail-on for CI.
MCP server (cg-mcp) so agents query the graph instead of grepping. One server can serve many graphs (graphs plus an optional graph argument); a single --db stays one graph. See MCP.
Visual view (cg serve) and plan checks (cg plan check) for planned changes.

Docs

Install · Quick start · CLI · MCP · Configuration · Architecture · Limitations

Changelog · Contributing · Security · MIT License

More recordings: docs/media.

code-graph

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

dotnet-mcp

README from the maker

code-graph

Quick start

Supported languages

What you get

Docs