A local MCP server that builds or provides a graph of a codebase, showing relationships between parts of the source code. MCP is a standard way for AI tools to use external tools.

It is for querying code relationships and using a local code graph during tasks such as tracing dependencies, finding affected code, or understanding a repository.

It gives an assistant a structured view of how files, symbols, and dependencies connect, which can make code navigation and relationship analysis easier.

code-graph — MCP server by paullukic/coograph

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/paullukic/coograph

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/mcp/paullukic/coograph/code-graph/github.svg)](https://agentmods.dev/mcp/paullukic/coograph/code-graph)

Your own site

<a href="https://agentmods.dev/mcp/paullukic/coograph/code-graph"><img src="https://agentmods.dev/badge/mcp/paullukic/coograph/code-graph/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/mcp/paullukic/coograph/code-graph"><img src="https://agentmods.dev/badge/mcp/paullukic/coograph/code-graph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits

Socket pass 26 Sept 2026

How audits are shown

Origin original No closer match found in the catalogue.

Security

Grade A, and why

code-graph scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.mcp.json · 18 lines

What it actually says

{
  "code-graph": {
    "type": "stdio",
    "command": "uv",
    "args": [
      "run",
      "-p",
      ">=3.10",
      "--with-requirements",
      ".github/code-graph/requirements.txt",
      ".github/code-graph/server.py"
    ],
    "env": {
      "UV_NO_MANAGED_PYTHON": "1",
      "UV_PYTHON_DOWNLOADS": "never"
    }
  }
}

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

12d ago Changed · +4 lines 4a4f54d85a14
23d ago Changed · +3 lines 3ef96124f870
1mo ago Changed 4e72eb831c0a
1mo ago First seen · 11 lines scan A 1e27b9e1d80f

Subscribe to this mod's changes

code-graph is an MCP server published in the GitHub repository paullukic/coograph (17 stars, last pushed 12d ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Code review ai-agents ai-coding ai-optimization ai-tools code-graph token-ai-optimizator

code-graph

Getting it into your agent

Wrote this? Show the measurements

Grade A, and why

Nothing flagged

What it actually says

What this file has done since we first saw it

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