graphify

graphify is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from vikisingh23/neuraforge-ai. Its token cost is not measured, scanned A, original, Apache-2.0.

A local MCP server that serves a graph built from graphify output, a JSON file describing connected data or code relationships.

In plain words
What is it for?
It is for serving and querying the graph stored in graphify-out/graph.json.
Why use it?
It provides an agent with access to a previously generated graph. The graph must be built and the graphify package installed separately.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Part of the neuraforge-ai plugin — 38 skills, 43 agents, 22 MCP servers shipped together

One of 22 entries in .mcp.json — they are configured in one file and arrive together.

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.

agentmods
npx agentmods add mcp/vikisingh23/neuraforge-ai/graphify
Clone the repo
git clone --depth 1 https://github.com/vikisingh23/neuraforge-ai

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

Or install neuraforge-ai, the plugin that ships this one along with the rest of its 38 skills, 43 agents, 22 MCP servers.

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.

agentmods badge for graphify

README.md
[![agentmods](https://agentmods.dev/badge/mcp/vikisingh23/neuraforge-ai/graphify.svg)](https://agentmods.dev/mcp/vikisingh23/neuraforge-ai/graphify)
Your own site
<a href="https://agentmods.dev/mcp/vikisingh23/neuraforge-ai/graphify"><img src="https://agentmods.dev/badge/mcp/vikisingh23/neuraforge-ai/graphify.svg" alt="Measured on agentmods" 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. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

graphify 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 4d 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 · 11 lines

What it actually says

{
  "graphify": {
    "command": "python3",
    "args": [
      "-m",
      "graphify.serve",
      "graphify-out/graph.json"
    ],
    "_note": "Optional. Install: pip install graphifyy && graphify install. Build graph: /graphify ."
  }
}
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.

  1. 4d ago First seen · 11 lines scan A 34df4f6633c6

Subscribe to this mod's changes

graphify is an MCP server published in the GitHub repository vikisingh23/neuraforge-ai (4 stars, last pushed 3mo ago), licensed Apache-2.0. 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 2026-08-31.