What is graph-data-explore?

A graph exploration tool examines connected data made of nodes and links, such as relationships in DOT, GML, GraphML, or Mermaid files.

Use it to count nodes and links, find highly connected nodes, inspect relationships, find paths, and create visualizations.

It removes the need to inspect graph files manually to understand their size, structure, important nodes, and connections.

graph-data-explore — Skill for Claude Code by ChrisGVE/localdata-mcp

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.

Any agent

npx skills add ChrisGVE/localdata-mcp --skill graph-data-explore

Clone the repo

git clone --depth 1 https://github.com/ChrisGVE/localdata-mcp

Made for: Claude Code.

Or install localdata-mcp, the plugin that ships this one along with the rest of its 18 skills, 11 agents, 1 MCP server.

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/skills/chrisgve/localdata-mcp/graph-data-explore/github.svg)](https://agentmods.dev/skills/chrisgve/localdata-mcp/graph-data-explore)

Your own site

<a href="https://agentmods.dev/skills/chrisgve/localdata-mcp/graph-data-explore"><img src="https://agentmods.dev/badge/skills/chrisgve/localdata-mcp/graph-data-explore/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/skills/chrisgve/localdata-mcp/graph-data-explore"><img src="https://agentmods.dev/badge/skills/chrisgve/localdata-mcp/graph-data-explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 561 The whole file, excluding the scripts and references it only reads on demand.

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

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00038	$0.00561
Opus 5.5	$0.00015	$0.00224
Sonnet 5.5	$0.00008	$0.00112
Haiku 4.5	$0.00004	$0.00056

Measured 2mo ago against content hash b65e361594fd, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

graph-data-explore 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 2mo 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.

skills/graph-data/graph-data-explore/SKILL.md · 34 lines

How it starts

The opening of the file, as written. The whole thing — 34 lines — stays where its author put it; the contents beside it link to each section on GitHub.