# mallory-grapher

> mallory-grapher — johnhenry-mallory-grapher. Use this tool when you need to create and manage reactive compute graphs in a headless environment, enabling efficient cell operations without relying on a DOM or browser. It solves problems related to server-side computation, data processing, and automation, providing a flexible interface for inputting data and outputting computed results. Ideal for use cases requiring high-performance, non-visual computations, such as data analytics, scientific simulations, or machine learning workflows.

Canonical page: https://skillsregistry.net/skills/johnhenry-mallory-grapher  
JSON: https://api.skillsregistry.net/v1/skills/johnhenry-mallory-grapher

## Description

Provides a headless session runtime for reactive compute graphs, enabling MCP-driven cell operations without a DOM or browser.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** browser-automation
- **Updated:** 2026-08-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/lerkeymlk8)
- **Repository:** <https://github.com/johnhenry/math-grapher>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "johnhenry-mallory-grapher"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/johnhenry-mallory-grapher` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/johnhenry-mallory-grapher/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt