# io.github.HomenShum/nodebench

> Use this tool when you need to automate tasks across multiple domains, such as web scraping, research, and quality gates, and leverage 260 MCP tools to streamline workflows. It solves problems related to data collection, research, and workflow optimization, providing a comprehensive interface for inputting parameters and outputting results. Ideal for use cases requiring automation and efficiency gains, such as AI model training and data processing.

Canonical page: https://skillsregistry.net/skills/io-github-homenshum-nodebench  
JSON: https://api.skillsregistry.net/v1/skills/io-github-homenshum-nodebench

## Description

260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scraping.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** unverified

## Facts

- **Version:** 2.31.2
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-05-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.HomenShum%2Fnodebench)
- **Repository:** <https://github.com/HomenShum/nodebench-ai>

## 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": "io-github-homenshum-nodebench"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-homenshum-nodebench` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-homenshum-nodebench/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