# NodeBench

> Use this tool when you need to streamline complex workflows across multiple domains, such as research, web scraping, and AI tasks, and require a structured approach to agent operations. NodeBench provides a comprehensive collection of tools, featuring progressive discovery and quality gate enforcement, to solve problems related to workflow management and automation. It accepts various inputs and outputs, supporting flexible integration into existing workflows, making it ideal for use cases that demand efficient and organized agent-based operations.

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

## Description

Provides a large collection of tools spanning multiple domains including research, web scraping, and AI workflows. Features progressive tool discovery, agent-as-a-graph embeddings, and quality gate enforcement for structured agent operations.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-04-25

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/gh-homenshum-nodebench)
- **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": "gh-homenshum-nodebench"
    }
  }
}
```

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