# mcp-graph-loop

> mcp-graph-loop — denishmistry07-mcp-graph-loop. Use this tool when you need to automate complex task workflows and validation processes, solving problems of manual error-prone task management and iterative code debugging. It takes in task definitions and validation commands as inputs and outputs tracked task statuses and automated fix suggestions. Ideal for use cases requiring iterative code refinement and automated testing, such as software development and data processing pipelines.

Canonical page: https://skillsregistry.net/skills/denishmistry07-mcp-graph-loop  
JSON: https://api.skillsregistry.net/v1/skills/denishmistry07-mcp-graph-loop

## Description

Enables AI agents to orchestrate tasks as a DAG with automated validation loops, executing validation commands, tracking statuses, and allowing iterative code fixes until tasks pass.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/aejx16xzh9)
- **Repository:** <https://github.com/denishmistry07/mcp-graph-loop>

## 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": "denishmistry07-mcp-graph-loop"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/denishmistry07-mcp-graph-loop` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/denishmistry07-mcp-graph-loop/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