# io.github.marras0914/agent-toolbelt-mcp

> Use this tool when you need to streamline AI agent development with a suite of 19 specialized API tools, solving problems such as contract review and prompt optimization. It takes in various inputs, including contracts and prompts, and outputs optimized and refined outputs, making it ideal for AI agent training and deployment. Use it in contexts where efficient AI agent development and optimization are crucial, such as machine learning model training and natural language processing tasks.

Canonical page: https://skillsregistry.net/skills/io-github-marras0914-agent-toolbelt-mcp  
JSON: https://api.skillsregistry.net/v1/skills/io-github-marras0914-agent-toolbelt-mcp

## Description

19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.

## Trust

- **Trust score (0–1):** 0.64
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.marras0914%2Fagent-toolbelt-mcp)
- **Repository:** <https://github.com/marras0914/agent-toolbelt>

## 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-marras0914-agent-toolbelt-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-marras0914-agent-toolbelt-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-marras0914-agent-toolbelt-mcp/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