# ai-agent-launch-tools

> ai-agent-launch-tools — kayalopez-ai-agent-launch-tools. Use this tool when you need to ensure dependency-free launch hygiene for AI agents and MCPs, solving issues of inconsistent or faulty deployments. It provides a streamlined interface for git-based projects, taking in repository inputs and outputting cleaned and validated launches. Ideal for AI agent and MCP builders seeking reliable and efficient deployment processes.

Canonical page: https://skillsregistry.net/skills/kayalopez-ai-agent-launch-tools  
JSON: https://api.skillsregistry.net/v1/skills/kayalopez-ai-agent-launch-tools

## Description

Dependency-free launch hygiene tools for AI agent and MCP builders

## Trust

- **Trust score (0–1):** 0.64
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-21

## Source

- **Source listing:** [GitHub](https://github.com/kayalopez/ai-agent-launch-tools)

## 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": "kayalopez-ai-agent-launch-tools"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/kayalopez-ai-agent-launch-tools` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/kayalopez-ai-agent-launch-tools/pull`

---
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