# ai.colaunched/public

> ai.colaunched/public — ai-colaunched-public. Use this tool when you need to discover business ideas based on real public demand, with access to dated evidence to inform your decisions. It solves problems of idea generation and market validation, providing scored business ideas without requiring an account. Ideal for entrepreneurs, innovators, and businesses looking to capitalize on emerging trends and public interests.

Canonical page: https://skillsregistry.net/skills/ai-colaunched-public  
JSON: https://api.skillsregistry.net/v1/skills/ai-colaunched-public

## Description

Business ideas from real public demand, scored with dated evidence. No account needed.

## Trust

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

## Facts

- **Version:** 1.1.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Updated:** 2026-09-26

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.colaunched%2Fpublic)

## Use it

MCP endpoint published by the skill: `https://mcp.colaunched.ai/public`

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": "ai-colaunched-public"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ai-colaunched-public` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ai-colaunched-public/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