ai.colaunched/public

Official4 tools

by colaunched

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

MCP Server: ai.colaunched/public

The ai.colaunched/public MCP server exposes business ideas derived from real public demand, scored using evidence with dates. It is described as requiring no account, and it focuses on publishing idea results that can be reviewed directly.

🛠️ Key Features

Provides “business ideas” based on public demand
Scoring uses “dated evidence”
Does not require an account

🚀 Use Cases

Finding business ideas tied to real (dated) public demand evidence
Reviewing a set of scored ideas without account access

⚡ Developer Benefits

Straightforward, account-free access model
Evidence includes dates, which can support evaluation and filtering

Captured live from the server via tools/list.

latest_ideas

The newest business ideas Colaunched has published from public demand, with each one's public score (0–100) and category. No account needed. Filter by category; sort by score for the strongest.

Parameters3

category	string	optional	One of Colaunched's categories; omit for all
sort	string	optional	Default: newest
limit	integer	optional	How many (default 10, at most 20)

Raw schema

{
  "type": "object",
  "properties": {
    "category": {
      "description": "One of Colaunched's categories; omit for all",
      "type": "string",
      "enum": [
        "Banking",
        "Credit & loans",
        "Debt collection",
        "Mortgages & housing",
        "Payments & money transfer",
        "Insurance",
        "Personal finance",
        "Small business",
        "Marketing & sales",
        "Software & technology",
        "AI & data",
        "Careers & work",
        "Health & wellbeing",
        "Parenting & family",
        "Home & property",
        "Education",
        "Food & drink",
        "Travel",
        "Legal & consumer rights",
        "Retail & e-commerce",
        "Media & entertainment",
        "Automotive",
        "Pets",
        "Other"
      ]
    },
    "sort": {
      "description": "Default: newest",
      "type": "string",
      "enum": [
        "newest",
        "score"
      ]
    },
    "limit": {
      "description": "How many (default 10, at most 20)",
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

search_ideas

Find published ideas by words in the title or one-liner. No account needed.

Parameters2

query	string	required
limit	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 2,
      "maxLength": 80
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [
    "query"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

get_idea

One published idea as its public page shows it: the need, one way to build it, the four score parts and why, how we know (dated evidence, without naming sources) and what we don't know. No account needed.

Parameters1

slug

string

required

The idea's slug, from latest_ideas or its URL

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "minLength": 3,
      "maxLength": 120,
      "description": "The idea's slug, from latest_ideas or its URL"
    }
  },
  "required": [
    "slug"
  ],
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

list_categories

The categories ideas are filed under.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "additionalProperties": false
}

Install

Tools (4)

latest_ideassearch_ideasget_idealist_categories

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.colaunched.ai/public

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "public": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.colaunched.ai/public"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

MCP Server: ai.colaunched/public

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

latest_ideas

search_ideas

get_idea

list_categories

Install

Remote endpoint

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