public
Business ideas from real public demand, scored with dated evidence. No account needed.
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'list_categories' description lacks action verbin list_categories
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"public": {
"url": "https://mcp.colaunched.ai/public"
}
}
}Remote endpoints
https://mcp.colaunched.ai/publicstreamable-httpWhat it can do
Tool inventory
Tools (4)
🟢latest_ideas(category, sort, limit)
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.
Input 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
}
},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢search_ideas(query, limit)
Find published ideas by words in the title or one-liner. No account needed.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"minLength": 2,
"maxLength": 80
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 20
}
},
"required": [
"query"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢get_idea(slug)
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.
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"minLength": 3,
"maxLength": 120,
"description": "The idea's slug, from latest_ideas or its URL"
}
},
"required": [
"slug"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢list_categories
The categories ideas are filed under.
Input Schema
{
"type": "object",
"properties": {},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Community
Evidence