Public

ai.colaunchedPublished by colaunched.aiOfficial publisherv1.1.0Updated Oct 24, 2026

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

The publisher's own server: Colaunched

VerifiedStreamable HTTPWeb executableData & AnalyticsBusiness & Commerce

Overview

AI-generated overview

A remote MCP server that lets an assistant browse, search and read Colaunched's published business ideas, each with a public demand score and dated evidence.

What you can do
Browse the newest published business ideas with their public scores and categories, filtered by category or sorted by score for the strongest ones. Search published ideas by words in the title or one-liner. Read a single idea as its public page shows it: the need, one way to build it, the four score parts and their reasoning, the dated evidence behind it, and what is not known. List the categories ideas are filed under.
When to use it
Useful when you want to explore or compare publicly published business ideas, look for opportunities in a given category, or pull the details and evidence behind one idea without opening a browser.
Requirements
A remote streamable HTTP endpoint at mcp.colaunched.ai; no account, API key, environment variables or headers are declared. Network access is required.
Before you install
The tools are read-only and no credentials are requested. Content is third-party published material; evidence is dated and does not name its sources, so treat scores and claims as unverified until checked.

Installation

In SourceWeft

  1. Open Public in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.colaunched%2Fpublic/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "public": {
      "type": "http",
      "url": "https://mcp.colaunched.ai/public"
    }
  }
}

Tools

4

latest_ideas

Latest public 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.

Parameterssortlimitcategory

search_ideas

Search ideas

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

Parameterslimitqueryrequired

get_idea

Read one idea in full

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.

Parametersslugrequired

list_categories

List idea categories

The categories ideas are filed under.

Takes no parameters.

Version history

1
  1. v1.1.0LatestSep 26, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

Other Colaunched integrations

Colaunched

ai.colaunchedOfficial publisher

Connects an assistant to a Colaunched account so it can work with scored ideas, their supporting evidence, and the user's launch.

Streamable HTTPWeb executableAuth
Business & CommerceCredential requiredOct 24, 2026