# ai.colaunched/public (remote · mcp.colaunched.ai)

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

- Trust score: 66/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-29

## Components

- remote · `mcp.colaunched.ai`: 66/100 (this document), [markdown](https://verifymcp.io/servers/ai-colaunched-public/public.md), [page](https://verifymcp.io/servers/ai-colaunched-public/public)

## Channel facts

- Endpoint: `https://mcp.colaunched.ai/public`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-29.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 75/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 345 tokens (~86/item across 4 items; 4 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 10/100
  - Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 89/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 67% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the ai.colaunched/public MCP server?

ai.colaunched/public is a hosted endpoint at https://mcp.colaunched.ai/public, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http ai-colaunched-public 'https://mcp.colaunched.ai/public'
```

### Cursor

```json
{
  "mcpServers": {
    "ai-colaunched-public": {
      "url": "https://mcp.colaunched.ai/public"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "ai-colaunched-public": {
      "type": "http",
      "url": "https://mcp.colaunched.ai/public"
    }
  }
}
```

### Codex

```toml
[mcp_servers.ai-colaunched-public]
url = "https://mcp.colaunched.ai/public"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-colaunched-public": {
      "type": "remote",
      "url": "https://mcp.colaunched.ai/public",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ai-colaunched-public --url 'https://mcp.colaunched.ai/public' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-colaunched-public:
    url: "https://mcp.colaunched.ai/public"
```

### Netclaw

```json
{
  "McpServers": {
    "ai-colaunched-public": {
      "Transport": "http",
      "Url": "https://mcp.colaunched.ai/public"
    }
  }
}
```

### Vellum

```bash
assistant mcp add ai-colaunched-public -t streamable-http -u 'https://mcp.colaunched.ai/public'
```

### Other

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-29 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-28 (score 65, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-27 (score 65, +1)

- [functional improvement] Stability: unverified → 0.03

### 2026-09-26 (score 64)

First indexed and scored.

## MCP tools (4)

### `latest_ideas` (~94 tokens)

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.

Input parameters:

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

### `search_ideas` (~40 tokens)

Search ideas

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

Input parameters:

- `limit` (integer)
- `query` (string, required)

### `get_idea` (~75 tokens)

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.

Input parameters:

- `slug` (string, required): The idea's slug, from latest_ideas or its URL

### `list_categories` (~15 tokens)

List idea categories

The categories ideas are filed under.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/ai-colaunched-public/public#diagnostics

## Score history

- 2026-09-29: 66
- 2026-09-28: 65
- 2026-09-27: 65
- 2026-09-26: 64

## Common questions

### What is the ai.colaunched/public MCP server?

ai.colaunched/public is an MCP server listed in the public MCP registry as ai.colaunched/public. Business ideas from real public demand, scored with dated evidence. No account needed. This page covers its hosted endpoint (https://mcp.colaunched.ai/public).

### Is the ai.colaunched/public MCP server safe to use?

ai.colaunched/public scores 66 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the ai.colaunched/public MCP server expose?

ai.colaunched/public exposes 4 tools: latest_ideas, search_ideas, get_idea, list_categories. Their descriptions and schemas cost roughly 224 tokens of context every time the server is loaded.

### Does the ai.colaunched/public MCP server require authentication?

No. We connected to ai.colaunched/public without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the ai.colaunched/public MCP server still maintained?

ai.colaunched/public is still listed as active in the MCP registry. We last reached this channel on 29 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://mcp.colaunched.ai/public
- Website: https://colaunched.ai/faq#assistant-public
- Changelog RSS feed: https://verifymcp.io/servers/ai-colaunched-public/public.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-colaunched-public/public.json
- HTML version of this page: https://verifymcp.io/servers/ai-colaunched-public/public