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public

R0· no sign-in

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

v1.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust83of 100
Uptime, 30 days99%
Latency p50267 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "public": {
      "type": "http",
      "url": "https://mcp.colaunched.ai/public"
    }
  }
}
claude mcp add --transport http public https://mcp.colaunched.ai/public
[mcp_servers.public]
url = "https://mcp.colaunched.ai/public"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "public": {
      "type": "remote",
      "url": "https://mcp.colaunched.ai/public",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "public": {
      "type": "http",
      "url": "https://mcp.colaunched.ai/public"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=public&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmNvbGF1bmNoZWQuYWkvcHVibGljIn0%3D"
}
{
  "servers": {
    "public": {
      "type": "http",
      "url": "https://mcp.colaunched.ai/public"
    }
  }
}
{
  "mcpServers": {
    "public": {
      "httpUrl": "https://mcp.colaunched.ai/public"
    }
  }
}
extensions:
  "public":
    enabled: true
    name: "public"
    type: streamable_http
    uri: "https://mcp.colaunched.ai/public"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 616 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 616 tokens to load them all · tool set 07f6af27028d · checked 2026-10-19 10:52 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-99% +updated-23d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.colaunched.ai/public streamable-httpnoneyes99%267 ms2025-06-182026-10-19

Tools (4)

get_idearead-onlyOne 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.
latest_ideasread-onlyThe 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.
list_categoriesread-onlyThe categories ideas are filed under.
search_ideasread-onlyFind published ideas by words in the title or one-liner. No account needed.

Schemas: list_tools.

Similar MCP servers

More from ai.colaunched

Official server.json
{
  "name": "ai.colaunched/public",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.colaunched.ai/public",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.0",
  "websiteUrl": "https://colaunched.ai/faq#assistant-public",
  "description": "Business ideas from real public demand, scored with dated evidence. No account needed."
}