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Launchator MCP server

Which MCP servers are Launchator's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-28

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Whose server it is
  • Registry namecom.launchator/launchatorverified in the MCP registry

The registry name sits under launchator.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-28
  • Stateanswerschecked 2026-10-28
  • Tools12
  • Server calls itselflaunchator
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-28 the server answered initialize and tools/list without a sign-in. First answer in 327 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: list a new product on a launch directory; draft a product listing from a website URL.
  • Checked on 6 of the 7 days it takes to judge reliability.

Once connected

  • For "list a new product on a launch directory", the likely first call is submit_product.
  • For "draft a product listing from a website URL", the likely first call is submit_product.
  • update_listing, publish change data without a sign-in: anyone with the address can call them.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 6, the first on 2026-10-28
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 6 so far
  • What an agent can do with it2 of 2 use cases
  • Answeredmeasuring6 of the 7 daily checks it takes to print a share
  • Median first answer285 ms
  • Space in an agent's context≈ 1,861 tokensthe definitions of all its tools (12), which an agent carries on every turn
  • Tool definitionsA · 97 of 100
  • Typed results0 of 12 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 2 of 12

What an agent can do with it

  • can do · list a new product on a launch directory
  • not sure · discover newly launched SaaS and AI tools
  • can do · draft a product listing from a website URL

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

  • Tools that change data, on a server that answers without a sign-in: update_listing, publish

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers12 tools · read 2026-10-28
  • search_products

    Search Launchator's directory of SaaS, AI and indie products by what they do (e.g. 'invoicing for freelancers', 'screen recorder'). Returns the best matches with links.

  • get_product

    Full details of one product listed on Launchator: description, website, category, tags and upvotes.

  • alternatives_to

    Products on Launchator similar to a given listed product (same category or tags).

  • list_categories

    Launchator's product categories with how many products each has.

  • submit_product

    Start a free Launchator listing for the user's own website. Loads the homepage, screens it, and drafts the listing (takes about 30 seconds). Returns the draft and the next step. Needs an access token.

  • list_my_products

    The user's own Launchator listings and drafts, with their status and next step. Needs an access token.

  • get_my_product

    One of the user's own listings or drafts. Needs an access token.

  • update_listing

    Change the text of the user's listing. Only pass the fields to change. Logos and screenshots are changed in the browser (editInBrowser link). Needs an access token.

  • get_badge_snippet

    The HTML link the product's homepage must carry for a free listing, as a text link or a badge image. Add one to the site footer. Needs an access token.

  • verify_backlink

    Checks the live homepage for the Launchator link and, if it's there, publishes the listing. Call after the site with the link is deployed. Needs an access token.

  • publish

    Re-checks whether a listing with a verified link can go live, e.g. after the founder confirmed their email. Needs an access token.

  • check_ai_ready

    Free check of how well AI assistants and search engines can read and recommend the user's live product site: robots.txt rules for AI crawlers, server-rendered content, structured data, llms.txt, meta tags and more, with a score, the top…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "launchator": {
      "type": "http",
      "url": "https://launchator.com/api/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http launchator https://launchator.com/api/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://launchator.com/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.