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ATI Lab MCP server

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

read 2026-10-19

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Whose server it is
  • Registry nameio.atilab/mcpverified in the MCP registry

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

When we asked itchecked 2026-10-19
  • Stateanswerschecked 2026-10-19
  • Tools6
  • Server calls itselfatilab-mcp
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-19 the server answered initialize and tools/list without a sign-in. First answer in 110 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: turn emailed shipment requests into bookings and labels; answer internal ERP questions and route support tickets.

Once connected

  • Keep approval on for atilab_send_enquiry: they delete, send or pay without saying so.
  • atilab_send_enquiry 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: 8, the first on 2026-10-19
  • INITE MCP score48 of 100answers 100 · does the job 0 · definitions 100 · context 100 · lowered by the warning signs below
  • What an agent can do with it0 of 2 use cases
  • Answered100% of days8 of 8 daily checks
  • Median first answer364 ms
  • Space in an agent's context≈ 1,201 tokensthe definitions of all its tools (6), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 6 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • cannot · turn emailed shipment requests into bookings and labels
  • cannot · answer internal ERP questions and route support tickets
  • not sure · qualify inbound sales leads by hot, warm or cold

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 delete, send or pay without telling the client so: atilab_send_enquiry
  • Tools that change data, on a server that answers without a sign-in: atilab_send_enquiry

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 (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). 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 offers6 tools · read 2026-10-19
  • atilab_get_company_facts

    Returns the official, dated facts about ATI Lab (atilab.io): positioning, who it works with, how the partnership works, founding year, headquarters and offices, services, partner programs, published results, official profiles, contact…

  • atilab_get_site_index

    Without query, returns the atilab.io site index (llms.txt): every core page with a one-line summary. With query, returns only the index lines where every query word starts a word in that line (case-insensitive, so "automat" finds…

  • atilab_get_page

    Fetches one atilab.io page as clean markdown (navigation and scripts removed), with frontmatter for title, description and canonical URL. Input is the page path ("/about", "solutions/insurance", "/" for the homepage) or a full…

  • atilab_get_published_results

    Returns results from ATI Lab's own production systems (e.g. shipment intake from email: 95% less manual work), each as published on atilab.io, with the source page. Optional query filters by words in the system or outcome. Industry pages…

  • atilab_get_contact

    Returns how to reach ATI Lab: the Growth Team at [email protected], the booking page for a strategy call, the contact page, and office locations. To send a message for the user, use atilab_send_enquiry.

  • atilab_send_enquiry

    Sends the user's enquiry to ATI Lab's Growth Team, who reply by email, and returns a reference ID. The enquiry is recorded in ATI Lab's CRM. Use it only when the user has asked to contact ATI Lab and has given their name and email. Show…

How to connect

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

{
  "mcpServers": {
    "atilab": {
      "type": "http",
      "url": "https://www.atilab.io/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http atilab https://www.atilab.io/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://www.atilab.io/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.