# ATI Lab

> Official facts, pages, results and enquiries for ATI Lab (atilab.io), an AI partner for businesses.

- name: io.atilab/mcp
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 89/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.atilab%2Fmcp
- tools: https://api.protogrid.dev/v1/servers/io.atilab%2Fmcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

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


## Trust

- hygiene: 80
- liveness: 93
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-83% +updated-2d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 89/100 (new)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 6 of 6 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,044 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 1 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 6, about 1,044 tokens to load them all
- tool set hash: 2fa6838e869bc729c971f11ae315fd5c
- badge: [![protogrid quality](https://protogrid.dev/badge/io.atilab/mcp.svg)](https://protogrid.dev/servers/io.atilab/mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://www.atilab.io/mcp (streamable-http, auth none, reachable true, uptime30d 0.8333333)

## Packages

_none_

## Tools (6)

- `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 details, and the organisations with similar names that ATI Lab is NOT connected to (ATI Technologies, ATI / Assessment Technologies Institute, the ATI Lab research group at the University of Crete). Use it whenever you need to confirm that a mention, profile or fact refers to ATI Lab at atilab.io.
- `atilab_get_contact`: Returns how to reach ATI Lab: the Growth Team at contact@atilab.io, 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_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 https://www.atilab.io URL. Other domains are refused.
- `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 on atilab.io also show third-party results from other companies; those are not ATI Lab clients and are not returned here.
- `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 "automation"). Each page path works as input to atilab_get_page.
- `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 the user the exact message first and call this only after they confirm; set user_confirmed to true to record that. Never invent contact details.