# Shadow AI List

> Risk-ranked registry of AI tools: look up an AI tool's risk or check if a domain is shadow AI.

- name: ca.airiskmanagement/shadow-ai-list
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 76/100 flags: no-repository
- quality: 85/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/ca.airiskmanagement%2Fshadow-ai-list
- tools: https://api.protogrid.dev/v1/servers/ca.airiskmanagement%2Fshadow-ai-list/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "shadow-ai-list": {
      "type": "http",
      "url": "https://ailist.airiskmanagement.ca/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 65
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% ~updated-119d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 85/100 (good)

### 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: 86 (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`: 4 of 4 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: check_domain_against_registry (destructiveHint, idempotentHint); get_top_risky_ai (destructiveHint, idempotentHint); lookup_ai_tool_risk (destructiveHint, idempotentHint); …
- pass `tools.token_cost`: about 385 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

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

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

- tools: 4, about 385 tokens to load them all
- tool set hash: b80d39f6332884583c6aaa3bdfe40443
- badge: [![protogrid quality](https://protogrid.dev/badge/ca.airiskmanagement/shadow-ai-list.svg)](https://protogrid.dev/servers/ca.airiskmanagement/shadow-ai-list)
- 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://ailist.airiskmanagement.ca/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (4)

- `check_domain_against_registry`: Check whether a domain or subdomain belongs to a known AI tool - i.e. whether traffic to it is shadow AI. Returns the tool and its risk if matched. Covers the free top 100.
- `get_top_risky_ai`: Get the highest-risk AI tools by AI Exposure Index risk score. Returns name, domain, category, and risk score + band. Covers the free top 100.
- `list_shadow_ai`: List AI tools from the registry, optionally filtered by category. Returns name, domain, category, and risk band. Covers the free top 100.
- `lookup_ai_tool_risk`: Look up an AI tool by name, vendor, or domain and return its AI Exposure Index risk score, risk band, category, and whether it trains on user data. Covers the free top 100.