# Quotalis

> Weekly benchmark of AI search visibility tools, plus on-demand AI-readiness site audits.

- name: app.quotalis/quotalis
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 83/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/app.quotalis%2Fquotalis
- tools: https://api.protogrid.dev/v1/servers/app.quotalis%2Fquotalis/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "quotalis": {
      "type": "http",
      "url": "https://quotalis.app/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-10d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 83/100 (good)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### 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: 71 (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
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_benchmark_latest (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); audit_site (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_benchmark_history (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
- pass `tools.token_cost`: about 229 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: 3, about 229 tokens to load them all
- tool set hash: cf46fe9647a8b8740a3fff17cbad8de5
- badge: [![protogrid quality](https://protogrid.dev/badge/app.quotalis/quotalis.svg)](https://protogrid.dev/servers/app.quotalis/quotalis)
- 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://quotalis.app/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (3)

- `audit_site`: Run Quotalis's AI-readiness audit on a public website: checks llms.txt, AI bot rules in robots.txt, sitemap.xml, JSON-LD, and title/meta/canonical, and returns a 0-100 score with per-check findings and fixes. Same logic as https://quotalis.app/free-audit.
- `get_benchmark_history`: Get the full dated history of weekly benchmark rounds (newest first), including every tool named by each engine and every source cited.
- `get_benchmark_latest`: Get the latest weekly benchmark round: which AI search visibility tools ChatGPT, Gemini, and Perplexity recommend, plus the consensus ranking. Updated weekly by Quotalis from live free-tier tests.