# GetBotRank Free AI Search Tools

> Free, no-auth tools for AI search visibility: robots.txt, schema, rendering, sitemap, PageSpeed.

- name: io.github.lazycipher/getbotrank-free-tools
- version: 1.0.0
- connection class: unknown (unknown)
- trust: 70/100
- quality: 75/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.lazycipher%2Fgetbotrank-free-tools
- tools: https://api.protogrid.dev/v1/servers/io.github.lazycipher%2Fgetbotrank-free-tools/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "getbotrank-free-tools": {
      "type": "http",
      "url": "https://api.getbotrank.com/mcp/free"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 10
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website -unreachable(2 failures) +updated-6d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 75/100 (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: 75 (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: check_rendering (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); preview_meta (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); validate_schema (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,571 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump
- pass `tools.hidden_text`: no hidden text in tool names, descriptions, schemas or annotations

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

- n/a `stability.changes`, `stability.rug_pull`, `stability.new_links`: tool history recorded for 6 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: 16, about 1,571 tokens to load them all
- tool set hash: 8ab5e96867cf5ce89f98ff6274a6a6dc
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.lazycipher/getbotrank-free-tools.svg)](https://protogrid.dev/servers/io.github.lazycipher/getbotrank-free-tools)
- 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://api.getbotrank.com/mcp/free (streamable-http, auth none, reachable false, uptime30d 0.7619048)

## Packages

_none_

## Tools (16)

- `check_ai_crawler_access`: Request a page as GPTBot, ClaudeBot, PerplexityBot and other AI crawlers and compare with a normal browser to find robots.txt or CDN blocks.
- `check_common_crawl`: Check whether a domain appears in the latest Common Crawl crawls (a major source of LLM training data) and whether robots.txt blocks CCBot.
- `check_entity`: Look up a brand on Wikidata and Wikipedia, report key properties, and check the site's Organization sameAs links.
- `check_page_speed`: Google PageSpeed Insights for a URL: mobile and desktop Lighthouse scores, Core Web Vitals, CrUX field data when available, top opportunities.
- `check_redirects`: Trace the redirect chain for a URL (max 10 hops) with status and timing per hop, plus X-Robots-Tag, HSTS, cache-control, content-type and canonical Link headers.
- `check_rendering`: Estimate whether a page's content exists in the raw HTML before JavaScript runs (heuristic, no headless browser). Most AI crawlers do not execute JavaScript.
- `generate_llms_txt`: Generate an llms.txt file for a domain from its sitemap (up to 40 pages in this MCP call).
- `generate_og_image`: Resolve title, description and favicon for a 1200x630 Open Graph card from a URL or from text. Returns card data; render the PNG at the report_url.
- `preview_meta`: Read title, meta description, canonical, robots, Open Graph and Twitter tags with lengths, and return data for Google, LinkedIn, X and WhatsApp previews.
- `run_free_audit`: Free AI readiness audit: crawlability, headings, structured data, llms.txt and metadata, scored 0 to 100.
- `score_citability`: Score each passage of a page for how easily AI answer engines can quote it. Deterministic heuristics, no LLM.
- `submit_indexnow`: Verify an IndexNow key file on a domain and, only if it verifies, submit up to 100 URLs to api.indexnow.org. Set action to "submit" to send URLs; the default only verifies.
- `test_robots`: Test one URL against a site's robots.txt for 20+ crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot, Bingbot and more) using correct longest-match rules. Returns allowed/blocked per bot with the deciding rule.
- `validate_schema`: Extract JSON-LD and microdata from a page, validate Organization, WebSite, Product, Article, FAQPage, BreadcrumbList, LocalBusiness and SoftwareApplication, and return a corrected JSON-LD block.
- `validate_sitemap`: Find and validate a domain's sitemaps, count URLs, status-check a sample of up to 50 URLs and check hreflang reciprocity.
- `view_as_crawler`: Show the text and structure an AI crawler recovers from a page without running JavaScript.