
RAT LABS MCP server
Which MCP servers are RAT LABS's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.
read 2026-10-29
- Registry nametech.ratlabs/rat-radarverified in the MCP registry
The registry name sits under ratlabs.tech. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.
- Stateanswerschecked 2026-10-29
- Tools8
- Server calls itselfrat-radar
- Server version1.4.0
- Protocol version2025-06-18
On 2026-10-29 the server answered initialize and tools/list without a sign-in. First answer in 126 ms.
- Whether its tools do the product's job has not been judged yet.
- Checked on 5 of the 7 days it takes to judge reliability.
Once connected
- Parameters are untyped or undescribed in 2 of 8 tools: check arguments before calling.
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.
- INITE MCP scoreafter a weeka score needs 7 daily checks: 5 so far
- Answeredmeasuring5 of the 7 daily checks it takes to print a share
- Median first answer114 ms
- Space in an agent's context≈ 1,240 tokensthe definitions of all its tools (8), which an agent carries on every turn
- Tool definitionsB · 79 of 100
- Typed results0 of 8 toolsdeclared outputSchema: results come typed, read once
- Parameters without a description: in 2 of 8
- Not saying whether it only reads or can destroy: 8 of 8
What an agent can do with it
- not sure · scrape Google Maps listings into structured JSON
- not sure · pull LinkedIn job postings into structured data
- not sure · find provider contact details from NPI registry records
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
None of the five warning signs in these definitions.
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 (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). 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 →
check_siteCan I scrape this site, and how? Returns a verdict (open, guarded, hostile, blocked), a hostility score, a recommended approach with steps and risks, bot protections, robots.txt and AI-crawler policy, machine-readable surfaces (sitemap…
get_playbookWhat should I build with this site, and how? Give a domain and, optionally, a goal in plain words (for example "price alerts", "sales leads", "new jobs", "change log", "knowledge base"). Returns the best-matching workflow for that site…
list_sitesList the sites in the dataset, optionally by category or verdict. Use it to find easy targets or to see what is covered.
xray_pageHow do I extract the data from THIS page? Fetches one public page and returns a ranked extraction plan: embedded JSON, JSON-LD, repeated records with CSS selectors and field names, tables, feeds, hidden API calls. Each source has a…
xray_diagramDraw a page's anatomy as an Excalidraw diagram: its regions, the ranked ways to get its data, proof rows, the best route and what the page is made of. Returns a download link for the .excalidraw file (give it to the user; it opens at…
search_sitesFind sites in the dataset by a word: a name, host, category (jobs, shop, news, gov), country or verdict. Use it to discover what is covered before calling check_site.
can_fetchDoes robots.txt allow fetching this exact URL? Fetches the live robots.txt and applies the longest-match rule for a user agent (default: * plus GPTBot, ClaudeBot, Google-Extended, CCBot, PerplexityBot). Returns allowed or not, the rule…
summaryHeadline numbers across the dataset: verdict mix, how many sites block AI crawlers (and which), protection vendors, by category and country.
How to connect
Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:
{
"mcpServers": {
"rat-radar": {
"type": "http",
"url": "https://rat-radar.github-a18.workers.dev/mcp"
}
}
}Add it
Claude Code, in a terminal
claude mcp add --transport http ratlabs https://rat-radar.github-a18.workers.dev/mcpclaude.ai, ChatGPT and other clients: add https://rat-radar.github-a18.workers.dev/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.
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