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Pet Data Station MCP server

Which servers in the official MCP registry are Pet Data Station's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-20

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Whose server it is
  • Registry namecom.petforai/pet-data-stationverified in the MCP registry

The registry name sits under petforai.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-20
  • Stateanswerschecked 2026-10-20
  • Tools8
  • Server calls itselfPet Data Station
  • Server version3.4.5
  • Protocol version2025-06-18

On 2026-10-20 the server answered initialize and tools/list without a sign-in. First answer in 145 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.
  • Checked on 1 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 8 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.

Measured dailydaily checks: 1, the first on 2026-10-21
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
  • Answeredmeasuring1 of the 7 daily checks it takes to print a share
  • Median first answer607 ms
  • Space in an agent's context≈ 1,417 tokensthe definitions of all its tools (8), which an agent carries on every turn
  • Tool definitionsC · 67 of 100
  • Typed results8 of 8 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 8 of 8
  • Not saying whether it only reads or can destroy: 8 of 8

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 (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). 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 →

Tools it offers8 tools · read 2026-10-20
  • search_pet_topics

    Search the source-verified pet regulatory & health topic whitelist. Free-text over topic_id/title/category (tokenized AND). Returns metadata only (anti-dump design) plus a `trust` block per result (raw trust axes…

  • submit_feedback

    Leave feedback for the station's human maintainers (2026-08-16). type: 'data_request' (data you could not find — the most valuable signal), 'error_report' (a claim that mismatches its cited source; include topic_id), 'knowledge_lead' (a…

  • get_topic_context

    Fetch one topic's RAG context (~200-500 tokens): source-verified claims (verbatim for Open-Access / public-domain sources, paraphrased derived summaries for copyrighted veterinary references) plus structured source citations…

  • get_nutrient_value

    Single nutrient requirement from one standard. All 6 params required. standard: AAFCO|FEDIAF|EU|GB|CFIA|KFDA|MAFF; year: edition year, e.g. 2024; species: dog|cat; lifestage: adult|GR (growth & reproduction); nutrient…

  • compare_nutrient_standards

    Compare one nutrient across 2-3 standards, e.g. standards='AAFCO_2024,FEDIAF_2025' (bare codes 'AAFCO,FEDIAF' = latest indexed edition). Other params as in get_nutrient_value.

  • search_pet_recalls

    Search pet-food recall / enforcement data (FDA + EU RASFF + CN enforcement). brand: brand/product keyword, e.g. 'diamond'; reason: hazard keyword, e.g. 'salmonella', 'aflatoxin'; year: e.g. 2025. Returns summary excerpts traceable via…

  • get_ade_stats

    FDA animal-drug adverse-event (ADE) stats per active ingredient (openFDA CVM report database, 68 compiled ingredients). ingredient: active-ingredient name or substring, e.g. 'afoxolaner', 'carprofen', 'fluralaner'. species: optional…

  • check_banned_breed

    Check banned / restricted dog-breed directories across jurisdictions (UK + Northern Ireland + Scotland, Singapore, AU states, CN cities). jurisdiction: 'UK'|'Beijing'|'NSW'|'Singapore'|'Queensland'|... breed: 'pit bull'|'XL…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "pet-data-station": {
      "type": "http",
      "url": "https://petforai.com/mcp/"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http petforai https://petforai.com/mcp/

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://petforai.com/mcp/ as a custom connector in the settings.

OpenAPI spec

30 paths, read 2026-10-20. Open the spec ↗

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.