mcp-registry/com.petforai/pet-data-station · v3.4.5
As of 2026-10-18 13:34 UTC, the Petforai Pet Data Station MCP server is up with a Glimind reliability score of 87/100 (grade B). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 11 outages in 90 days, with a median recovery of 6 minutes.
Source-verified pet food regulations, recalls, nutrient standards and species care data.
Claude Code
claude mcp add --transport http petforai-pet-data-station-mcp-server https://petforai.com/mcp/
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"petforai-pet-data-station-mcp-server": {
"type": "http",
"url": "https://petforai.com/mcp/"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
30 parameter(s) across 8 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →
8 of 8 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads. How to fix →
Handshake + tools/list takes ~2,273 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 8 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.petforai%2Fpet-data-station/fixes
{
"name": "check_banned_breed",
"description": "Check banned / restricted dog-breed directories across jurisdictions\n(UK + Northern Ireland + Scotland, Singapore, AU states, CN cities).\n\njurisdiction: 'UK'|'Beijing'|'NSW'|'Singapore'|'Queensland'|...\nbreed: 'pit bull'|'XL Bully'|'mastiff'|... Returns breed lists per\njurisdiction + summary excerpt (full legal text via get_topic_context).",
"inputSchema": {
"type": "object",
"properties": {
"breed": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null
},
"limit": {
"type": "integer",
"default": 10
},
"jurisdiction": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "compare_nutrient_standards",
"description": "Compare one nutrient across 2-3 standards, e.g.\nstandards='AAFCO_2024,FEDIAF_2025' (bare codes 'AAFCO,FEDIAF' = latest\nindexed edition). Other params as in get_nutrient_value.",
"inputSchema": {
"type": "object",
"required": [
"standards",
"species",
"lifestage",
"nutrient",
"basis"
],
"properties": {
"basis": {
"type": "string"
},
"species": {
"type": "string"
},
"nutrient": {
"type": "string"
},
"lifestage": {
"type": "string"
},
"standards": {
"type": "string"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "get_ade_stats",
"description": "FDA animal-drug adverse-event (ADE) stats per active ingredient\n(openFDA CVM report database, 68 compiled ingredients).\n\ningredient: active-ingredient name or substring, e.g. 'afoxolaner',\n'carprofen', 'fluralaner'. species: optional filter, e.g. 'Dog', 'Cat',\n'Horse' — restricts to ingredients reporting that species and returns\nonly that species' count. Returns structured summary stats (total\nreports, species breakdown, top VEDDRA reactions) parsed from\nC1-verified topics — report-level aggrega",
"inputSchema": {
"type": "object",
"required": [
"ingredient"
],
"properties": {
"limit": {
"type": "integer",
"default": 10
},
"species": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null
},
"ingredient": {
"type": "string"
}
},
"additionalProperties": false
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/com.petforai/pet-data-station"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.petforai/pet-data-station"}) over MCP.
submit_feedback ~257 tokensget_ade_stats ~221 tokenssearch_pet_topics ~207 tokensget_nutrient_value ~192 tokenscheck_banned_breed ~182 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcom.petforai%2Fpet-data-station?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.petforai%2Fpet-data-station?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.petforai%2Fpet-data-station.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.petforai%2Fpet-data-station.svg :target: https://glimind.com/server/mcp-registry%2Fcom.petforai%2Fpet-data-station?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:3fc68cc920bc6bb7…, first seen 2026-10-17, included at leaf 9653 of 22,104. Version history · verify what your client received.
Compare: most reliable search servers · most reliable knowledge servers · most reliable data servers · most reliable communication servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-18 13:34 UTC, the Petforai Pet Data Station MCP server is up with a Glimind reliability score of 87/100 (grade B). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 11 outages in 90 days, with a median recovery of 6 minutes.
Petforai Pet Data Station MCP server advertises 8 tools, including check_banned_breed, compare_nutrient_standards, get_ade_stats, get_nutrient_value, get_topic_context.
Point your MCP client at this streamable-http endpoint: https://petforai.com/mcp/
Glimind scanned all 8 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.