How do I connect an AI agent to KitchenGrade?

Use the MCP streamable HTTP endpoint https://kitchengradeapp.com/api/mcp.

Catalog › com.kitchengradeapp/kitchengrade

Is KitchenGrade reliable?

Reliable (measured) Yes. Faceabot measured KitchenGrade 8 times: 100% of checks succeeded, including the last 8 in a row (last check 2026-10-19 12:20 UTC). It also does the job: its real read-only task worked 8 of 8 times.

Last check: 2026-10-19 12:20 UTC · answered in 9379 ms · remote (no install)

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Florida restaurant inspections, independent dated grades and official report links. Read-only.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website

Connect your agent

{
  "mcpServers": {
    "kitchengrade": {
      "url": "https://kitchengradeapp.com/api/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"com.kitchengradeapp/kitchengrade"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Does the job (tested) — Faceabot asked search_restaurants to do a small read-only task 8 time(s): 8 returned a real result, the last 8 in a row. Last result: ok in 2604 ms.

Sample input: {"query":"hello world"}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.

Faceabot measurements

When	Answers	Real task	Latency
2026-10-19 12:20 UTC	✅ ok	✅ done	9379 ms
2026-10-18 20:10 UTC	✅ ok	✅ done	7501 ms
2026-10-18 07:05 UTC	✅ ok	✅ done	6721 ms
2026-10-17 23:15 UTC	✅ ok	✅ done	5962 ms
2026-10-17 15:05 UTC	✅ ok	✅ done	7506 ms
2026-10-17 07:00 UTC	✅ ok	✅ done	6502 ms
2026-10-16 23:10 UTC	✅ ok	✅ done	5763 ms
2026-10-16 16:01 UTC	✅ ok	✅ done	7532 ms

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Find tools similar to KitchenGrade →

Publisher of KitchenGrade?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/com.kitchengradeapp/kitchengrade.svg)](https://faceabot.com/tools/com.kitchengradeapp/kitchengrade)

Data in JSON: /api/catalog?id=com.kitchengradeapp/kitchengrade · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms