Calories Club: AI Food Tracker

AI-powered calorie tracking with photo recognition, barcode scanning, and voice logging

What does this entry provide?

Calories Club: AI Food Tracker is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 93/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Calories Club: AI Food Tracker to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 93/100
Install method: streamable-http
Repo: Registry only
Repo updated: Aug 13, 2026

Install command

mcp add app.recordo.api/calories-club https://api.recordo.app/api/mcp/calories/mcp

Install method: streamable-http

Review the upstream source before running this command.

Source entry

Quality

Repo stars

Repo updated

Aug 13, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-08-13T08:53:02.043681Z",
      "publishedAt": "2026-08-13T08:53:02.043681Z",
      "statusChangedAt": "2026-08-13T08:53:02.043681Z"
    }
  },
  "server": {
    "name": "app.recordo.api/calories-club",
    "_meta": {
      "io.modelcontextprotocol.registry/publisher-provided": {
        "notes": [
          "OAuth 2.1 authentication required - users must sign up or sign in via Calories Club account",
          "Tools: list_entries, add_entry, update_entry, delete_entry, get_day_summary, scan_barcode",
          "Interactive widgets for meal logging and daily summaries in supported hosts",
          "Privacy-first: photos and audio are processed and never stored on servers"
        ],
        "license": "Proprietary",
        "examples": [
          {
            "name": "Log a meal",
            "note": "Say 'I had a turkey sandwich with avocado for lunch' and the AI will extract calories and macros",
            "description": "Add a food entry by describing what you ate"
          },
          {
            "name": "Check daily progress",
            "note": "Ask 'What did I eat today?' or 'How many calories have I had?'",
            "description": "Get a summary of today's nutrition"
          },
          {
            "name": "Query meal history",
            "note": "Ask 'When was the last time I had pizza?' or 'Show me my protein intake this week'",
            "description": "Search through past food entries"
          }
        ],
        "keywords": [
          "calorie",
          "nutrition",
          "food",
          "tracker",
          "counter",
          "diet",
          "health",
          "macros",
          "meal",
          "ai",
          "photo-recognition",
          "barcode"
        ],
        "publisher": "Recordo Apps",
        "documentation": "https://caloriesclub.app/mcp/calories"
      }
    },
    "icons": [
      {
        "src": "https://api.recordo.app/app-assets/calories/icon.png"
      }
    ],
    "title": "Calories Club: AI Food Tracker",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "remotes": [
      {
        "url": "https://api.recordo.app/api/mcp/calories/mcp",
        "type": "streamable-http"
      }
    ],
    "version": "1.0.4",
    "websiteUrl": "https://caloriesclub.app",
    "description": "AI-powered calorie tracking with photo recognition, barcode scanning, and voice logging"
  }
}

Report an issue with this listing