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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
19,983measured
6,827proven reliable
Plate Pal Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Calories and nutrition for any food, chain meal or barcode, and meal ideas for a goal and diet.

MCP endpoint : https://goodturn-mcp.pages.dev/platepal/mcp · website · measurements and details
Zelta Daily Calorie Target Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

Daily calorie target to lose, keep or gain weight, plus a weight goal timeline.

MCP endpoint : https://calorie-mcp.zelta.in/mcp · website · measurements and details
MyFitnessPal Not measured yet

MCP server for MyFitnessPal: log, search, and analyze your food diary.

Package pypi : mfp-mcp · website · measurements and details
Japan Restaurant Calories Reliable (measured) · 100% over 14 checks Does the job (tested) · 14/14

Nutrition facts for 24,000+ menu items of 100+ Japanese restaurant chains, with sources.

MCP endpoint : https://calories.omikuji.dev/mcp · website · measurements and details
Dieta.ai Reliable (measured) · 100% over 30 checks Fails real tasks · 0/30

Nutrition tracking by Dieta.ai. Read your food log with macros (calories, protein, carbs, fat, fiber

MCP endpoint : https://api.mcp.ai/p_dieta · website · measurements and details
foodose GLP-1 nutrition Being measured · 0% over 2 checks

GLP-1 calorie and protein targets with a dose aware appetite ceiling, plus food and recipe search.

MCP endpoint : https://www.foodose.co/mcp · website · measurements and details
Calories Club: AI Food Tracker Private (key required)

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

MCP endpoint : https://api.recordo.app/api/mcp/calories/mcp · website · measurements and details
Moveat Private (key required)

Coaching app for fitness coaches: read client check-ins, weight trends, diets and programs.

MCP endpoint : https://wemoveat.app/api/mcp · website · measurements and details
fatsecret-mcp Not measured yet

MCP server for FatSecret API - food search, nutrition, diary, recipes, weight tracking (unofficial)

Package npm : fatsecret-mcp · website · measurements and details
Nutrition MCP Private (key required)

Nutrition tracking: log meals and macros, USDA and Open Food Facts lookups, history, app import.

MCP endpoint : https://nutrition-mcp.com/mcp · website · measurements and details
Nutrition by Pack4Back Private (key required) · 0% over 1 checks

Log meals, water, and weight to Garmin Connect from Claude or ChatGPT.

MCP endpoint : https://nutrition.pack4back.com/mcp · website · measurements and details
Kairo Private (key required)

Calorie tracker app for ChatGPT and Claude: read meals, macros, weight and log meals from chat.

MCP endpoint : https://mcp.kairocalories.com/mcp · website · measurements and details
Kokkai Diet Being measured · 0% over 1 checks

Kokkai Diet MCP — Japan National Diet proceedings, speech-level full-text

MCP endpoint : https://gateway.pipeworx.io/kokkai-diet/mcp · website · measurements and details
kcaldata Reliable (measured) · 100% over 41 checks

Natural-language calorie lookup. Send '2 large eggs', get USDA-sourced nutrition data.

MCP endpoint : https://api.kcaldata.com/mcp-server/mcp · website · measurements and details
grocery Flaky · 83% over 6 checks

Signed US food & grocery data: Kroger prices, nutrition, allergens, recalls, diet filters.

MCP endpoint : https://food.rootz.global/mcp · website · measurements and details
Token Diet Being measured · 0% over 1 checks

LLM token optimization gateway implementing semantic pruning.

MCP endpoint : https://token-diet-mcp.vercel.app/api/mcp · measurements and details
Zelta Steps to Calories Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

Calories burned by a step count, and steps needed to walk off a food.

MCP endpoint : https://steps-mcp.zelta.in/mcp · website · measurements and details
January AI Nutrition Private (key required)

Food photo recognition, nutrition search, meal logging and glucose prediction for health apps

MCP endpoint : https://mcp.january.ai/mcp · website · measurements and details
sphere Private (key required)

Log meals, check calories and macros, set up a nutrition plan, and search foods.

MCP endpoint : https://api.getsphere.io/functions/v1/mcp · website · measurements and details
price-compare Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Factual UK weight-loss medicine price comparison across providers. Read-only; not medical advice.

MCP endpoint : https://jfwxdchauccbuwdqjnap.supabase.co/functions/v1/mcp · website · measurements and details

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

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