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The real catalog of tools for AI agents

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

44,737real tools
29,284callable over HTTPS
19,924measured
6,554proven reliable
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-tracker-ai-mcp Not measured yet

Nutrition Tracker Ai MCP Server by MEOK AI Labs

Package pypi : nutrition-tracker-ai-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
Food Logger MCP Private (key required)

Food logging, nutrition summaries, and meal photo calorie and macro estimates.

MCP endpoint : https://foodlog.sig.ai/api/mcp · website · measurements and details
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
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
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
Nutrition MCP Private (key required)

USDA FoodData Central nutrition data: search foods, compare macros, and analyze meals.

MCP endpoint : https://docuslide-mcp-production.up.railway.app/mcp · website · measurements and details
nutrition Being measured · 0% over 1 checks

Nutrition MCP — wraps Open Food Facts API (free, no auth)

MCP endpoint : https://gateway.pipeworx.io/nutrition/mcp · website · measurements and details
Food & Nutrition Reliable (measured) · 100% over 3 checks

Food and nutrition data: search, macros, and comparisons

MCP endpoint : https://food.memoryapi.org/mcp · 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
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
Food Tracker Private (key required)

A nutrition log your AI assistant writes to: meals with macros and micros, weight, targets.

MCP endpoint : https://app.foodtracker.in/api/mcp · 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
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
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
Calorie MCP Private (key required)

A calorie MCP that looks up calories and macros from a 4M+ food catalog, not model guesses.

MCP endpoint : https://calorieapiadmin.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
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
Bodywise Fitness and Nutrition Being measured · 100% over 1 checks Real task being tested · 1/1

Public fitness and nutrition calculators, exercise information, and evidence-based guides.

MCP endpoint : https://bodywise.io/api/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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