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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
19,887measured
6,168proven reliable
Taste Overlap Reliable (measured) · 100% over 8 checks

Plans a shared evening for two people: places both would enjoy, ranked by Qloo's taste graph.

MCP endpoint : https://taste-overlap.onrender.com/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
The Curator Being measured · 50% over 2 checks Real task being tested · 1/1

Search and explore taste-led finds in clothing, audio, designed objects and music.

MCP endpoint : https://curatorapproved.com/api/mcp · website · measurements and details
Taste Flaky · 83% over 6 checks

Expert review for AI agents. On-chain proof of human review.

MCP endpoint : https://api.humantaste.app/mcp/ · website · measurements and details
open-food-facts-mcp Not measured yet

Use this MCP server to Open Food Facts product, ingredient, allergen, and nutrition lookup....

Package npm : @mrfentmen/open-food-facts-mcp · website · measurements and details
Taste Profile Reliable (measured) · 100% over 43 checks Does the job (tested) · 12/12

Turn the reference images you collect into a written design taste your assistant can follow.

MCP endpoint : https://taste.openkrill.app/mcp · website · measurements and details
ask.recipes Private (key required)

Recipe search, ingredient matching, nutrition filters and a private cookbook for any AI agent.

MCP endpoint : https://mcp.ask.recipes/mcp · website · measurements and details
Open Food Facts MCP by UnClick Not measured yet

Search food products, ingredients, nutrition, brands, and categories. No API key. By UnClick.

Package npm : @unclick/openfoodfacts-mcp · website · measurements and details
themealdb-mcp Not measured yet

TheMealDB recipes, categories, and ingredient filters.

Package npm : themealdb-mcp · website · measurements and details
palate Private (key required) · 0% over 1 checks

The taste layer for AI website builders: real design taste from 270+ deeply-analysed sites.

MCP endpoint : https://mcp.palatemcp.com/api/mcp · website · measurements and details
Cook (Cooklang recipes) Not measured yet

Cooklang recipes for AI agents: validate, meal plans, shopping lists, pantry, nutrition

Package npm : @cookmd/mcp · website · measurements and details
food-recipe-mcp Being measured · 0% over 1 checks

Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.

MCP endpoint : https://recipes.aidatanorge.no/mcp · website · measurements and details
Overlap Being measured · 0% over 2 checks

Records what you're working on so Overlap can introduce you to someone two weeks ahead of you.

MCP endpoint : https://overlap-ai.com/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
Meal Planner — free recipe beta Reliable (measured) · 100% over 34 checks Does the job (tested) · 34/34

Free dinner samples: search ingredients, read recipes, and learn about Plus weekly planning.

MCP endpoint : https://www.meal-planner.online/wp-json/ksl-mp/v1/mcp-public · website · measurements and details
Forkbit Not measured yet

Nutrition data for AI agents: search foods, look up nutrients, parse meals, analyze recipes.

Package npm : @forkbit/mcp · website · measurements and details
MyPlate.food nutrition tools Flaky · 75% over 4 checks Does the job (tested) · 3/3

USDA nutrition calculators + the preserved MyPlate Kitchen recipes; source-cited, machine-verified.

MCP endpoint : https://mcp.myplate.food/mcp · website · measurements and details
prep-it Private (key required)

Search, save, organize, cook, and share recipes with any AI assistant.

MCP endpoint : https://www.recipe-clipper.com/api/mcp · measurements and details
Recipes MCP by UnClick Not measured yet

Recipes tools for recipes, meals, cooking by UnClick.

Package npm : @unclick/meal-mcp · website · measurements and details
Raven Flaky · 75% over 4 checks Real task being tested · 2/2

Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.

MCP endpoint : https://mcp.ravenmcp.ai/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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