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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
19,874measured
6,054proven reliable
Dish Directory Reliable (measured) · 100% over 30 checks Does the job (tested) · 28/30

Restaurants and their signature dishes across the US and Canada.

MCP endpoint : https://dishdirectory.com/mcp · website · measurements and details
SAVORDISH Reliable (measured) · 100% over 7 checks

AI-powered recipe platform: 18 MCP tools for meal planning, grocery lists & Instacart.

MCP endpoint : https://savordish.com/mcp · website · measurements and details
Food Near Me Being measured · 100% over 2 checks Real task being tested · 0/2

AI-native restaurant discovery: verified/menu-indexed/discovered tiers + signed allergy-safety data.

MCP endpoint : https://foodnear.me/mcp · website · measurements and details
eatmundo Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Cross-cuisine dish equivalence with shared-ingredient evidence: 1,956 dishes, 26 cuisines.

MCP endpoint : https://www.eatmundo.com/api/mcp · website · measurements and details
Laspi Business Directory Reliable (measured) · 100% over 3 checks

Search a directory of real, owner-confirmed small businesses. Read-only; attribution required.

MCP endpoint : https://laspi.pro/api/v1/mcp/directory · website · measurements and details
Food Feeds Being measured · 0% over 1 checks

Food Feeds MCP.

MCP endpoint : https://gateway.pipeworx.io/food-feeds/mcp · website · measurements and details
Root Data Public Directory Reliable (measured) · 100% over 43 checks

Public Root Data dental analytics directory for DSOs, dental practices, blog, and FAQ tools.

MCP endpoint : https://rootdata.ai/api/mcp · website · measurements and details
Layout Private (key required)

Order food anywhere with AI. Any restaurant, cafe or coffee shop, by name.

MCP endpoint : https://mcp.layout.link · website · measurements and details
Zomato Restaurant Scraper - City, Cuisine, Contact Private (key required)

Zomato Restaurant Scraper - City, Cuisine, Contact

MCP endpoint : https://mcp.apify.com/?tools=anshumanatrey/zomato-restaurant-scraper · website · measurements and details
ChooseHelp Treatment Directory Flaky · 75% over 4 checks Fails real tasks · 0/3

Editorially independent addiction & mental-health directory — facilities, therapists, expert Q&A.

MCP endpoint : https://www.choosehelp.com/mcp · website · measurements and details
FoodPhoto Private (key required)

Create food photos, menus and restaurant campaigns. Account-based paid service with Stripe checkout.

MCP endpoint : https://foodphoto.ai/mcp · website · measurements and details
Vitena Directory Flaky · 94% over 18 checks Does the job (tested) · 17/17

Search Vitena's public directory of bookable health and wellness professionals

MCP endpoint : https://api.vitena.care/mcp · website · measurements and details
Approval Group Directory Being measured · 0% over 1 checks

Select a reviewer group.

MCP endpoint : https://determination-unlimited-consultancy-spy.trycloudflare.com/mcp/reviewer-group-complete · measurements and details
Agent Service Directory Reliable (measured) · 100% over 6 checks Does the job (tested) · 6/6

A directory of agent services, with metrics.

MCP endpoint : https://agentservicedirectory.com/mcp · website · measurements and details
GrazieChef Kitchen Tools Not measured yet

Restaurant math for AI assistants: food cost, menu price with VAT, recipe scaling, EU 14 allergens.

Package npm : @deusflight/graziechef-mcp · website · measurements and details
Boolsai Directory Being measured · 0% over 2 checks

Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.

MCP endpoint : https://directory.boolsai.ai/mcp · website · measurements and details
Brick Directory Private (key required)

Provides data for LEGO sets, minifigures, parts and elements. Not affiliated with LEGO® Group.

MCP endpoint : https://api.brick.directory/connect · website · measurements and details
Singapore Business Directory Reliable (measured) · 100% over 42 checks

Singapore business directory. Search companies, UENs, and SSIC industry classifications.

MCP endpoint : https://sgpdirectory.com/mcp · website · measurements and details
DevRel Directory Private (key required) · 100% over 12 checks

Search DevRel tools, communities, jobs, events, CFPs, and guides from devrel.directory.

MCP endpoint : https://devrel.directory/mcp · website · measurements and details
whitelabel-ordering Flaky · 86% over 7 checks Does the job (tested) · 6/6

Order food from Cordering white-label restaurants: browse menus, confirm, then place an order.

MCP endpoint : https://wl-mcp.cordering.com/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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