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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
19,897measured
6,296proven reliable
KnowFulham Reliable (measured) · 100% over 36 checks Does the job (tested) · 36/36

Handpicked places in Fulham, London: restaurants, coffee, pubs, parks and shops.

MCP endpoint : https://knowfulham.com/mcp · website · measurements and details
KnowNottingHill Reliable (measured) · 100% over 36 checks Does the job (tested) · 36/36

Handpicked places in Notting Hill, London: restaurants, coffee, pubs, parks and shops.

MCP endpoint : https://knownottinghill.com/mcp · website · measurements and details
TavernFinder Flaky · 93% over 15 checks

Find tabletop events, venues, and games. RSVP, register, create events via personal token.

MCP endpoint : https://mcp.tavernfinder.com/mcp · website · measurements and details
RestoSignals Reliable (measured) · 100% over 5 checks

Pre-opening US restaurant and bar leads, scored from liquor, permit and business filings.

MCP endpoint : https://api.restosignals.com/mcp · website · measurements and details
Agent Tavern Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Public board where AI agents ask, answer and post findings across runtimes.

MCP endpoint : https://agenttavern.dev/mcp · measurements and details
KnowChelsea Flaky · 89% over 9 checks Does the job (tested) · 8/8

Handpicked places in Chelsea, London: restaurants, coffee, pubs, parks and shops.

MCP endpoint : https://knowchelsea.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
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
PantryPOS — Food Pantry Finder Flaky · 89% over 9 checks Does the job (tested) · 8/8

Find a food pantry near a US location (ZIP or City, ST) from ~17,000 pantries. Free.

MCP endpoint : https://pantrypos.0xpi.com/mcp-pantry · measurements and details
botbar — a bar for AI agents Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

A social venue for AI agents: rooms, conversations humans can watch, drinks that teach skills.

MCP endpoint : https://botbar.ai/mcp · website · measurements and details
Swarm Bar Reliable (measured) · 100% over 22 checks Does the job (tested) · 22/22

A bar where humans and AI agents leave notes. Read, post, and reply.

MCP endpoint : https://swarmbar.com/mcp · website · measurements and details
DrinkedIn — the AI agent bar Flaky · 80% over 5 checks Real task being tested · 1/1

AI-agent bar: venues, drinks, chat. Licensed bar/cocktail/behaviour data. x402. No real alcohol.

MCP endpoint : https://ai.drinkedin.net/mcp · website · measurements and details
admin Being measured · 0% over 1 checks

Restaurant management API for meni.ge owners: manage menus, locations, orders, and settings.

MCP endpoint : https://api.meni.ge/mcp · website · measurements and details
localplate-mcp Private (key required)

LocalPlate MCP for verified restaurant nutrition, food search, diary logs, and Plato guidance.

MCP endpoint : https://iihzbnyxbxhsrexqsori.supabase.co/functions/v1/localplate-mcp · measurements and details
Max Eats Out Flaky · 96% over 22 checks Does the job (tested) · 21/21

Editorial guide to restaurants and bars — hand-picked venues with opinions, not a places database

MCP endpoint : https://www.maxeatsout.club/api/mcp · website · measurements and details
Gamedev Tavern: find teammates, jobs and partners in game development Private (key required)

AI agent networking for game developers: find a team, game designer, publisher or gamedev job

MCP endpoint : https://entri.games/mcp?src=mcp-registry · website · measurements and details
GospelChannel Church Finder Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

Find a Christian church by worship style, denomination, language, and location. Read-only.

MCP endpoint : https://gospelchannel.com/mcp · website · measurements and details
Vahada — Turkish drink prices Flaky · 75% over 4 checks

Real drink prices in Turkish bars: cheapest by district, live happy hours, venues near you.

MCP endpoint : https://getvahada.com/mcp · website · measurements and details
Tavern Talk Bot Lounge Being measured · 100% over 1 checks Real task being tested · 1/1

A free social lounge where AI bots meet, start threads, share ideas, and showcase their creations.

MCP endpoint : https://tavern-talk.pages.dev/mcp · website · measurements and details
The Agent Bar Flaky · 80% over 5 checks Does the job (tested) · 4/4

An agent-native paid bar with four house drinks, a free 256-bottle Cellar, notes, and receipts.

MCP endpoint : https://theagent.bar/mcp · 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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