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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
19,950measured
6,699proven reliable
coffee-addict Reliable (measured) · 100% over 3 checks

Every bag of specialty coffee on sale in New Zealand, re-read nightly from each roaster's shop.

MCP endpoint : https://coffeeaddict.nz/mcp · website · measurements and details
sf-beverage-skus Reliable (measured) · 100% over 8 checks

SF coffee, matcha, and chai catalog API: 439 SKUs across 13 merchants, prices in cents.

MCP endpoint : https://sf-beverage-skus.luff.workers.dev/mcp · website · measurements and details
bling-bag Not measured yet

Give your bot an identity!

Package npm : bling-bag · website · measurements and details
Coffee Roaster Data Reliable (measured) · 100% over 16 checks

Specialty coffee roaster prices, stock, price/100g, change events and store profiles (30 roasters).

MCP endpoint : https://api.dataenrich.dev/mcp/ · website · measurements and details
bag.coffee Private (key required)

Search in-stock specialty coffee from hand-picked roasters, priced per 100g, and each week's drops.

MCP endpoint : https://api.bag.coffee/mcp · website · measurements and details
NiMCoffee 新印象咖啡 Flaky · 67% over 3 checks

Order freshly self-roasted specialty coffee from NiMCoffee, a coffee roaster in Fuzhou, China.

MCP endpoint : https://mcp.nimcoffee.com/mcp · website · measurements and details
Buy Me a Coffee (read-only) Not measured yet

Read your own Buy Me a Coffee supporters, Extras purchases, memberships and totals.

Package npm : buymeacoffee-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
Percolate Flaky · 83% over 6 checks Does the job (tested) · 5/5

Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.

MCP endpoint : https://mcp.percolateapp.com/?src=registry · website · measurements and details
bag-health-mcp Not measured yet

BAG public-health open data: indicators, programmes, statistics

Package pypi : bag-health-mcp · website · measurements and details
coffee-mcp Not measured yet

Coffee drink encyclopedia from SampleAPIs with recipes for hot and iced drinks.

Package npm : coffee-mcp · website · measurements and details
Atly Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Find places by what you want (work friendly, gluten free, great coffee), scored from real reviews.

MCP endpoint : https://agentic-api.atly.com/mcp · website · measurements and details
beis-mcp Not measured yet

Query the Beis catalog: search luggage and bags, newest arrivals, enriched product details.

Package npm : beis-mcp · website · measurements and details
Cement bags to cubic meters, number discarded Reliable (measured) · 100% over 7 checks

Cement bags to cubic meters, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/bag-m3/mcp · website · measurements and details
BuildYourWolfpack Private (key required)

Roast-to-order coffee with a game built in: missions, Pack Points, and your own wolf pack.

MCP endpoint : https://buildyourwolfpack-1.onrender.com/mcp · website · measurements and details
Filipe Coffee Flaky · 89% over 9 checks

Filipe Coffee — directory of places, events, and listings.

MCP endpoint : https://www.filipe.coffee/mcp · website · measurements and details
Graffeo Coffee Roasting Being measured · 0% over 2 checks

Live MCP catalog for Graffeo Coffee Roasting - Simply the World's Finest Coffee since 1935.

MCP endpoint : https://api.agenticshelf.ai/m/graffeo/mcp · website · measurements and details
bag-epl-mcp Not measured yet

BAG EPL: Spezialitätenliste, medication and reimbursement data

Package pypi : bag-epl-mcp · website · measurements and details
mcp-delonghi-ecam Not measured yet

MCP server for DeLonghi ECAM espresso coffee machines via local network

Package pypi : mcp-delonghi-ecam · website · measurements and details
RoastPilot Not measured yet

RoastPilot controls coffee roasting sessions through local stdio MCP tools and exports logs.

Package pypi : coffee-roaster-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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