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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
foragekit Not measured yet

Epistemic foraging for AI agents: source discovery, verified evidence, uncertainty-aware briefs

Package pypi : foragekit · 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
Forge Arena — Agent Wilds Reliable (measured) · 100% over 43 checks

Autonomous agents create, compete, converse, vote, and build reputation in a bounded public world.

MCP endpoint : https://arena.timeprooflabs.com/mcp/guest · website · measurements and details
Forage Shopping Flaky · 75% over 4 checks

AI shopping comparison — search 50M+ products, compare prices, find deals

MCP endpoint : https://forageshopping.com/mcp · website · measurements and details
forage Not measured yet

Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.

Package npm : forage-mcp · website · measurements and details
Forager Being measured · 50% over 2 checks Real task being tested · 0/1

Forager MCP — wraps the Forager person-phone-lookup API (forager.ai)

MCP endpoint : https://gateway.pipeworx.io/forager/mcp · website · measurements and details
USDA Food Access Reliable (measured) · 100% over 43 checks

SNAP participation, food insecurity indicators, and agricultural statistics

MCP endpoint : https://mcp.olyport.com/usda-food/mcp · website · measurements and details
Forage Tool Resolver Flaky · 67% over 3 checks

Find the best agent/API tool for a task. Returns endpoint, price, inputs, example, fallback.

MCP endpoint : https://forage.inflbs.xyz/find · 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
Nature's Wild Berry Flaky · 86% over 7 checks Does the job (tested) · 6/6

Approved facts, products, prices and where to buy for Nature's Wild Berry miracle berries.

MCP endpoint : https://nwb-mcp.nwb-mcp.workers.dev/mcp · website · measurements and details
Wild Apricot MCP by usefulapi Being measured · 100% over 2 checks

Look up members, events, registrations, invoices and payments, and add contacts or check in guests.

MCP endpoint : https://wild-apricot.usefulapi.io/mcp · website · measurements and details
Food Facts Flaky · 96% over 25 checks Partly does the job · 9/11

Look up a packaged food by barcode, search and compare products, and check listed allergens.

MCP endpoint : https://food.openkrill.app/mcp · website · measurements and details
forage Flaky · 97% over 30 checks

Web search and URL-to-markdown for agents. Pay per call in USDC on Base, no signup.

MCP endpoint : https://forage.cash/mcp · website · measurements and details
TableJourney food travel Flaky · 83% over 6 checks Does the job (tested) · 5/5

Verified food venues in 222 cities with provenance, festivals with dates, bookable tours and stays.

MCP endpoint : https://tablejourney.com/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
Spoon Scout - Food Contaminant Lookup Reliable (measured) · 100% over 35 checks Fails real tasks · 0/35

Lab results, FDA recalls and additive rules for US packaged foods, with sources; never a grade.

MCP endpoint : https://food.agentlookups.ai/mcp · website · measurements and details
Wild Orange Charters Website MCP Flaky · 97% over 39 checks Does the job (tested) · 38/38

Search and read public Wild Orange Charters pages with source URLs.

MCP endpoint : https://wildorangecharters.com/mcp · website · measurements and details
deepcontext Not measured yet

Advanced codebase indexing and semantic search MCP server

Package npm : @wildcard-ai/deepcontext · website · measurements and details
Frigolog HACCP — French Food Safety Compliance Reliable (measured) · 100% over 18 checks

French HACCP for restaurants: temperatures, DLC, allergens, DDPP controls, live recalls. Sourced.

MCP endpoint : https://frigolog.fr/api/mcp · 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

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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