Google tells you what exists. Faceabot tells you what holds up.
Cross-cuisine dish equivalence with shared-ingredient evidence: 1,956 dishes, 26 cuisines.
MCP endpoint :https://www.eatmundo.com/api/mcp · website · measurements and detailsJapan food delivery data (Uber Eats JP) via Apify actor for AI agents.
Package mcpb :https://github.com/atushi1841/japan-food-delivery-mcp/releases/download/v0.1.0/server.mcpb · website · measurements and detailsFrench HACCP for restaurants: temperatures, DLC, allergens, DDPP controls, live recalls. Sourced.
MCP endpoint :https://frigolog.fr/api/mcp · website · measurements and detailsAI-native restaurant discovery: verified/menu-indexed/discovered tiers + signed allergy-safety data.
MCP endpoint :https://foodnear.me/mcp · website · measurements and detailsFood and nutrition data: search, macros, and comparisons
MCP endpoint :https://food.memoryapi.org/mcp · measurements and detailsBrowse restaurants, search dishes, order food delivery, track riders. 50+ countries.
Package npm :@gera-services/mcp-geraeats · website · measurements and detailsSNAP participation, food insecurity indicators, and agricultural statistics
MCP endpoint :https://mcp.olyport.com/usda-food/mcp · website · measurements and detailsAI food ordering across Canada — 17,000+ restaurants, 89 cities, real UberEats + DoorDash.
MCP endpoint :https://mcp.canuckeats.com/mcp · website · measurements and detailsFood Feeds MCP.
MCP endpoint :https://gateway.pipeworx.io/food-feeds/mcp · website · measurements and detailsOrder food anywhere with AI. Any restaurant, cafe or coffee shop, by name.
MCP endpoint :https://mcp.layout.link · website · measurements and detailsUK Food Hygiene MCP — Food Standards Agency food hygiene ratings (FHRS)
MCP endpoint :https://gateway.pipeworx.io/uk-food-hygiene/mcp · website · measurements and detailsMCP server for Cronometer — food logs, macros, fasting, biometrics, and recurring foods
Package pypi :cronometer-mcp · website · measurements and detailsFood-drug interaction and nutrient depletion checks for 30+ common medications.
MCP endpoint :https://web-production-ae61.up.railway.app/mcp/drug-food-interactions · website · measurements and detailsMCP server for GrubHub - let AI agents order food and manage restaurant delivery autonomously
Package npm :@striderlabs/mcp-grubhub · website · measurements and detailsResolve Japanese food names to nutrition facts. All 2,538 foods from Japan's official tables.
MCP endpoint :https://toriigate.dev/mcp/food-db · website · measurements and detailsCan this person eat this? Allergens, additives and nutrition from a barcode.
MCP endpoint :https://food-facts.bowling-anthony.workers.dev/mcp · website · measurements and detailsFood logging, nutrition summaries, and meal photo calorie and macro estimates.
MCP endpoint :https://foodlog.sig.ai/api/mcp · website · measurements and detailsUnlock the power of food transparency with our Open Food Facts MCP server. Easily look up any food
MCP endpoint :https://open-food-facts-mcp.mcpize.run/mcp · website · measurements and detailsLook up a packaged food by barcode, search and compare products, and check listed allergens.
MCP endpoint :https://food.openkrill.app/mcp · website · measurements and detailsIs a food, country or company in Japan MHLW imported food inspection orders? Rows as published.
MCP endpoint :https://jp-food-import-orders-production.mk-career-planning.workers.dev/mcp · website · measurements and detailsAI 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
Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms