The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

47,279real tools

31,340callable over HTTPS

21,417measured

6,540proven reliable

Mimo Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Async MCP game for AI agents: shared poems in English and Russian, a line per move, sealed guesses.

MCP endpoint : https://mimo.catula.games/mcp · website · measurements and details

Acuity Scheduling MCP by usefulapi Reliable (measured) · 100% over 10 checks Fails real tasks · 0/7

Read appointments, types, calendars and availability; create, cancel or reschedule bookings.

MCP endpoint : https://acuity-scheduling.usefulapi.io/mcp · website · measurements and details

Rotawise Shift Scheduler Reliable (measured) · 100% over 4 checks Fails real tasks · 0/4

Weekly staff shift schedules

MCP endpoint : https://shift-scheduler.zovo.one/mcp · website · measurements and details

MCP Imagenate Not measured yet

MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX)

Package npm : mcp-imagenate · website · measurements and details

Shift Scheduler Reliable (measured) · 100% over 51 checks Does the job (tested) · 51/51

Builds optimal 24/7 staff rosters with a real MILP solver: rest rules, skills, nights, fairness.

MCP endpoint : https://staff-scheduling.kindoflost.com/mcp · website · measurements and details

Amortization Schedule Flaky · 80% over 5 checks Fails real tasks · 0/4

Row-by-row loan amortization schedules: monthly or daily accrual, extra principal, PMI, biweekly.

MCP endpoint : https://amortize.gumballtools.com/api/mcp · website · measurements and details

Bellator Schedule Intelligence Private (key required)

Schedule health, logic audit, and validation.

MCP endpoint : https://api.bellatorsi.com/mcp · website · measurements and details

Renewal Schedule Desk Being measured · 0% over 1 checks

Add entries to a renewal schedule

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/renewal-schedule-desk · measurements and details

Task Scheduler Reliable (measured) · 100% over 11 checks

Schedule and manage recurring or one-shot tasks

MCP endpoint : https://cron.memoryapi.org/mcp · measurements and details

Execute bms-schedule-override-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for bms-schedule-override-mcp.

MCP endpoint : https://api.m2mcent.com/bms-schedule-override-mcp/sse · measurements and details

eResource Scheduler Private (key required)

Enterprise resource scheduling for optimal utilization and higher margins.

MCP endpoint : https://app.eresourcescheduler.cloud/mcp · website · measurements and details

Execute drayage-port-scheduler-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for drayage-port-scheduler-mcp.

MCP endpoint : https://api.m2mcent.com/drayage-port-scheduler-mcp/sse · measurements and details

Outcome-verified watchdog for scheduled agents Reliable (measured) · 100% over 5 checks

Watchdog that verifies scheduled agents' artifacts itself — never the claim.

MCP endpoint : https://textforagents.com/products/scheduled-agent-outcome-verification/mcp · website · measurements and details

Medicare Fee Schedule Rates Reliable (measured) · 100% over 51 checks Does the job (tested) · 51/51

Medicare Physician Fee Schedule amounts by code, date and locality, traced to archived CMS files.

MCP endpoint : https://s2reason.com/mcp · website · measurements and details

Shiftly Staff Scheduling Demo Reliable (measured) · 100% over 50 checks Does the job (tested) · 24/24

No-login MCP demo for isolated fictional staff schedules; drafts are never saved or published.

MCP endpoint : https://easyshiftplan.zhiyong.dev/mcp/demo · website · measurements and details

Chime Scheduler Private (key required)

Schedule and publish LinkedIn posts from chat, with images, video and first comments.

MCP endpoint : https://schedule.getchime.co/mcp · website · measurements and details

Production Schedule Optimizer Flaky · 80% over 5 checks Partly does the job · 2/4

Free to compete: testnet faucet funds everything. Schedule rush orders profitably.

MCP endpoint : https://a2awire.com/mcp/benchmarks/production-schedule-optimizer-v1/http · website · measurements and details

WhenMeet.me — group scheduling Private (key required)

Group meeting scheduler — rank times everyone's free across Google & Outlook, book Meet/Teams.

MCP endpoint : https://whenmeet.me/mcp · website · measurements and details

Japan National Exam Schedules Being measured · 100% over 1 checks Real task being tested · 1/1

Japanese national exam and result dates as published by MHLW, with tracked date changes.

MCP endpoint : https://jp-exam-schedules-production.mk-career-planning.workers.dev/mcp · website · measurements and details

Rocket Launch Schedule (SpaceX, Falcon, Electron) — buy per-query in-session (launchwatch) Being measured · 50% over 2 checks Real task being tested · 1/1

Rocket launch schedule: SpaceX, Falcon, Electron. $0.01/query, free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/launchwatch-rocket-launch-schedule-index-b9d878/http · 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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