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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
19,862measured
5,943proven reliable
Arroway Reliable (measured) · 100% over 17 checks Fails real tasks · 0/17

Arroway orchestrates people and AI agents around the decisions in force.

MCP endpoint : https://www.arroway.app/api/mcp · website · measurements and details
Arrow IPC magic-byte check, file discarded Reliable (measured) · 100% over 6 checks

Arrow IPC magic-byte check, file discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/arrow-magic/mcp · website · measurements and details
mcp Being measured · 0% over 2 checks

ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.

MCP endpoint : https://mcp.roc.ai/mcp · website · measurements and details
Pose Lab Not measured yet

Measured spatial answers for posing first-person arms and a rifle in Blender

Package pypi : poselab-mcp · website · measurements and details
Police Shootings Being measured · 0% over 1 checks

Police Shootings MCP — The Washington Post, Fatal Force database

MCP endpoint : https://gateway.pipeworx.io/police-shootings/mcp · website · measurements and details
Shoot Plan Being measured · 100% over 1 checks

Practical filming plans for AI assistants. Shot-plan checks are not yet available to customers.

MCP endpoint : https://theamateur.co.uk/mcp/shoot-plan · website · measurements and details
CI Treasure Hunt Reliable (measured) · 100% over 18 checks Fails real tasks · 0/18

Contact Improvisation events, teachers, venues and communities worldwide. Read-only.

MCP endpoint : https://citreasurehunt.com/api/mcp · website · measurements and details
TOP GUN GEO-Lens Flaky · 89% over 9 checks

Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.

MCP endpoint : https://top-gun-mcp-server.vercel.app/api/mcp · website · measurements and details
Great Arrow Private (key required)

Shared memory and actions for Claude, Kiro, OpenAI, Cursor, and other MCP-compatible AI clients.

MCP endpoint : https://www.greatarrow.ai/api/mcp · website · measurements and details
Product Hunt Launches — new & upcoming products (producthuntwatch) Reliable (measured) · 96% over 23 checks Does the job (tested) · 22/22

Upcoming product launches: trackers & announcements. Register in-session — free testnet funds.

MCP endpoint : https://a2awire.com/mcp/data/producthuntwatch-new-product-hunt-launches-hourly-a96189/http · website · measurements and details
Fless Apartment Hunt Flaky · 67% over 3 checks Real task being tested · 2/2

Apartment hunting in Florida, Georgia, Maryland, Virginia: rents, briefs, hunt links.

MCP endpoint : https://mcp.fless.io/mcp · website · measurements and details
Matchmaker Frankfurt Reliable (measured) · 100% over 6 checks Does the job (tested) · 6/6

Dating-Fotoshooting Frankfurt: Pakete und bestätigte, unverbindliche Anfragen an Mark Olenberg.

MCP endpoint : https://matchmaker-frankfurt.de/mcp · website · measurements and details
Zelta Daily Calorie Target Reliable (measured) · 100% over 42 checks Fails real tasks · 0/42

Daily calorie target to lose, keep or gain weight, plus a weight goal timeline.

MCP endpoint : https://calorie-mcp.zelta.in/mcp · website · measurements and details
Anthony Hunt · SHAART Agency Flaky · 94% over 17 checks Does the job (tested) · 16/16

Read-only pricing, services, contact and blog of a GoHighLevel and AI automation agency (PR)

MCP endpoint : https://www.anthonyhunts.com/api/mcp · website · measurements and details
Product Hunt Data (Official API) Private (key required)

Product Hunt launches, votes, makers, comments via the official API. Pay per result.

MCP endpoint : https://mcp.apify.com/?tools=brenton8907/product-hunt-data · website · measurements and details
Anthony Hunt · SHAART Agency docs Flaky · 94% over 17 checks Does the job (tested) · 16/16

Search anthonyhunts.com and read any page as Markdown: GoHighLevel and AI automation guides

MCP endpoint : https://www.anthonyhunts.com/api/mcp/docs · website · measurements and details
Execute context-targeting-oracle-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for context-targeting-oracle-mcp.

MCP endpoint : https://api.m2mcent.com/context-targeting-oracle-mcp/sse · measurements and details
Makefile target count, body discarded Not measured yet

Makefile target count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/makefile-ok/mcp · website · measurements and details
Model Lab Not measured yet

Draws rigged game gun models in Blender from parameters, checked against the real gun

Package pypi : modellab-mcp · website · measurements and details
TARGET Checklist MCP Not measured yet

Score how completely a target-trial-emulation study reports what the TARGET guideline requires.

Package pypi : target-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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