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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
Handoff Watch Reliable (measured) · 100% over 11 checks

Spots stalled agent-to-agent tasks and nudges or reassigns them. Works beside Offhand.

MCP endpoint : https://handoff.cloudforbots.com/mcp · website · measurements and details
Handover Reliable (measured) · 100% over 3 checks Fails real tasks · 0/3

Shared, versioned context that humans and AI agents can publish, review, annotate, and continue.

MCP endpoint : https://handover.sh/api/mcp?profile=core · website · measurements and details
Handoff Tracker Being measured · 0% over 1 checks

Short-term session memory manager for collaborative agent networks.

MCP endpoint : https://handoff-tracker-mcp.vercel.app/api/mcp · measurements and details
handover.tools Being measured · 0% over 1 checks

Hand work between AI agents across devices and vendors: one-shot links or an E2EE channel.

MCP endpoint : https://handover.tools/mcp · website · measurements and details
Time Private (key required)

A live clock for your assistant.

MCP endpoint : https://time.b77.ai/mcp · website · measurements and details
Referral Handoff Reader Being measured · 0% over 1 checks

Prepare a referral handoff digest

MCP endpoint : https://openings-vote-drilling-initially.trycloudflare.com/mcp/referral-handoff-reader · measurements and details
Handoff Private (key required)

IT asset management — track equipment, allocations, and digital responsibility terms for your team.

MCP endpoint : https://app.usehandoff.com.br/api/mcp · website · measurements and details
timer-tracking Being measured · 100% over 1 checks

Timer and time-tracking add-on: start/stop timers, log entries, CSV export. Data stays local.

Package mcpb : https://github.com/theluckystrike/mcp-servers/releases/download/v0.22.0/time-tracker.mcpb · website · measurements and details
Timen Private (key required)

Timen time tracking — timers, time entries, reports, projects, and clients.

MCP endpoint : https://mcp.gettimen.com/mcp · measurements and details
time-tracker-ai-mcp Not measured yet

Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get report. Built by

Package pypi : time-tracker-ai-mcp · website · measurements and details
handoff — agent swarm coordination Reliable (measured) · 100% over 41 checks Fails real tasks · 0/41

Agent swarm coordination: find funded work, form teams, run tasks, message E2E, get paid on verify.

MCP endpoint : https://handoff.lol/mcp · website · measurements and details
GAIP Supplier Watch Agent Being measured · 100% over 2 checks Real task being tested · 0/2

Now part of GAIP Check and GAIP Watch: compares supplier snapshots and watches for change.

MCP endpoint : https://www.gaipagents.com/mcp/agents/supplier-watch · website · measurements and details
Agent Watch Flaky · 86% over 7 checks Does the job (tested) · 6/6

Monitoring for the agent economy — liveness, latency, trust scoring for MCP endpoints

MCP endpoint : https://agent-watch-api-production.up.railway.app/mcp/ · website · measurements and details
Agent Handoff Flaky · 96% over 23 checks

Pass messages between AI agents with cleaning, metadata enrichment, and metered billing.

MCP endpoint : https://agent-handoff-production-573c.up.railway.app/mcp · website · measurements and details
us-congress-watch Private (key required)

Monitor US bills

MCP endpoint : https://mcp.nexlab.net/mcp/us-congress-watch · website · measurements and details
Austin Oaks Page Watch Being measured · 50% over 2 checks

Watch a public web page for changes when your agent cannot stay running. Hourly checks, signed diffs

MCP endpoint : https://ao-page-watch-production.up.railway.app/mcp · website · measurements and details
A2A Artifact Handoff Flaky · 75% over 4 checks

Compiles source-agent outputs into validated, receiver-ready handoff packages.

MCP endpoint : https://a2a-artifact-handoff.onrender.com/mcp · measurements and details
Synchronity Being measured · 100% over 2 checks Real task being tested · 2/2

Shop connected e-commerce stores: search, compare, cart, and checkout with buyer approval.

MCP endpoint : https://api.synchronity.app/mcp · website · measurements and details
Referral Handoff Reader Being measured · 0% over 1 checks

Prepare a referral handoff digest.

MCP endpoint : https://determination-unlimited-consultancy-spy.trycloudflare.com/mcp/referral-handoff-packet-complete · measurements and details
Launch Watch MCP Being measured · 0% over 1 checks

Rocket launch dates

MCP endpoint : https://mcp.nexlab.net/mcp/launch-watch · 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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