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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
Found17 Reliable (measured) · 96% over 28 checks Fails real tasks · 0/27

Public web tools for agents: product extraction, claim checks, webpage QA and ranked audits.

MCP endpoint : https://found17.com/mcp · website · measurements and details
FoundMoney Reliable (measured) · 100% over 43 checks

Search open US class-action settlements to claim + official free state unclaimed-money portals.

MCP endpoint : https://found-money.dropwatchhq.com/mcp · website · measurements and details
HTTP 302 found Not measured yet

Meaning of HTTP 302.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/http-302/mcp · website · measurements and details
HTTP 404 not-found Not measured yet

Meaning of HTTP 404.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/http-404/mcp · website · measurements and details
Stonewake Flaky · 86% over 7 checks Fails real tasks · 0/5

Seventeen read only tools over cited company, portfolio and country data for bank credit desks.

MCP endpoint : https://mcp.stonewake.ai/mcp · website · measurements and details
sf-mcp Not measured yet

Reddit outreach at scale — find prospects, send 1000s of DMs/day, and manage your CRM via AI agents.

Package pypi : sf-mcp · website · measurements and details
found-by-ai-monitor Flaky · 83% over 6 checks Does the job (tested) · 5/5

Live AI visibility measurements from Are you found by AI?, queryable by your own AI.

MCP endpoint : https://areyoufoundbyai.com/mcp/demo · website · measurements and details
Clearlydefined Being measured · 0% over 1 checks

ClearlyDefined — the licence, copyright attribution and provenance actually found inside an…

MCP endpoint : https://gateway.pipeworx.io/clearlydefined/mcp · website · measurements and details
agentready Reliable (measured) · 100% over 7 checks

Can ChatGPT, Claude and Perplexity reach and read a website? Score, problems found and fixes.

MCP endpoint : https://agentready.agentready.workers.dev/mcp · website · measurements and details
Agent Beacon Flaky · 67% over 3 checks Real task being tested · 2/2

Report capabilities needed and not found. Requests aren't fulfilled.

MCP endpoint : https://beacon.sophomath.com/mcp · website · measurements and details
latex-submission-lint Not measured yet

Seventeen rules on your .tex file: the statements the editorial office looks for, and the source tha

Package npm : @readystack/latex-submission-lint · website · measurements and details
fugentic Being measured · 50% over 2 checks

Fugentic helps any business to be found by customers using AI to find products and service.

MCP endpoint : https://fugentic.mcp.fugentic.ai/mcp · website · measurements and details
Witness Being measured · 100% over 2 checks

Production proofs for breaking JSON Schema/MCP changes; UNKNOWN/NO_WITNESS_FOUND not compatible.

MCP endpoint : https://witness-contractwitness-production.witness-test.workers.dev/mcp · measurements and details
cytado Private (key required)

Real academic citations with printed page numbers - verified sources or an honest not-found.

MCP endpoint : https://cytado.com/api/mcp · website · measurements and details
Swiss NewCo Feed Reliable (measured) · 100% over 23 checks

Daily feed of new Swiss companies from the SHAB gazette, with website and email where found.

MCP endpoint : https://swissnewco.tollwyn.com/mcp · measurements and details
mcp-alegra Not measured yet

Alegra — cloud accounting for LATAM (Colombian-founded)

Package npm : @codespar/mcp-alegra · website · measurements and details
Besot: Musician Fashion Resale Flaky · 88% over 8 checks Does the job (tested) · 7/7

Cross-source price compare for clothing musicians designed, wore, or founded. Real listings.

MCP endpoint : https://mcp.besot.com · website · measurements and details
Landfall Reliable (measured) · 100% over 14 checks Does the job (tested) · 14/14

Audit a landing page before paid ads: readiness score, ad pixels found, conversion paths, top fixes.

MCP endpoint : https://landfall-production-74ad.up.railway.app/mcp · website · measurements and details
Mission Museaux Flaky · 96% over 24 checks Does the job (tested) · 23/23

Lost & found pets in France: stray dogs and cats, photo search, shelter adoptions, breeds, advice.

MCP endpoint : https://missionmuseaux.fr/mcp · website · measurements and details
Errata Reliable (measured) · 100% over 43 checks

What is known to be broken in an MCP server or API operation, with the check that found it.

MCP endpoint : https://apidefects.com/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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