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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
19,874measured
6,054proven reliable
Business Site Audit Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

Audit a business website for observed crawl and indexing issues with source-linked fixes.

MCP endpoint : https://audit-mcp.blacklabelbots.com/mcp · website · measurements and details
DevPlan MCP Server Being measured · 0% over 1 checks

Transform project ideas into paint-by-numbers development plans with phases, tasks, and subtasks.

MCP endpoint : https://devplan-mcp-server.mike-c63.workers.dev/mcp · website · measurements and details
devplane-site Flaky · 86% over 7 checks Does the job (tested) · 6/6

Read-only MCP access to devplane.dev's public pages, FAQ corpus and comparisons.

MCP endpoint : https://devplane.dev/api/mcp · website · measurements and details
Ace Website MCP Reliable (measured) · 100% over 3 checks

Search and read public Ace pages with source URLs.

MCP endpoint : https://ace-bl.tech/mcp · website · measurements and details
agent-site-audit - website audits for agents Flaky · 89% over 9 checks

Paid website audits for agents: flat JSON, HTML report, deep audit. USDC via x402.

MCP endpoint : https://agent.audito.lat/mcp · website · measurements and details
FlightDB Private (key required)

Aircraft registry search, flight history, and analytics powered by ADS-B Exchange data.

MCP endpoint : https://flightdb.org/mcp · website · measurements and details
Vigil Website MCP Flaky · 88% over 8 checks Partly does the job · 4/7

Search and read public Vigil pages with source URLs.

MCP endpoint : https://blvigil.com/mcp · website · measurements and details
Sunset Website MCP Flaky · 89% over 9 checks Does the job (tested) · 8/8

Search and read public Sunset pages with source URLs.

MCP endpoint : https://sunsetmixing.com/mcp · website · measurements and details
Mags Tack Website MCP Being measured · 0% over 2 checks

Search and read public Mags Tack pages with source URLs.

MCP endpoint : https://magstackonline.com/mcp · website · measurements and details
Website to Markdown Private (key required)

Web pages and whole sites to clean Markdown for RAG and AI agents. Crawls links and sitemaps.

MCP endpoint : https://mcp.apify.com/?tools=sauliusautomatesit/website-content-crawler-api · website · measurements and details
BL Sports Website MCP Being measured · 100% over 2 checks

Search and read public BL Sports pages with source URLs.

MCP endpoint : https://michaelbarber.tech/mcp · website · measurements and details
BlackLabel Tech Website MCP Flaky · 95% over 19 checks Fails real tasks · 0/18

Search and read public BlackLabel Tech pages with source URLs.

MCP endpoint : https://blacklabeltec.com/mcp · website · measurements and details
BL Sign Website MCP Flaky · 95% over 19 checks Fails real tasks · 0/18

Search and read public BL Sign pages with source URLs.

MCP endpoint : https://sign.blacklabeltec.com/mcp · website · measurements and details
Black Label Golf Website MCP Flaky · 98% over 40 checks Does the job (tested) · 39/39

Search and read public Black Label Golf pages with source URLs.

MCP endpoint : https://asgolfclothing.com/mcp · website · measurements and details
Black Label Bots Website MCP Flaky · 75% over 4 checks Does the job (tested) · 3/3

Search and read public Black Label Bots pages with source URLs.

MCP endpoint : https://blacklabelbots.com/mcp · website · measurements and details
Wild Orange Charters Website MCP Flaky · 97% over 39 checks Does the job (tested) · 38/38

Search and read public Wild Orange Charters pages with source URLs.

MCP endpoint : https://wildorangecharters.com/mcp · website · measurements and details
Black Label Continuum Website MCP Flaky · 95% over 19 checks Fails real tasks · 0/18

Search and read public Black Label Continuum pages with source URLs.

MCP endpoint : https://continuum.blacklabelbots.com/agent/mcp · website · measurements and details
Jetopolis Flaky · 86% over 7 checks Does the job (tested) · 5/5

Airline strategy game 1950-2030: live worlds, leaders, historical airlines, aircraft prices

MCP endpoint : https://jetopolis.app/mcp · website · measurements and details
Black Label Operator Website MCP Flaky · 94% over 18 checks Fails real tasks · 0/17

Search and read public Black Label Operator pages with source URLs.

MCP endpoint : https://operator.blacklabelbots.com/agent/mcp · website · measurements and details
Black Water Window Cleaning Website MCP Flaky · 98% over 40 checks Does the job (tested) · 39/39

Search and read public Black Water Window Cleaning pages with source URLs.

MCP endpoint : https://blackwaterwindowcleaning.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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