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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
PolarJay Reliable (measured) · 100% over 27 checks

Facts, prices and FAQ for PolarJay, which tracks what AI assistants say about a company.

MCP endpoint : https://polarjay.com/api/mcp · website · measurements and details
arctic Being measured · 100% over 2 checks

Read Robinhood Chain live: scan a token, trace its deployer, list new launches.

MCP endpoint : https://www.arctic.qpon/api/mcp · website · measurements and details
reddit-mcp Not measured yet

Keyless MCP server for Reddit search via Arctic Shift: posts and comments by subreddit and query.

Package npm : @mrfentmen/reddit-mcp · website · measurements and details
Light: Download + OCR Being measured · 0% over 1 checks

Light: Download + OCR, official-source lookup. Platform-hosted, pay per query with prepaid credit.

MCP endpoint : https://api.mcp.ai/p_contas_light_download_ocr · website · measurements and details
Light: Download Flaky · 97% over 39 checks Fails real tasks · 0/38

Light: Download, official-source lookup. Platform-hosted, pay per query with prepaid credit.

MCP endpoint : https://api.mcp.ai/p_contas_light_download · website · measurements and details
Little Green Light MCP by usefulapi Being measured · 100% over 2 checks

Search Little Green Light donors, gifts, notes and memberships, and add gifts and contact reports.

MCP endpoint : https://little-green-light.usefulapi.io/mcp · website · measurements and details
Light-years to kilometers, number discarded Not measured yet

Light-years to kilometers, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/ly-km/mcp · website · measurements and details
Parsecs to light-years, number discarded Not measured yet

Parsecs to light-years, number discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/pc-ly/mcp · website · measurements and details
Charlotte Area Transit (CATS) Private (key required)

CATS bus and light rail trip planning, live arrivals, timetables, routes, and service alerts

MCP endpoint : https://queenscoach.adamwanninger.com/mcp · website · measurements and details
CertScore.ai MCP Light Flaky · 75% over 4 checks

Free website privacy scanner for pre-consent cookies, trackers, consent, policy, and HTTPS/TLS.

MCP endpoint : https://mcp.certscore.ai/mcp/light · website · measurements and details
MCP Light Memory Not measured yet

Local-first persistent memory for coding agents and MCP clients.

Package mcpb : https://github.com/PeterPirog/mcp-light-memory/releases/download/v1.8.1/mcp-light-memory-1.8.1.mcpb · website · measurements and details
Light: Download via CEP Flaky · 91% over 11 checks Fails real tasks · 0/10

Light: Download via ZIP code, official-source lookup. Platform-hosted, pay per query with prepaid cr

MCP endpoint : https://api.mcp.ai/p_contas_light_download_cep · website · measurements and details
Light: Download via CEP + OCR Flaky · 97% over 39 checks Fails real tasks · 0/38

Light: Download via ZIP code + OCR, official-source lookup. Platform-hosted, pay per query with prep

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

Iranian lighting supplier directory: products, brands, and a bilingual Persian/English taxonomy.

MCP endpoint : https://www.cbest.ir/lighting/api/mcp · website · measurements and details
HomeAssistant-Light-MCP Not measured yet

Control Home Assistant lights and scenes. Lights only by design for safety.

Package npm : ha-mcp-server · website · measurements and details
Hookjar Reliable (measured) · 100% over 3 checks

Public webhook inboxes for agents. Receive OAuth redirects, payment callbacks and CI notifications.

MCP endpoint : https://comiza.lighting/mcp · website · measurements and details
LIGHTS OUT WORKS Capability Search Flaky · 80% over 5 checks Does the job (tested) · 4/4

Evidence-labeled Method search for AI Agents; optional contributor and Gateway discovery.

MCP endpoint : https://lightsoutworks.org/mcp · website · measurements and details
Agentwatch Being measured · 100% over 2 checks

Check if ChatGPT, Claude and Perplexity can reach, read and quote a website.

MCP endpoint : https://comiza.lighting/agentwatch/mcp · website · measurements and details
Light Horse Securities Private (key required)

Agentic brokerage access to a US brokerage account: quotes, orders, positions, cash and documents.

MCP endpoint : https://portal.lighthorse.io/mcp · website · measurements and details
MarsDawn Not measured yet

Export Markdown to PDF and open it in the MarsDawn app on macOS, with the marsdawn CLI.

Package mcpb : https://github.com/redtear1115/marsdawn-mcp/releases/download/v0.2.4/marsdawn.mcpb · 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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