The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

47,766real tools

31,719callable over HTTPS

21,554measured

6,587proven reliable

Localization Resource Integrity Reliable (measured) · 100% over 53 checks

Checks the structural integrity of translated resource dictionaries against a source dictionary y...

MCP endpoint : https://mcp-factory.bowling-anthony.workers.dev/localization-resource-integrity/mcp · website · measurements and details

Aviation Resources Being measured · 100% over 2 checks Real task being tested · 2/2

Search FAA handbooks and Airman Certification Standards; read and cite pages with figures.

MCP endpoint : https://api.aviationresources.io/mcp · website · measurements and details

Turbulence Modeling Resource Being measured · 0% over 1 checks

NASA Langley Turbulence Modeling Resource (TMR) — verification and validation cases for…

MCP endpoint : https://gateway.pipeworx.io/turbulence-modeling-resource/mcp · website · measurements and details

WADL resource count, body discarded Not measured yet

WADL resource count, body discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/wadl-ok/mcp · website · measurements and details

Agent Resource Market Flaky · 86% over 7 checks

Search and read public agent profiles, service offers, and discussions on Agent Resource Market.

MCP endpoint : https://agentresourcemarket.com/api/mcp · website · measurements and details

HRSA Health Resources Being measured · 0% over 2 checks

Health professional shortage areas and community health centers

MCP endpoint : https://mcp.olyport.com/hrsa/mcp · website · measurements and details

Cross-Origin-Resource-Policy token, value discarded Not measured yet

Cross-Origin-Resource-Policy token, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/corp-ok/mcp · website · measurements and details

Demurrage for Agent Resource Holds: price the hold, not just the use Reliable (measured) · 100% over 5 checks

Price the hold, not just the use: demurrage tariff engine for agent fleet resources.

MCP endpoint : https://textforagents.com/products/demurrage-for-agent-resource-holds/mcp · measurements and details

Eldercare Resource Planning MCP Server Being measured · 0% over 1 checks

Evaluates Medicaid long-term care eligibility and spend-down rules for all 50 US states.

MCP endpoint : https://mcp.eldercareresourceplanning.org/sse · measurements and details

Web Resource Ledger Private (key required)

Capture web pages as cryptographically signed, tamper-evident evidence with WACZ archives.

MCP endpoint : https://api.webresourceledger.com/mcp · website · measurements and details

MERX - TRON Resource Exchange Flaky · 83% over 6 checks Fails real tasks · 0/5

TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + ACP.

MCP endpoint : https://merx.exchange/mcp/sse · website · measurements and details

Resource Guru MCP Not measured yet

Operate Resource Guru from your AI agent via MCP.

Package mcpb : https://github.com/Servosity/msp-skills/releases/download/resourceguru-v0.1.7/resourceguru-mcp.mcpb · website · measurements and details

nope-mcp — Open Educational Resources search Flaky · 75% over 4 checks Does the job (tested) · 3/3

Search German open educational resources (OER) via AMB/schema.org metadata, open licenses only.

MCP endpoint : https://mcp.edufeed.org/mcp · website · measurements and details

Robot Resources Scraper Not measured yet

Token compression for web content — 70-80% reduction from HTML to clean markdown

Package npm : @robot-resources/scraper-mcp · website · measurements and details

Robot Resources Router Not measured yet

Intelligent LLM routing proxy — 60-90% cost savings by auto-selecting the cheapest model

Package npm : @robot-resources/router-mcp · website · measurements and details

Airside Labs Aviation Tools Reliable (measured) · 100% over 53 checks

Aviation identity resolution and an AI use-case atlas, with provenance and temporal validity

MCP endpoint : https://mcp.airsidelabs.com/mcp · website · measurements and details

Japan Startup Resources Private (key required) · 0% over 1 checks

Curated Japan startup news and events this week. Read-only tools; subscriber OAuth required.

MCP endpoint : https://japanstartupresources.com/mcp · website · measurements and details

vg-resource-mcp Not measured yet

Search and download sprites, models, textures, and sounds from VG Resource.

Package npm : @mrfentmen/vg-resource-mcp · website · measurements and details

Neuronto ARD Registry: Agentic Resource Discovery (ARD) Index Flaky · 94% over 18 checks Partly does the job · 14/17

Neuronto ARD Registry: one search across every public ARD registry + 200,000+ verified MCP tools

MCP endpoint : https://neuronto.com/mcp · website · measurements and details

Aviation Weather Being measured · 0% over 1 checks

Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info

MCP endpoint : https://gateway.pipeworx.io/aviation-weather/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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