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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
Signal Band decision engines Reliable (measured) · 100% over 26 checks

Evidence-weighted decision engines: AI business cases, venture readiness, free soundchecks.

MCP endpoint : https://signalband.net/mcp · website · measurements and details
mcp-career-change-signal-engine Not measured yet

Watch your contacts and get back only job changes: leavers, landings, replacements, new hires.

Package npm : @mambalabsdev/mcp-career-change-signal-engine · website · measurements and details
Arsenal Decision Engine Flaky · 89% over 9 checks

R_net LP risk evaluator for DeFAI agents. IL + Breakeven Corridor O(1). L402 Lightning paywall.

MCP endpoint : https://api.arsenal-quant.com/mcp · website · measurements and details
Context Engine Not measured yet

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

Package pypi : melonelish-context-engine · website · measurements and details
CustomsBridge TARIC Engine Reliable (measured) · 100% over 41 checks

Deterministic HS6/TARIC customs resolution engine and bilingual FTS5 nomenclature API (UNE Node 04).

MCP endpoint : https://customs.une.education/mcp.php · website · measurements and details
LexQ Private (key required)

The Decision Operations Platform for engineering teams

MCP endpoint : https://mcp.lexq.io/mcp · website · measurements and details
Smoke Signal Not measured yet

Phone notifications and phone-answered questions for AI agents: notify and decision-request tools.

Package mcpb : https://github.com/smoke-signal-app/agent-plugin/releases/download/v0.4.2/smoke-signal.mcpb · website · measurements and details
VARRD — Statistically Validated Trading Edges + AI Research Engine Flaky · 93% over 15 checks Fails real tasks · 0/14

Validated trading edges across futures, equities, crypto. Live signals, full audit trail.

MCP endpoint : https://app.varrd.com/mcp · website · measurements and details
ModelPilot Execution Decision Engine Private (key required)

Policy-aware AI execution, verification, cost, and trajectory evidence for agents.

MCP endpoint : https://modelpilot.andycywu.cc/mcp · website · measurements and details
Uphealth Signal Being measured · 100% over 2 checks

The adaptive health-messaging engine for apps and agents. Federally-sourced. Not medical advice.

MCP endpoint : https://mcp.uphealth.us/mcp · website · measurements and details
BPE (Bitcoin Pricing Engine) Not measured yet

Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, funding skew, briefings.

Package npm : @bxetech/bpe-mcp · website · measurements and details
Summit53 Revenue Engine Private (key required)

Revenue Engine for scoped diagnosis, action planning, execution, and Figure-Eight value evidence.

MCP endpoint : https://api.summit53.io/mcp · website · measurements and details
Execute catalog-engine-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for catalog-engine-mcp.

MCP endpoint : https://api.m2mcent.com/catalog-engine-mcp/sse · measurements and details
Guardian Engine Flaky · 67% over 3 checks Real task being tested · 2/2

Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.

MCP endpoint : https://api.kaimeilabs.dev/mcp · website · measurements and details
calc.engineer Being measured · 0% over 1 checks

88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.

MCP endpoint : https://calc.engineer/mcp · website · measurements and details
Solvion Heating Energy Engineering Being measured · 0% over 1 checks

Heating, ventilation and energy engineering calculations and diagnostics for AI agents.

MCP endpoint : https://solvion.ru/wp-json/solvion-agent/v1/mcp · website · measurements and details
Tomorrow Lives Engines Being measured · 100% over 2 checks

Reproducible, IP-clean assets for agents: seven engines, from print designs to voice and video.

MCP endpoint : https://tomorrowlives.com/api/agents/mcp · website · measurements and details
Production Engine Private (key required)

Production management for commercial film and photo companies: jobs, budgets, crew and invoices.

MCP endpoint : https://production-engine.com/api/mcp · website · measurements and details
EngScript Engineering MCP Flaky · 91% over 11 checks

Engineering calculation MCP server for oil and gas engineering applications.

MCP endpoint : https://engscript.com/mcp · measurements and details
Phos Analytics Engine Being measured · 0% over 1 checks

Sales analytics, ML forecasting, customer segmentation, and trend analysis.

MCP endpoint : https://ae.phos.nz/mcp/ · 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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