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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
19,913measured
6,428proven reliable
Audio Calibration MCP Not measured yet

Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.

Package mcpb : https://github.com/daredoole/audio-calibration-mcp/releases/download/v0.2.0-beta.1/audio-calibration-mcp-0.2.0-beta.1.mcpb · website · measurements and details
orbator-mcp Being measured · 100% over 2 checks

AI visibility checks, software recommendations and tool comparisons from measured AI answer data

MCP endpoint : https://api.orbator.io/api/mcp · website · measurements and details
measure-space-mcp-server Not measured yet

MCP server for weather, climate, air quality, agriculture, pollen and geocoding from measurespace.io

Package npm : @measurespace/measure-space-mcp-server · website · measurements and details
measure-mcp Not measured yet

AI tape measure: cookware capacity, recipe scaling, room fit, Amazon FBA size tiers, moving volume.

Package pypi : measure-mcp · website · measurements and details
council-signal-mcp Not measured yet

Signed AI measurement (13-axis, deterministic judge). Measurement, not certification; monitored cont

Package pypi : council-signal-mcp · website · measurements and details
Measure Private (key required)

Get to the root cause of mobile app crashes, errors & slow traces with Measure MCP

MCP endpoint : https://agent.measure.sh/mcp · website · measurements and details
green-mcp Not measured yet

Measure a program's CPU energy and LLM tokens, then refactor it cheaper. Measure, never estimate.

Package pypi : green-mcp · website · measurements and details
mcp.deepwiki.com Reliable (measured) · 100% over 44 checks

Submitted for measurement by an agent via check_reliability.

MCP endpoint : https://mcp.deepwiki.com/mcp · measurements and details
protogen Reliable (measured) · 100% over 41 checks

MCP CAD services; bundles with SmartScale (measure to CAD).

MCP endpoint : https://mcp.viridisconservation.com/protogen/mcp · website · measurements and details
Vouch Reliable (measured) · 100% over 42 checks

Vouch — independently measured reliability scores for MCP tools, not self-reported claims.

MCP endpoint : https://vouch.tools/api/mcp · website · measurements and details
Buron Private (key required)

Marketing-measurement MCP: dashboards, cross-channel queries, integrations, and knowledge files.

MCP endpoint : https://app.buron.ai/api/mcp · website · measurements and details
mcp Flaky · 88% over 8 checks

Price-action reads with measured accuracy: day-type odds, breakouts, public scoreboard

MCP endpoint : https://api.maddog.finance/mcp · website · measurements and details
Council of AI GSPC Flaky · 88% over 8 checks Does the job (tested) · 7/7

Independent AI-governance measurement MCP. Free reads + x402 evidence. Measurement not cert.

MCP endpoint : https://councilof.ai/mcp · website · measurements and details
Measured data: Claude Code and the coding-agent market Reliable (measured) · 100% over 3 checks

Measured weekly data on Claude Code and coding agents: costs, plugins, MCP registry, npm, HN, issues

MCP endpoint : https://agentexchange.work/data/mcp · website · measurements and details
Ooni Being measured · 0% over 1 checks

OONI MCP — internet censorship & website reachability measurements from the

MCP endpoint : https://gateway.pipeworx.io/ooni/mcp · website · measurements and details
Paid MCP Metering Being measured · 0% over 1 checks

Metered MCP tools: free discovery over MCP; per-call execution settled in USDC via x402 v2.

MCP endpoint : https://paid-mcp-metering-clsiojdd7-benlafreniere6-3913s-projects.vercel.app/mcp · website · measurements and details
mcp Private (key required) · 0% over 1 checks

Praxis: published trading strategies re-run and audited — verdicts, claimed vs measured stats.

MCP endpoint : https://mcp.market-graphs.com/mcp · website · measurements and details
Pfeiffer Vacuum Gauge Controller Not measured yet

MCP server for Pfeiffer Vacuum TPG 361/362/366 and TPG 261/262 gauge controllers.

Package pypi : labmcp-pfeiffer-tpg · website · measurements and details
nullary Flaky · 96% over 27 checks Does the job (tested) · 25/25

Negative results intelligence for drug discovery — query measured failures via MCP.

MCP endpoint : https://mcp.nullary.ai/mcp · website · measurements and details
Openaq Being measured · 0% over 1 checks

OpenAQ MCP — global air-quality measurements via the OpenAQ v3 API.

MCP endpoint : https://gateway.pipeworx.io/openaq/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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