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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
19,924measured
6,554proven reliable
GTFS Scorecard Not measured yet

Read-only GTFS transit feed scorecards: grades, plain-language fixes, and history.

Package pypi : gtfs-scorecard · website · measurements and details
agiscorecard-web3-workbench Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

AGI Scorecard Web3 Workbench: ten free deterministic review tools (stablecoin, gas, zkML, agents).

MCP endpoint : https://web3.agiscorecard.com/mcp · website · measurements and details
transitland-mcp-server Not measured yet

Global transit via Transitland v2 — operators, GTFS/GTFS-RT/GBFS feeds, routes, stops, departures.

Package npm : @cyanheads/transitland-mcp-server · website · measurements and details
Transit Land Being measured · 50% over 2 checks Real task being tested · 0/1

Transitland MCP — global GTFS aggregator

MCP endpoint : https://gateway.pipeworx.io/transit-land/mcp · website · measurements and details
college-scorecard-mcp-server Reliable (measured) · 100% over 20 checks Fails real tasks · 0/20

Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes.

MCP endpoint : https://college-scorecard.caseyjhand.com/mcp · website · measurements and details
Mobility Database Being measured · 0% over 1 checks

MobilityData's open catalogue of public-transport feeds — ~4,500 GTFS schedule feeds and ~1,900…

MCP endpoint : https://gateway.pipeworx.io/mobility-database/mcp · website · measurements and details
College Scorecard Reliable (measured) · 100% over 43 checks

Higher education data: tuition, graduation rates, and earnings

MCP endpoint : https://mcp.olyport.com/college-scorecard/mcp · website · measurements and details
agi-scorecard Flaky · 92% over 12 checks Does the job (tested) · 11/11

8 graded AGI-2027 predictions, the 0-100 Thesis Tracker, and a public market-call ledger. Free.

MCP endpoint : https://agiscorecard.com/mcp · website · measurements and details
RentServers.com Being measured · 100% over 1 checks Real task being tested · 1/1

GPU and bare-metal price index, 36-month TCO scorecard, and blind counter-quotes.

MCP endpoint : https://rentservers.com/mcp · website · measurements and details
Rhein-Ruhr Fahrplan MCP Not measured yet

Public transit data for the Rhein-Ruhr region: live departures, trips, disruptions, GTFS schedules.

Package pypi : rhein-ruhr-fahrplan-mcp · website · measurements and details
UFCalendar Fight API — MMA MCP server Flaky · 88% over 8 checks

Fight API MCP: UFC, PFL, BKFC, RIZIN, OKTAGON events, results, stats, rankings, judges scorecards.

MCP endpoint : https://api.ufcalendar.com/mcp · website · measurements and details
Gonkbot Private (key required)

Log golf rounds in ChatGPT/Claude; scorecards, trends, unofficial WHS math.

MCP endpoint : https://gonkbot.com/mcp · website · measurements and details
college-scorecard-mcp Not measured yet

US college data from the College Scorecard API. No key required.

Package npm : college-scorecard-mcp · website · measurements and details
DimensionKit Scorecards Private (key required)

Build and publish scorecards, assessments, and scored surveys. Preview drafts and read submissions.

MCP endpoint : https://app.dimensionkit.com/mcp · website · measurements and details
market-data-analyzer Not measured yet

Stock technical analysis (SMA, RSI, MACD), portfolio tracking, crypto analysis, screening

Package npm : market-data-analyzer · website · measurements and details
GolfCore Reliable (measured) · 100% over 3 checks Fails real tasks · 0/3

AI caddie and flag distances for Premium golfers, plus course maps and tee-specific scorecards.

MCP endpoint : https://mcp.golfcore.org/mcp · website · measurements and details
mcp-scorecard Not measured yet

Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.

Package npm : mcp-scorecard · website · measurements and details
MetricDuck — Financial Analysis Reliable (measured) · 100% over 43 checks

SEC data layer for AI agents — financials, screening, every figure traceable to its filing.

MCP endpoint : https://mcp.metricduck.com/mcp · measurements and details
mcp Private (key required)

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.

MCP endpoint : https://mcp.scorecard.io/mcp · website · measurements and details
mcp-scorecard-mcp Not measured yet

Score any MCP server against a 100-point production-readiness rubric (static AST + PyPI +...

Package pypi : mcp-scorecard-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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