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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
Jagent Reliable (measured) · 100% over 37 checks Fails real tasks · 0/37

Grade essays, check resumes, and ask typed yes/no, choice and rubric questions, powered by Jev.

MCP endpoint : https://jev-agent.com/api/mcp · website · measurements and details
Fiveable for AP Teachers Being measured · 100% over 2 checks Real task being tested · 2/2

AP rubric grading, assignment drafts, question-bank materials, and class insights for teachers.

MCP endpoint : https://fiveable.me/api/mcp/teacher · 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
VaultRubric Flaky · 88% over 8 checks Does the job (tested) · 7/7

Sourced, scored comparisons of crypto exchanges, wallets, savings accounts and brokerages.

MCP endpoint : https://vaultrubric.com/mcp · website · measurements and details
The Grant Readiness Checklist | The Document Pro Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Assess your nonprofit's grant readiness with The Grant Readiness Checklist by the Nonprofit Lau

MCP endpoint : https://grantreadinesschecklist.com/api/mcp · website · measurements and details
rubrkit Flaky · 90% over 10 checks

MCP-native AI evaluation: rubric audits, eval suites, and proof reports for AI/LLM output.

MCP endpoint : https://www.rubrkit.com/api/v1/mcp · website · measurements and details
onboarding Being measured · 100% over 2 checks

New-hire onboarding: role-based task templates, day-one to day-ninety checklists, completion.

MCP endpoint : https://mcp.zovo.one/mcp/onboarding · 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
Agent deliverable verification: acceptance criteria vs evidence Reliable (measured) · 100% over 43 checks

Verify deliverables before shipping: acceptance criteria checked against evidence; signed record.

MCP endpoint : https://nodcheck.com/mcp · website · measurements and details
brightspace Not measured yet

D2L Brightspace MCP server: courses, grades, rubrics, feedback, course files, calendar. Multi-auth.

Package npm : brightspace-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
PulseLake Process Assessment Private (key required)

Process assessments: question packs, multi-respondent sessions, validation and result packages

MCP endpoint : https://ai-consultants.pulselake.co/oauth/process-assessment · 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
Eval Engine API Being measured · 0% over 1 checks

Pay-per-call AI evaluation MCP server. Score LLM outputs against benchmark rubrics via Workers AI.

MCP endpoint : https://eval.zuluworksai.com/mcp · website · measurements and details
GBU Compliance Reliable (measured) · 100% over 43 checks

German Gefaehrdungsbeurteilung: assess against the ArbSchG s5(3) checklist and build the s6 record.

MCP endpoint : https://gbu-compliance.rowb.app/mcp · website · measurements and details
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
checklist.day Registry Being measured · 0% over 1 checks

Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.

MCP endpoint : https://mcp.checklist.day/sse · website · measurements and details
just-signal Reliable (measured) · 100% over 43 checks

Keyless MCP for Just Signal: live quotes, report publishing, scorecard, and Chophouse panel grades.

MCP endpoint : https://www.ou-reports.com/api/mcp.php · website · measurements and details
College Scorecard Being measured · 0% over 1 checks

College Scorecard MCP — US Department of Education College Scorecard API

MCP endpoint : https://gateway.pipeworx.io/college-scorecard/mcp · website · measurements and details
GermanExam.pro Reliable (measured) · 100% over 6 checks Does the job (tested) · 6/6

Grades German C1 exam writing (TestDaF, DSH, Goethe C1, telc C1) against the official rubrics.

MCP endpoint : https://www.germanexam.pro/api/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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