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Cert Atlas

Cert Atlas

@hans6883Data & Analytics1PythonMITUpdated 1w ago

Search 1,580 certification exam blueprints: domains, scoring, prerequisites, compare. No API key.

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Cert Atlas

The open index of certification exam blueprints.

License: MIT Exams Certifying bodies Format Browse online

1,562 exams. 217 certifying bodies. Structured, machine-readable JSON sourced from official exam guides and certification pages.

๐Ÿ”Ž Browse: atlas.quizforge.ai ย ยทย  ๐Ÿ“ฆ Use: data/index.json ย ยทย  ๐Ÿ“‹ Data Package: datapackage.json ย ยทย  ๐Ÿค– For LLMs: llms.txt

Whether you're building a study app, planning your next certification, or researching exam requirements -- this is the most complete open dataset of exam blueprints available.

What's inside

Every exam file includes the structural blueprint published by the certifying body:

  • Exam domains, objectives, and topic weights
  • Passing scores, question counts, and time limits
  • Pricing, registration links, and testing center info
  • Prerequisites, retake policies, and renewal requirements
  • Available languages and proctoring options
  • Official study resources and objective URLs

No proprietary questions. No scraped content. Just the publicly available exam structure, consolidated and normalized.

Quick start

Browse by vendor:

data/
  aws/
    aws-cloud-practitioner-clf-c02.json
    aws-solutions-architect-associate-saa-c03.json
    ...
  microsoft/
    microsoft-az-104.json
    microsoft-az-900.json
    ...
  comptia/
    comptia-security-plus-sy0-701.json
    comptia-a-plus-core1-220-1101.json
    ...

Or use the master index:

# All exams
cat data/index.json | jq '.exams | length'
# 1562

# All AWS exams
cat data/index.json | jq '[.exams[] | select(.certifying_body == "AWS")]'

# Exams with 4+ domains
cat data/index.json | jq '[.exams[] | select(.domains >= 4)]'

Coverage

Certifying BodyExams
DMV / State Driver Licensing51
Microsoft45
College Board44
DSST38
CLEP34
Salesforce32
NCEES29
ServiceNow27
FINRA26
SAP20
AAPC20
Oracle19
CompTIA16
Google Cloud16
AWS15
PeopleCert (AXELOS)15
...and 201 more

Full vendor directory: data/vendors.json

Data completeness across all 1,562 exams:

FieldCoverage
Domain breakdowns95% (1,477)
Passing score73% (1,132)
Duration82% (1,279)
Pricing87% (1,357)
Sample questionsnot included (see below)

Schema

Each exam file follows this structure:

{
  "exam_id": "comptia-security-plus-sy0-701",
  "exam_name": "CompTIA Security+",
  "exam_code": "SY0-701",
  "certifying_body": "CompTIA",
  "source_url": "https://www.comptia.org/certifications/security",

  // Exam logistics
  "passing_score": 750,
  "passing_score_scale": "100-900",
  "total_questions": 90,
  "duration_minutes": 90,
  "exam_price_usd": 404.00,
  "question_types": ["Multiple Choice", "Performance-Based"],

  // The blueprint
  "domains": [
    {
      "id": "1.0",
      "name": "General security concepts",
      "weight_percent": 12.0,
      "objectives": [
        {
          "id": "1.1",
          "title": "Security controls",
          "sub_objectives": ["comparing technical, preventive, ..."]
        }
      ]
    }
  ],

  // Registration and policies
  "prerequisites": [...],
  "retake_policy": { "waiting_period_days": 14, ... },
  "testing_centers": [...],
  "online_proctoring_available": true,
  "certification_validity_years": 3,
  "renewal_required": true,
  "available_languages": ["English", "Japanese", ...],

  // Resources
  "official_objectives_url": "https://...",
  "official_study_resources": [...],

  // Aliases for lookup
  "aliases": ["security+", "sy0-701", "sec+", ...],

  // Practice
  "practice_url": "https://quizforge.ai/tests/comptia-security-plus-sy0-701"
}

Use cases

Building a study app? Use data/index.json to list exams and domains to build topic-based study plans.

Comparing certifications? Pull duration_minutes, exam_price_usd, total_questions, and passing_score across vendors.

Tracking your certification path? Use prerequisites to map out dependencies between exams.

Researching exam difficulty? Cross-reference passing_score, total_questions, and duration_minutes.

Grounding an AI assistant or agent? Cert Atlas is clean, factual, source-linked structured data โ€” ideal for RAG / grounding so an LLM can accurately answer "what does the AWS Solutions Architect exam cover?", "what are the CISSP prerequisites?", or "how is CompTIA Security+ weighted by domain?" The site ships an llms.txt manifest, and each index entry carries a practice_url to a matching practice exam.

MCP server

Want agents to query Cert Atlas directly, in context? The mcp/ directory ships a Model Context Protocol server โ€” cert-atlas-mcp โ€” that exposes the dataset to Claude, Cursor, and any MCP client. Read-only, no API key.

ToolWhat it does
search_examsKeyword search across all 1,562 blueprints, optional body/vendor filter
get_exam_blueprintFull blueprint for one exam: domains + weights, scoring, prerequisites, renewal
compare_examsCompare 2โ€“8 exams side by side (questions, duration, passing score, price, validity)
list_certifying_bodiesAll 217 certifying bodies with exam counts
cd mcp && npm install && npm run build

It reads the local data/ JSON when run from this repo, or fetches the published dataset from GitHub when installed standalone โ€” so it's always in sync. See mcp/README.md for setup.

How this data was collected

Each blueprint was sourced from the certifying body's official exam guide, certification page, or published PDF. The source_url field in every exam file links to the original source. No third-party question banks or proprietary content were used.

Data was collected and structured by QuizForge, a certification exam prep platform.

Contributing

Found an outdated exam or missing certification? Contributions welcome.

  • Update an exam: Edit the JSON file and submit a PR with a link to the updated official source.
  • Add a new exam: Create a JSON file following the schema above. Include the source_url.
  • Report an issue: Open an issue with the exam name and what needs correcting.

Please include the official source URL for any additions or changes.

License

This dataset is released under the MIT License. The exam blueprints themselves are factual information published by their respective certifying bodies. This project consolidates and structures that information for programmatic use.

Browse online

atlas.quizforge.ai -- searchable, rendered exam blueprints with domain breakdowns and study resources.

Acknowledgments

Maintained by QuizForge -- free certification practice exams for 1,500+ exams.