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API AI Readiness Scorecard

API AI Readiness Scorecard

Is your API ready for AI agents? Get an AI readiness score

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Launched June 4, 2026
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About API AI Readiness Scorecard

API AI Readiness Scorecard by Jentic is a free, open-source tool designed to evaluate how well an API is prepared for integration with AI agents. By analyzing an OpenAPI specification across six key dimensions—compliance, developer experience, agent readiness, usability, security, and discoverability—it provides a comprehensive AI readiness score. This makes it an invaluable resource for API developers, product teams, and AI integrators aiming to optimize their APIs for the rapidly evolving landscape of AI-powered agents. Its dual interface options—a CLI and web UI—offer flexibility for different workflows, while the single-score output simplifies decision-making and highlights specific areas for improvement. Being open-source and freely accessible, it encourages widespread adoption and community-driven enhancements, making it a standout tool for anyone looking to future-proof their APIs for AI integration.

Screenshots

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Pros

  • ✓Open-source and free, encouraging collaboration and customization
  • ✓Provides a clear, single AI readiness score with actionable insights
  • ✓Supports both CLI and web UI for flexible usage
  • ✓Focuses on multiple critical dimensions relevant to AI integration
  • ✓Easy to integrate into existing development workflows

Cons

  • ✗Limited to OpenAPI specifications, may not cover all API types
  • ✗Lacks detailed guidance beyond scoring for specific issues
  • ✗Community and user base might be small given its niche focus

Use Cases

1Assessing API readiness before launching AI-powered features
2Conducting regular API audits to maintain AI compatibility
3Guiding API improvements to meet AI agent requirements
4Onboarding new developers with clear API health metrics
5Preparing APIs for integration with conversational AI platforms
6Ensuring security and discoverability standards are met for AI use

Pricing

Free and open source under the Apache 2.0 license, with no associated costs for usage or access.

Quick Info

Category💻 Developer Tools
Upvotes0
Comments1
Launched6/4/2026

Topics

APIOpen SourceArtificial IntelligenceGitHub

Makers

Vladimir Gorej

Vladimir Gorej

Alternatives

•Swagger Inspector
•Postman API Builder and Validator
•API Security Testing Tools (e.g., OWASP ZAP)
•RapidAPI Marketplace
•OpenAPI Generator

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