Open-source platform combining product analytics, session replay, A/B testing, and feature flags in one toolkit for product engineers.
Ora AI

About Ora AI
Ora is a platform designed to evaluate and improve how well websites and MCP servers interact with AI agents. It provides a ranking system that measures agent experience, helping organizations assess their readiness for AI-driven interactions. Users can scan domains or MCP server URLs to receive detailed feedback on how effectively agents can discover and utilize site features. The tool offers insights into agent tools, AI & ML capabilities, developer tools, and more, with a public leaderboard showing comparative rankings across various categories. Ora also provides an API for integration and continuous monitoring of agent compatibility, enabling developers and businesses to optimize their digital properties for emerging AI workflows.
Key features
- Domain and MCP server URL scanning for agent compatibility
- Agent experience ranking with comparative leaderboard
- REST API access for automated audits and monitoring
- MCP server integration for direct agent feedback
- Detailed breakdown of agent tools and capabilities
- Public methodology and research documentation
- Unlimited score lookups in the free tier
Use cases
- Evaluating website readiness for AI agent interactions
- Benchmarking agent compatibility against industry standards
- Integrating agent-readiness checks into CI/CD pipelines via API
Pros
- Provides objective agent-readiness scoring for websites and MCP servers
- Offers a public leaderboard for benchmarking against competitors
- Includes API access for automated scanning and integration
- Delivers detailed feedback on agent tool compatibility and performance
- Free tier available with unlimited score lookups and API access
Cons
- Limited to agent-readiness assessment and does not generate content
- Scans are rate-limited by IP address in the free tier
- Requires technical knowledge to interpret and act on audit results
Frequently asked questions about Ora AI
What does Ora do?
Ora audits websites and MCP servers to measure how well AI agents can discover and use them, providing a readiness score and ranking.
Who is Ora for?
Developers, businesses, and organizations looking to optimize their digital properties for AI agent interactions and MCP server compatibility.
How does Ora work?
Users input a domain or MCP server URL, and Ora scans it to assess agent experience, returning a score and detailed feedback on compatibility.
Does Ora offer an API?
Yes, Ora provides a full REST API for automated scanning, integration, and continuous monitoring of agent readiness.
Is Ora free to use?
Ora offers a free tier with unlimited score lookups, API access, and MCP server integration, though scans are rate-limited by IP.
How can I get started with Ora?
Visit the Ora website, enter a domain or MCP server URL to scan, and review the agent-readiness score and feedback provided.
Ora AI Website Engagement
Last Update: 9 days ago
Monthly Traffic
Traffic Sources
Traffic Share By Country
- United States22.4%
- India14.5%
- Russia8.6%
- Canada7.9%
- Germany6%