Strongest fit
Who it is built for
- Product teams assessing agent readiness
- Developers integrating agent-ready product discovery
- Teams operating websites, APIs, or MCP servers
ora
Scan and rank websites for AI agent readiness
ora is an agent-readiness scanner and product-ranking service. It runs a four-layer audit that scores whether AI agents can discover, understand, use, and pay for a product, and offers an MCP server plus read-only REST API for product discovery and scoring.
ORoraProduct screenshot pending
- Best for
- Product teams assessing agent readiness
- Pricing signal
- USD 0
- Primary category
- Developer tools
- Last verified
- Jul 31, 2026
The decision
Should ora make your shortlist?
Start with the job, the team, and the constraints. Product fit becomes much clearer when those three line up.
Practical use cases
Jobs it can take on
- Run an agent-readiness scan for a domain
- Retrieve a product's score and layer-by-layer results
- Discover products ranked by agent experience
Before you choose
Know the tradeoffs
- Scans can return a partial result while deeper analysis continues asynchronously.
- Agent feedback submission is available exclusively through the MCP server.
Inside the product
What you can actually do with it.
The core product capabilities, grouped around the work they enable.
Deep Scan
ora scans a domain, MCP server, or MCP App URL and returns an agent-readiness score, grade, and layer breakdown.
Product discovery
Its MCP tools can find products for a stated intent and rank them by relevance and agent experience.
Read-only REST API
The REST API exposes discovery, scoring, leaderboard, and feedback retrieval endpoints for integrations.
Typical workflow
Enter a domain or MCP URL to run a readiness scan. ora evaluates the product across its readiness layers and returns a score, grade, and detailed checks; developers can also use its MCP server or REST API to discover and assess products.
Plans and official links
Plans and accessUSD 0.
See the entry price, free access options, company details, and direct vendor destinations in one place.
Starting pointUSD 0
- Based in
- US
Official destinations
Choosing for a real workflow?
Make the tool work with the rest of your operation.
We map the workflow, connect existing systems, choose what to buy, and build what is missing.