ora
Description
ora.ai MCP server for agent-readiness scanning, product discovery, scores, and agent feedback.
What our measurements say
ora is a remote MCP server published at mcp.ora.ai. It has been probed 6 times since 9/10/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 597 ms, a delay an agent will notice. It offers a narrow, focused set of 13 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Clear purpose for most tools (e.g., scan_domain, get_leaderboard).
- Verification challenge adds security for feedback submission.
- Leaderboard and product discovery features provide actionable insights.
Weaknesses
- Ambiguous tool names (e.g., list_skills vs. get_skill).
- Descriptions occasionally lack specific use cases (e.g., search_capabilities).
- No explicit parameter schemas or error handling details.
- Potential confusion between scan_domain and run_checks.
list_skills— Name ambiguous between agent and product skills.search_capabilities— Lacks concrete examples of payable tasks.run_checks— No explicit mention of daily budget limits in description.get_score— Overlaps with scan_domain in purpose without clear differentiation.
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — era changed from 'auth-gated' to 'legacy' · transition to legacy era may indicate policy or configuration shift
- 2026-09-11T05:44:28.819Z — complianceScore increased from null to 100 · improved compliance status, but smokeOk remains null
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 174ms → warm 228ms (penalty 0ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 1.24.0
- Supported versions: — → 2025-11-25
- Era changed: Auth-gated → Legacy
- Added to watch — era: Auth-gated
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