rove
Description
Hosted Playwright browser automation for AI agents. Returns accessibility trees instead of screenshots, cutting token usage by 77%. Navigate, interact, extract structured data, and take screenshots — all via MCP. Zero infrastructure, credit-based pricing.
What our measurements say
rove is a remote MCP server published at api.roveapi.com. 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 333 ms, placing it among the faster endpoints. 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
- Tool names like 'navigate' and 'click' clearly indicate their purpose.
- Some tools (e.g., 'get_a11y_tree') provide detailed usage context in descriptions.
Weaknesses
- Tool names like 'evaluate' are too generic, lacking specificity about their use cases.
- Descriptions often omit required parameters or their data types (e.g., 'scroll' lacks details on direction input).
- Potential overlap between 'get_text' and 'get_a11y_tree' may confuse agents about which to use.
evaluate— Vague description; unclear what JavaScript can be executed.scroll— No mention of required parameters (e.g., direction, element selector).get_text— Lacks clarification on when to prefer over 'get_a11y_tree'.
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — Era changed to 'auth-gated', complianceScore was null · Server in restricted state with no compliance data available
- 2026-09-11T07:35:54.413Z — Era changed to 'legacy', complianceScore rose to 100 · Full compliance achieved in legacy environment
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 138ms (penalty 36ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 1.9.0
- Supported versions: — → 2025-11-25
- Era changed: Auth-gated → Legacy
- Added to watch — era: Auth-gated
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