The mabl cloud MCP can now report the real, measured value mabl’s AI delivers in a workspace. With the new get_workspace_value_report tool, you can ask your AI client for a concrete account of what mabl's AI and automation actually did over a specific range, then turn it into a downloadable report to share with your team.
These are measured counts, not estimates. The report tells you how many times mabl kept your suite green, sped up triage, and extended your coverage:
- Maintenance mabl absorbed: auto-heals applied when a locator drifted, test recovery sessions where the agent worked around off-path obstacles, and intermittent failures mabl re-ran successfully.
- Faster diagnosis when a failure is real: test runs, plan runs, and deployments analyzed with AI for root cause.
- Coverage you'd otherwise run by hand or skip: visual finds executed against hard-to-target elements, AI-judged visual assertions, and tests authored with the mabl agent.
Because the report comes through the MCP, your AI client can fold these numbers into the reports your leadership already asks for. Combine mabl's value metrics, such as auto-heals applied, retries recovered, and tests authored with AI, with other business data your client can reach, like Jira tickets or deployment velocity, to automate a custom quality report instead of consolidating it manually.
Try it out
Ask your AI client (Claude Code, Cursor, VS Code, or any MCP-compatible client) to pull the value report for a workspace. The mabl agent identifies you and your workspace, then returns the counts grouped by the outcome they drive.
- Pull the report. Start broad: "Help me understand the value I'm getting from mabl." The agent selects your workspace and pulls activity over a default window.
- Scope the window. Narrow or widen the date range to match what you want to measure: "Show me the last 30 days," or "Pull the same report for the last quarter."
- Target specific metrics. Ask for just the numbers you care about, such as auto-heals applied or tests authored with AI.
- Combine and automate. Have your client blend mabl's metrics with other connected data, such as Jira tickets or deployment frequency, then generate a downloadable report you can share with stakeholders.
You can run the report for any workspace you have access to, so you can compare activity across teams or projects.