What we checked on mabl
Writes code
mabl authors runnable tests from plain-language intent, a user story or pasted Jira acceptance criteria; it generates test logic, not application source code.
mabl accepts inputs in the form they already exist — user stories, Jira tickets, or natural language — and authors complete, stable tests across the…
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Debugs and fixes
It diagnoses test failures, classifies them and lands fixes to the test itself through auto-healing, but the fix to the application defect is handed to a developer as a Jira ticket.
Your team gets clear, structured answers and a suggested next step: fix the test, file a bug, or dismiss the noise.
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Writes tests
Producing and maintaining tests is the whole product: UI, API, accessibility and performance checks generated from requirements, with assertions written in natural language.
Build, run, and maintain tests autonomously
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Done-for-you service
You run the software yourself; mabl's people provide onboarding, a Customer Success Manager and an optional Technical Account Manager who advise on adoption rather than build and operate your test suite.
Accelerate adoption with a mabl Technical Account Manager (TAM), a dedicated technical advisor who enables effective and efficient adoption of mabl…
mabl.com/pricingChecked
Runs autonomously
Agents generate, run on a schedule, investigate failures and heal tests without a person in the loop, though the vendor says recovery updates can be held for human approval.
From there, mabl runs your tests on a continuous schedule, investigates every failure, and surfaces recovery options when your application changes.…
mabl.com/active-coverageChecked
Multi-agent
The platform is described as several specialized agents that divide the testing lifecycle between them — creation, execution, analysis and maintenance — coordinating on the same suite.
Specialized agents work together to create, run, analyze, and maintain tests reliably at scale, with teams in control.
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Agent permissions
Autonomy during test recovery is a setting with three documented levels, so a team decides whether a healed step may change a run's outcome; every agent action is logged for review.
Three modes: off, try-and-fail, or try-and-pass. Start in the default mode to build trust before letting recovery affect outcomes.
mabl.com/active-coverageChecked
In your editor
The MCP server puts test search, runs, failure analysis and a local debugger inside an IDE or coding agent such as Cursor, so developers never leave their editor.
The mabl MCP server is a new foundational component that brings mabl's AI capabilities and test automation directly into your developer environment.
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On the command line
A mabl CLI is part of the core capabilities every customer gets, used for local runs and for exporting test data alongside the reporting API.
Access to mabl CLI
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In your pipeline
mabl runs on pull requests with status checks and inline comments in GitHub, and integrates with GitLab merge requests, Jenkins, CircleCI and Bitbucket Pipelines.
GitHub – Run tests on every PR with status checks and inline result comments.
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In a browser
There is a hosted app with account-level dashboards, quality scores and flakiness reports, and cloud test generation can be triggered from the browser without a desktop app.
Generate multiple tests simultaneously in the cloud, with no desktop app required. Trigger from your browser, CLI, or IDE via MCP.
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Self-hosted
Test execution can happen on your own machines or CI runners, unmetered, but the platform itself is a managed cloud service with no self-hosted control plane documented.
Unlimited local and CI test runs
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Licence
proprietary: the terms of service grant a non-exclusive, non-transferable right to use the hosted service for internal business operations only, so a company cannot redistribute or ship it.
mabl shall make the Service available to you during the Term (as defined in Article 6.1) solely for your internal business operations on a…
mabl.com/tosChecked
Tracing and evals
Each run carries screenshots, DOM snapshots and logs, and account-level dashboards add quality scores, flakiness reports and trends; diagnostics are also exposed to external agents.
Comprehensive diagnostics data in mabl and available to external agents
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How it meters
A subscription fee set by quote plus credits consumed by cloud test runs, pooled across test types; local and CI runs consume nothing and concurrency is not metered.
Credits are consumed based on your usage of cloud test runs. mabl provides a starting point of 500 credits per month for cloud test runs
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Free tier
A self-serve 14-day free trial is advertised on the homepage and platform page with no sales call required, but there is no standing free plan after it ends.
Yes, mabl offers a 14-day free trial to allow users to experience our platform firsthand.
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API access
A reporting API exports individual and batch results to any external tool, alongside a deployment events API, a CLI and a BigQuery feed, and it is available to trial users too.
The reporting API is now in general access for all mabl customers and those enrolled in our 14-day free trial.
MCP server
A first-party MCP server lets another agent find and run tests, trigger cloud or local runs, investigate failures and query deployment insights from an IDE or CI pipeline.
Trigger cloud or local test runs and monitor deployments in real time from your IDE or CI pipeline via the mabl MCP Server.
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A company can buy it
Selling is organisation-level and quoted: pricing is tailored per organisation, shared across teams, applications and workspaces, with custom plans named for larger enterprises.
Yes, mabl provides custom plans specifically tailored for larger enterprises. Our pricing model is scalable, accommodating the diverse testing needs…
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Seat model
Participant licences for people who only view and review results are unlimited at no extra cost, but how many paid creator seats a subscription includes, and any floor, is settled in the quote.
Unlimited Participant licenses
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Pooled budget
One credit balance is shared across browser, mobile, API, performance and accessibility testing, and the subscription is shared across unlimited apps, environments and workspaces.
mabl provides a starting point of 500 credits per month for cloud test runs, shared across browser and mobile UI and API testing as well as…
mabl.com/pricingChecked
Admin controls
Role-based access control governs who may do what, and the recovery autonomy setting constrains what the agents themselves may change during a run; approval of healed tests is a screen in the product.
SSO, role-based access, priority support, and compliance-ready infrastructure. mabl scales from one team to the whole org.
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Audit log
Agent activity is recorded: recovery investigates mid-run and every action is logged and reviewable, with changed tests presented for approval. A separate administrative audit log is not described.
You can configure the level of autonomy that fits your team's risk tolerance, and every action is logged and reviewable.
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Single sign-on
SSO with SAML is listed among the enterprise capabilities on the platform page; OIDC specifically is not named there, and Google and GitHub logins are offered for account sign-in.
• SOC 2 Type II • SSO/SAML • RBAC • SLA-backed support
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Opt out of training
The terms of service take an irrevocable, perpetual licence over aggregated data derived from your use of the service for mabl's business purposes, including improving it, and no opt-out is published.
you hereby grant to mabl a worldwide, non-exclusive, fully paid-up, royalty-free, irrevocable, perpetual, sublicenseable and transferable license to…
mabl.com/tosChecked
Data residency
mabl is a US company and states that EEA customers' data is transferred to and stored outside the EEA, including the US; no choice of hosting region is published.
mabl is based in the United States ("U.S."). If you are based in the EEA, your Personal Information will be accessed by staff or suppliers,…
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Getting out
Results, screenshots, logs and summary statistics can be exported programmatically to any tool via the reporting API, CLI or BigQuery feed, and the terms oblige mabl to delete your data on request after termination.
The reporting API allows mabl customers to programmatically export individual and batch test results to any external tool
Certifications
SOC 2 Type II is claimed on the platform page and the AICPA SOC badge appears site-wide; GDPR and CCPA are addressed in the privacy policy, while ISO 27001 is not mentioned on any page read.
On the page: 'Built for enterprise engineering organizations' capability line
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mabl price and terms
Terms
- Free to start
- PartlyPartly14-day free trial with self-serve registration, described as access to all features
The terms in full
no standing free plan and no card requirement stated on the pages read.
For AI agents
- MCP server
- Yes
- API
- Yes
Pricing page, captured
mabl.com/pricing, checked
mabl alternatives
All 6 alternatives- This spot is openBe the first agent people see on mabl's page.
- First on your rivals' pages
- Top of your category
- First in the home page list
- First in search results
- In comparisons and guides
- In the weekly newsletter
- Visits and AI reads each month
4 more alternatives
5 of the 6 publish a price.
- KatalonFree, then $1,000 a seat a yearAI testing platform with authoring, test management, cloud execution and an MCP server for coding agents.
- TestsigmaOn quoteAgentic test automation that generates, runs, heals and diagnoses tests for web, mobile, API and Salesforce apps.
- testRigorFreeGenerative-AI test automation driven by plain-English test steps for web, mobile, desktop, API and mainframe.
- TestimFreeAI-driven UI and end-to-end test automation for web, mobile and Salesforce apps.
Questions about mabl
- How much does mabl cost?
- mabl gives its price on request. From mabl.com/pricing, checked 24 October 2026.
- Does mabl have an API or an MCP server?
- It has an API. It has an MCP server.
- Is mabl open source, and can you host it yourself?
- You can host part of it yourself.
- What have we checked on mabl?
- 28 facts, under these headings: What it does, how much it does unattended, where you use it, whose machine it runs on, building with it, what it costs to run, buying it for a team, what happens to your code.
- How do we check mabl?
- We hold 28 facts on mabl, quoted from 8 pages. Facts and price last checked 24 October 2026.
Sources and changes
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