Remote MCP server to run your Atako AI agents: chat, projects, files, integrations and channels.
- Passed: Handshake
- Passed: Tools listed
- Passed: Updated recently
Median latency 132 ms · Last checked
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Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · Code & DevOps
Agentic AI quality engineering: run, debug and triage tests on real browsers and devices
1 failed · 7 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
Tool definitions returned by this server
Independent monitoring
Responded
The server completed its last measured handshake. This is an observation, not a guarantee.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 4 | 1 | 0 |
Reliability & speedDoes it respond consistently and quickly? | 1 | 0 | 3 |
Access & authenticationWhat is required to use this server? | 1 | 0 | 2 |
Tool qualityAre the tool definitions usable by an agent? | 4 | 0 | 0 |
Publisher identityCan the publisher be traced to its source? | 4 | 0 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using TestMu AI (formerly LambdaTest)
Choose your client, copy the configuration, then enable the server in your client’s MCP settings.
Run this command in your terminal, then restart Claude Code.
Claude Code
claude mcp add --transport http testmu-ai-formerly-lambdatest https://mcp.lambdatest.com/mcpCapabilities
Analyzes a locally running app for accessibility via TestMu AI tunnel.
DiscoveredPerform a full analysis of a HyperExecute job: fetches job info, sessions, traverses all tasks → scenario stages → console logs, and returns a structured report with test results, per-scenario logs, and pass/fail statistics. Use this for questions like "which tests failed and why" or "show me the console logs for job X".
DiscoveredAnswers questions about HyperExecute features, configuration, usage, troubleshooting, and best practices by searching through documentation.
DiscoveredRead-only query of TestMu AI automation resources: list builds, get one build, list the sessions in a build, fetch test details, and retrieve test logs (command, network, console, selenium, instrumentation). Every combination works on platform "web" or "app": build list or get, session list or get, test get, and logs get with a logType. List results carry a pagination object; trust it, not result_set.total, which also counts older builds the list no longer returns. logType "instrumentation" returns XCUI and Espresso test logs. Renaming, stopping and deleting builds are separate tools: updateBuild, stopBuild and deleteBuild.
DiscoveredReturns step-by-step instructions to build and serve a local web app and open a TestMu AI tunnel to it, so its accessibility can then be scanned with analyzeAppViaTunnel. It does not build, run or scan anything itself, and never includes the access key.
DiscoveredCheck whether an uploaded app has been processed and is ready for features like image injection, network logs, and screenshot unblock on real devices. The TestMu AI API has no read-only status call: this one starts or refreshes the processing for the requested features, so the app's last-updated time changes. An app id that is not among your uploaded apps returns an error.
DiscoveredPermanently deletes a TestMu AI web automation build and its test results. Cannot be undone.
DiscoveredDelete an uploaded prerun file by stored TestMu AI file path.
DiscoveredPermanently delete a specific automation test session from TestMu AI by session ID.
DiscoveredDelete one or more uploaded apps from TestMu AI by their app IDs.
DiscoveredDelete an uploaded user file by stored TestMu AI file path.
DiscoveredGet an authenticated download URL (plus size/status metadata) for a specific HyperExecute job artifact. Requires artefactName (from getHyperExecuteJobArtifacts); optionally scope to a task with taskId. Returns a URL to fetch with your TestMu AI credentials rather than the raw file bytes.
DiscoveredGenerates a HyperExecute YAML configuration for running tests on TestMu AI's HyperExecute platform. REQUIRED fields: project (language, framework) and testing (testDiscovery.command, testRunnerCommand) All other fields are OPTIONAL. Supports multiple languages and frameworks: - JavaScript/TypeScript: Playwright, Cypress, WebDriverIO, Puppeteer, Taiko - Python: Pytest, Behave, Robot Framework - Java: TestNG, JUnit, Cucumber - Ruby: RSpec, Capybara - C#: NUnit, xUnit, MSTest - Mobile (ONLY use appTesting for these): XCUI (iOS), Espresso (Android), Appium Features: - Smart framework defaults for common configurations - Input validation with security checks - Caching and artifact upload configuration - Git integration via sourcePayload - Mobile app testing support (via optional appTesting field) The appTesting field applies to mobile app testing only; web automation (Selenium, Playwright, Cypress, etc.) leaves it out.
DiscoveredRuns an accessibility scan on the given URLs and returns the issues found. Pass urls to start a scan, or testId to re-read a scan that already ran; exactly one of the two. Results arrive in issueDetails: allIssues (most-severe-first, one page at a time), rules (name and reference link per rule id, listed once), pages (every scanned page with its score and issue count), failedRules (per-rule totals for the whole scan) and pagination. Each issue carries its own howToFix and criteria, measured for that element - two issues sharing a rule can have different causes and fixes. While pagination.nextOffset is not null the results are incomplete: call again with the testId from the response plus that offset, keeping the same filters, until it is null. Page with testId, never by passing urls again - that starts a new scan, costs another run, and can return a different set of issues whose offsets do not line up. a11yReportLink is the dashboard URL and needs a login; shareableLink is public and is only returned by the original scan.
DiscoveredSummarises web automation test results in a date range: total tests, passed, failed, completed without a pass/fail mark, pass rate (passed over all tests, as the Insights page shows it), pass rate over tests marked passed or failed, average duration and distinct builds, grouped by status, browser, os, build, device or day. Computed from the automation test list (up to 5000 tests per call; the total is always exact).
DiscoveredSummarises failed and errored web automation tests in a date range: counts by failure category and by status, and the failing tests themselves with build and environment. Failure categories exist only for about the last 7 days of tests; older failures are counted as uncategorised.
DiscoveredFetches Browser Console logs for a specific automation test. Note: Not available for mobile app automation tests.
DiscoveredFetches command logs for a specific automation test
DiscoveredFetches detailed information about an automation test by ID
DiscoveredFetches network logs for a specific automation test
DiscoveredFetches Selenium logs (web), Appium logs (mobile/Appium), or instrumentation logs (mobile/XCUI/Espresso) for a specific automation test. Automatically detects XCUI and Espresso tests and fetches the correct log type.
DiscoveredLists tests that the insights engine marks as flaky (passing and failing intermittently) in a date range, with each test's flake rate, build and environment. Returns only flaky tests, plus how many tests were scanned. Flakiness is only computed for about the last 7 days of tests; the response says how many tests in the range had it.
DiscoveredRetrieve all artifacts or categorized errors for a HyperExecute job or task.
DiscoveredFetches and displays information about a HyperExecute job including status, test results, and progress.
DiscoveredStream live output from a running HyperExecute job. (UNDOCUMENTED - may change without notice)
DiscoveredFetches and displays session information for a HyperExecute job.
DiscoveredRetrieve the stages of a HyperExecute task (cache/prerun/scenario/etc.). Pass a stageId to return just that one stage. Stages are keyed by their parent task, so taskId is required.
DiscoveredRetrieve logs for a HyperExecute stage. (UNDOCUMENTED - may change without notice)
DiscoveredRetrieve tasks for a HyperExecute stage. (UNDOCUMENTED - may change without notice)
DiscoveredRetrieve details for a HyperExecute task by task ID. (UNDOCUMENTED - may change without notice)
DiscoveredRetrieve logs for a HyperExecute task. (UNDOCUMENTED - may change without notice)
DiscoveredGet details for a specific artifact within a HyperExecute job.
DiscoveredRetrieve the request and response log of a test session, while it runs or after it ends. Web automation (Selenium, Playwright, Cypress) only: an app automation session returns not found; listMobileSessions carries the video and screenshot links of app sessions.
DiscoveredRetrieve capability generation data for mobile automation test configuration.
DiscoveredRetrieve the current concurrency usage and limits for mobile automation (real device testing).
DiscoveredRetrieve the current concurrency usage and limits for the organization on web automation (Selenium/Cypress).
DiscoveredRetrieve command-by-command screenshots captured during a test session. Returns screenshot URLs for each step. Web automation (Selenium, Playwright, Cypress) only: an app automation session returns not found; listMobileSessions carries the video and screenshot links of app sessions.
DiscoveredRetrieve v2 command execution logs for a test session. Returns structured JSON with enhanced detail compared to v1 logs. Web automation (Selenium, Playwright, Cypress) only: an app automation session returns not found; listMobileSessions carries the video and screenshot links of app sessions.
DiscoveredRetrieve v2 Selenium/WebDriver grid request and response logs for a test session. Web automation (Selenium, Playwright, Cypress) only: an app automation session returns not found; listMobileSessions carries the video and screenshot links of app sessions.
DiscoveredRetrieve the video recording URL for a completed test session. Web automation (Selenium, Playwright, Cypress) only: an app automation session returns not found; listMobileSessions carries the video and screenshot links of app sessions.
DiscoveredGets comprehensive suite overview for a project including run counts, latest status, scores, schedule information, and active calls.
DiscoveredLists the OS, browser and device combinations TestMu AI supports, to find valid os, browser and version values for a test configuration. With no filters it returns a compact summary: each desktop OS with its browsers (version count, newest and oldest) and resolutions, and each mobile platform with its device count and OS versions. Set os (and optionally browser) for the full version list, or os=ios / os=android for device names.
DiscoveredDaily trend of web automation test results in a date range: for each day, total tests, passed, failed, completed without a pass/fail mark, pass rate (passed over all tests), pass rate over tests marked passed or failed, and average duration.
DiscoveredLists the real devices available on TestMu AI for mobile app testing, 50 per page by default. Filter by region, OS, device name or OS version, and page with limit and offset. The text gives the total that matched.
DiscoveredList the account's HyperExecute jobs, newest first, with offset pagination and an optional status filter. The status filter looks at the 200 most recent jobs.
DiscoveredLists mobile app automation builds, newest first, 10 per page by default. Page with limit and offset; the result gives the total the API reports. The API returns only builds from the last 90 days, so total can be higher than the builds you can page through.
DiscoveredLists mobile app automation sessions (tests), newest first, 10 per page by default, with their video, screenshot and log links. Page with limit and offset, or filter by buildId or status; the result gives the total the API reports.
DiscoveredRetrieve all active TestMu AI tunnel connections for the account. Useful for checking which tunnels are running before starting a new one or debugging local testing connectivity.
DiscoveredRetrieve all apps uploaded to TestMu AI for mobile testing. Use type=android/ios for real devices, emulator/simulator for virtual devices.
DiscoveredUpload exception/error logs from the client machine for a test session, by session ID. Use this to attach assertion failures or unexpected errors to a session. The result reads the test's exceptions back to confirm they were stored. The automation dashboard may not show exceptions uploaded this way after the test ended.
DiscoveredUpload exception logs for a specific test (by test ID) rather than by session ID. The result reads the test's exceptions back to confirm they were stored. The automation dashboard may not show exceptions uploaded this way after the test ended.
DiscoveredMerge SmartUI baselines across branches or builds (to read baseline settings, use smartui_project_query with action=get). merge_branch/merge_build resolve source and target names to builds, merge them, then poll the merged build and report its real terminal status — a merge that lands in error or with zero screenshots is returned as a tool error, not as success. Merging permanently changes baseline state: the merged build takes the baseline flag, so a failed merge leaves the baseline on an empty build.
DiscoveredList SmartUI builds in a project, get one build, or get the CI gate verdict for a build. Use action=gate in pipelines: it returns verdict (passed|failed|pending_approval|running|error), totals (including missing screenshots the baseline has), blocking_comparison_ids, and blocking[] with per-item detail. verdict=failed covers rejections AND builds that dropped baseline screenshots. Read-only.
DiscoveredAnalyze one SmartUI comparison through a lens: consolidated (default), pixel, or dom. Returns the comparison data (mismatch %, verdict, correctly-labelled asset URLs) plus, for lens=dom, a real DOM byte delta when the artefact is served — no local filesystem needed. consolidated and pixel report upstream numbers and point at the assets; they do not run their own image analysis. lens=dom degrades to a structured error when DOM artefacts are not served. Read-only.
DiscoveredList all comparisons in a SmartUI build (each row returns comparison_id AND ss_id), or get one comparison's detail (mismatch %, status, correctly-labelled baseline/current/compared asset URLs). This is how you obtain a comparison_id — you never need the dashboard. Read-only.
DiscoveredList SmartUI projects, or get one project with its settings — action=get returns baseline_branch, approvers[], smart_baseline, auto_approval_branch, overwrite_screenshot and project_category alongside platform and project_type. Start here when you do not have a project_id. Read-only.
DiscoveredApprove or reject SmartUI comparisons — individually (comparison_ids or ss_ids), or for a whole build (all_matching:{status}). Ids are validated against the build before writing, and results are verified by re-reading status, so the response reports real per-item updated[]/failed[] and whether the baseline was promoted. Approving comparisons on the baseline branch can promote the build to baseline.
DiscoveredUpload screenshots to a SmartUI project as a new build, from local file_paths or from source_urls (fetched server-side, so it works without a client filesystem). Pass project_id to auto-resolve the project token. Set mark_baseline=true to seed a baseline. Returns build_id; follow with smartui_build_query(action=gate).
DiscoveredStops every running test in a TestMu AI web automation build. Running sessions end immediately.
DiscoveredStop an active running test session on TestMu AI.
DiscoveredTerminate a specific active tunnel connection by tunnel ID. Use this to clean up tunnels that are no longer needed.
DiscoveredCreate a folder — in a project's Test Cases tree (default) or Test Runs tree (pass project_id), or in the organization-level Modules tree (no project_id needed; module folders are shared across projects). Optionally nest it under an existing parent folder to build folder trees. Deleting folders is not available through this connection.
DiscoveredCreate a milestone in a project (status: Open), optionally with description, start/end dates, tags, and existing runs attached.
DiscoveredCreate a new Test Manager project. Project & Org Instructions (Memory Layer) stay managed in the UI. Deleting projects is not available through this connection.
DiscoveredCreate a single test case in a project folder, with optional steps and references to existing step Modules (module steps are included; the Module itself is unchanged). For creating many cases from a requirement, prefer tm_generate_test_cases.
DiscoveredCreate a test run from chosen test cases — manual (default) or KaneAI (run_type: "kaneai"). Each included test case becomes a TEST RUN INSTANCE — the executable copy of that test inside the run, which carries its own status, remarks and exactly one Configuration. The cases must match the run type: KaneAI runs only take KaneAI-authored cases with completed code generation; manual runs only take manual cases. Optionally attach existing milestones, file into a run folder, and apply a Configuration to all instances (KaneAI configurations must be compatible with each case's platform — web/mobile-app/mobile-browser and iOS/Android).
DiscoveredGenerate structured test cases from a requirement or prompt using the Test Manager AI generator (applies the project's Memory Layer — Project & Org Instructions — automatically) and file them into the chosen folder. Requirement documents, specs, spreadsheets or screenshots can be attached via files to ground the generation. Volume = test_scenario_limit × per_scenario_test_cases_limit, capped at 50 per call. By default all generated cases are saved into the folder (one sub-folder per scenario); pass auto_save=false to review before saving. The call returns FAST with a request_id (and a browser progress URL) — generation takes ~30-90s in the background; call this tool again with just request_id to check progress, fetch results, or save. Note: consumes AI generation credits.
DiscoveredTest coverage for a project, overall and per folder, computed live from the project's test cases (matches the Test Cases screen). Also answers requirement and traceability coverage: pass jira_id (any Jira issue key, e.g. TE-123: a requirement, user story, epic, ticket or bug) to get that item's test coverage (the test cases linked to it and how many are automated; zero linked cases means uncovered). For a set of requirements, call once per Jira key. A scope with no test cases returns all zeros; a Jira key that does not exist in the connected Jira returns an error.
DiscoveredPass milestone_id to get one milestone's detail and live completion progress. Otherwise pass project_id to list the project's milestones.
DiscoveredFind test cases in a project by filters (folder, priority, automation status, type, tags) and/or search (matches test case ID like TC-123, or title; minimum 3 characters) — returns summaries. Filters combine (AND). Pass case_id instead to get one case's full detail (steps, BDD scenarios, field values).
DiscoveredPass run_id to get one test run's detail plus its result summary (instance counts by status — passed / failed / skipped / not started / in progress — and pass rate). Otherwise pass project_id to list runs with optional filters. Every returned run carries run_type ("kaneai" or "manual") identifying KaneAI runs — the backend stores KaneAI runs with type "Manual" (result-entry mode), so use run_type, not type, to tell them apart.
DiscoveredLink a test case, test run, or a run result (instance) to an Azure DevOps work item (requirement / user story / bug) by its URL — linked test cases are what give the work item its test coverage and traceability. Requires the Azure DevOps integration to be set up for the organization — otherwise a clear "set up Azure DevOps first" message is returned.
DiscoveredLink a test case, test run, or a run result (instance) to a Jira issue (requirement / user story / epic / bug) — linked test cases are what give the issue its test coverage and traceability. Linking a result also links its case and run. Requires the Jira integration to be set up for the organization — otherwise a clear "set up Jira first" message is returned.
DiscoveredList saved run Configurations (reusable platform / browser / OS / device setups). To apply one to a run, pass the configuration's TOP-LEVEL id to tm_create_test_run or tm_update_test_run as configuration_id (NOT the nested environments[].environment_id). Pass run_type to see only the configurations usable for that run type (kaneai vs manual). Each test instance carries exactly one configuration. Configurations are created by humans in the Test Manager UI. They are organization-level (shared by every project), so there is no project filter. Results are paged: the response says how many exist in total; page through them or raise limit to see all.
DiscoveredGet a folder tree. Test Manager keeps three folder types: Test Cases and Test Runs folders (per project — pass project_id) and Modules folders (organization-level, since modules are shared across projects — no project_id needed). Pick with the tree parameter (default: test-cases). New test-case/test-run folders can be created with tm_create_folder.
DiscoveredList the organization's reusable step Modules (modules are org-level, shared across projects — the same list as the Modules page). Supports name search and pagination. Reference a module by id when creating or editing a test case to include its steps (the Module itself is never changed).
DiscoveredList all Test Manager projects the authenticated user is allowed to see. Supports keyword search and pagination.
DiscoveredRecord execution results on a MANUAL run's TEST RUN INSTANCES (the per-run copies of each test case) — max 500 per request, all-or-nothing (larger requests are rejected with nothing recorded). Manual runs only: KaneAI run results are recorded by KaneAI executions, so manual entry on a KaneAI run is rejected. Target an instance by instance_id, or just pass test_case_id and the instance is resolved automatically. Valid statuses: Passed, Failed, Skipped, Not Started (terminal — run-level "In Progress" is set via tm_update_test_run). Re-recording a step status replaces its result: an omitted step remark is cleared; response echoes per-step outcomes. Optional remarks and assignee per result, and per-step results via steps[] (mark individual test steps / BDD scenario rows Passed/Failed/Skipped with remarks, like the UI's per-step Mark Status). Note: this sets INSTANCE statuses; the run's overall status is set separately via tm_update_test_run.
DiscoveredRename a folder, change its description, or move it under a different parent folder. Works on all three folder types: per-project Test Cases (default) and Test Runs trees, and the organization-level Modules tree. Moves of test-cases/test-runs folders require project_id; module folders need none.
DiscoveredUpdate a milestone — title, description, dates, tags — or change its status (e.g. mark it Completed). Deleting milestones is not available through this connection.
DiscoveredUpdate a project's name, description or tags (fields are merged — only what you pass changes). Project & Org Instructions stay managed in the UI.
DiscoveredEdit an existing test case (fields are merged — only what you pass changes). test_steps, when given, REPLACE the case's steps; module_ids append module reference steps. Deleting test cases is not available through this connection.
DiscoveredUpdate an open test run — overall status (Passed / Failed / Skipped / In Progress), title, objective, milestones, folder, add test cases (each added case becomes a new test run instance; cases must match the run's type — KaneAI or manual), apply a Configuration to the run's instances (configuration_id; on KaneAI runs it must be kane-supported and platform-compatible with the targeted cases), toggle sequential execution (KaneAI runs), or archive it. Only open (active) runs can be updated; a closed/archived run returns a clear message. Adding cases/milestones appends, never replaces.
DiscoveredTriggers a phone call test run for a specific suite. This will initiate phone calls for all scenarios configured in the suite.
DiscoveredRenames a TestMu AI web automation build. Overwrites the current build name.
DiscoveredUpdate the name or pass/fail status of a test session. Use status_ind to mark tests as passed, failed, error, or skipped from your test framework.
DiscoveredUploads an app to TestMu AI for mobile testing and displays upload status.
DiscoveredUpload an app (APK for emulator, IPA for simulator) to TestMu AI for virtual device (emulator/simulator) testing.
DiscoveredRecent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| Connected | 570 ms | 88 | |
| Connected | 578 ms | 88 |