midscenejs.com valid
Midscene.js - AI UI Automation and E2E Testing
Bring AI vision to E2E testing with a newly designed test framework for web, mobile, and desktop apps.
- Authority
- 50 reach 5 · trust 5 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://midscenejs.com/llms.txt
- llms-full.txt
- https://midscenejs.com/llms-full.txt
- Sections
- 1
- Links
- 63
- Size
- 19873 bytes
- Popularity rank
- #968663
- Country
- — Publisher location unknown; CDN address excluded
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning · Developer tools
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-25T18:11:56.573Z
- Last checked
- 2026-10-26T10:33:57.910Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T10:33:54.614Z. Cached copy · Source on midscenejs.com
# Midscene.js - AI UI Automation and E2E Testing
> Bring AI vision to E2E testing with a newly designed test framework for web, mobile, and desktop apps.
## Other
- [BDD-style scripts with Gherkin](/advanced/bdd-style-scripts-with-gherkin.md): This feature is available starting in Midscene 1.10.BDD-related capabilities are still in Beta. The API may change in future releases. Gherkin is a plain-text syntax for describing behavior examples. It is commonly used in BDD (Behavior-Driven Development) workflows. A BDD scenario usually contains three kinds of steps: Given describes the precondition, When describes the user action, and Then describes the expected result. For example, when you need to test adding a todo item, you can write the case as the following Gherkin script. Longer GUI cases can also be written in one Scenario. You can organize the steps by business phase, and each phase can use a group of Given, When, and Then. This style is useful when one business scenario naturally contains several UI phases, such as cart review, shipping selection, payment, and final confirmation. In AI-driven GUI automation, Gherkin is a natural fit for describing operation cases. It keeps the readability of natural language while providing a stable step structure. This structure also helps models generate more consistent cases. See the official Cucumber Gherkin reference for the full Gherkin syntax.
- [Midscene AndroidWorld Benchmark Report](/android-world-benchmark-report.md): This is Midscene's test report for the AndroidWorld benchmark. In this run, Midscene achieved Pass@1 93.10%, Pass@2 95.69%, and Pass@3 97.41%.
- [Midscene AppControlBench Benchmark Report](/app-control-bench-report.md): This is Midscene's benchmark report for AppControlBench. In this evaluation, each model ran the same set of 60 tasks, with the following results: Note: Doubao Seed 2.1 Turbo costs use Volcengine's official pricing: CNY ¥3 / M input tokens, ¥0.6 / M cached input tokens, and ¥15 / M output tokens. Other model costs use OpenRouter pricing. USD values use ¥6.8 per $1. The results show that the Midscene + GUI vision approach is highly competitive in both cost and pass rate.
- [Automate with scripts in YAML](/automate-with-scripts-in-yaml.md): In most cases, developers write automation scripts just to perform some smoke tests, like checking for the appearance of certain content or verifying that a key user path is accessible. In such situations, maintaining a large test project is unnecessary. Midscene offers a way to perform automation using .yaml files, which helps you focus on the script itself rather than the testing framework. This allows any team member to write automation scripts without needing to learn any API. Here is an example. By reading its content, you should be able to understand how it works.
- [Awesome Midscene](/awesome-midscene.md): A curated list of community projects that extend Midscene.js capabilities across different platforms and programming langu
…Related sites
Similar publisher descriptions and documentation. Similarity does not imply affiliation or equivalent capabilities.
| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| tester.army | TesterArmy | interface AI and machine learning AI agents and MCP +1 | US | 47 | ✓ | ||
| applitools.com | Applitools | documentation AI and machine learning Developer tools | US | 59 | ✓ | ||
| testmuai.com | TestMu AI (Formerly LambdaTest): Power Your Software Testing with AI and Cloud | interface AI and machine learning Developer tools +1 | — | 62 | ✓ | ✓ | |
| vostride.com | agent-qa by vostride | documentation AI agents and MCP Developer tools | — | 46 | ✓ | ✓ | |
| loadmill.com | Loadmill | documentation Developer tools AI and machine learning | — | 54 | ✓ | ||
| minitap.ai | Minitap | documentation AI agents and MCP DevOps and observability +1 | US | 53 | ✓ | ✓ | |
| qa.tech | QA.tech | interface AI agents and MCP Developer tools | US | 53 | ✓ | ||
| bugbug.io | BugBug | transactional AI and machine learning Developer tools | US | 52 | ✓ | ✓ |
Machine-readable: GET /v1/resolve?q=midscenejs.com · GET /v1/domain/midscenejs.com · this page as Accept: application/json or text/markdown · MCP lookup_domain
Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.
Own or manage this website?
If you own or manage midscenejs.com, you can update its listing and review file health, discovery activity and score history.
Manage this listing — optional
What verification unlocks
See how your site is discovered—and control what agents see.
- See your website in the map
Review your indexed topics, nearby publishers sharing headings, measured listing exposure and map snapshots in a private report for your website.
- Control what agents see
Edit your listing description, tags, public contact details and additional llms.txt paths. Publish your terms for automated access, attribution and pricing.
- Make your profile eligible for search
A valid, listed, unblocked, verified profile can appear in our publisher sitemap and become eligible for search-engine visibility. Search engines decide what to index and rank.
- Appear in our llms-full.txt
Eligible verified publishers are listed by name, with their file links and summaries, in the service overview agents can read.
Free. No account registration, backlink or payment required. Public discovery remains available without verification.
Let your coding agent verify it
If your coding agent is authorized to manage this website, paste these instructions into it.
Claim my listing on Agent Web Map for midscenejs.com:
1. POST https://agentwebmap.com/v1/sites/midscenejs.com/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://midscenejs.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/midscenejs.com/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/midscenejs.com).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verifyCorrections or removal requests: contact the directory.