Xpersona

Crawler Summary

@desplega.ai/qa-use answer-first brief

QA automation tool for browser testing with MCP server support qa-use QA automation CLI for browser testing and E2E test management. $1 $1 $1 Quick Start Getting Started 1. Setup 2. Create Your First Test Create qa-tests/login.yaml: 3. Run Tests CLI Reference Test Commands | Command | Description | |---------|-------------| | qa-use test init | Initialize test directory with example | | qa-use test run <name> | Run a test by name | | qa-use test run --all | Run all tests in qa-t Capability contract not published. No trust telemetry is available yet. 12 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

@desplega.ai/qa-use is best for mcp, browser-automation, qa-testing workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

@desplega.ai/qa-use

QA automation tool for browser testing with MCP server support qa-use QA automation CLI for browser testing and E2E test management. $1 $1 $1 Quick Start Getting Started 1. Setup 2. Create Your First Test Create qa-tests/login.yaml: 3. Run Tests CLI Reference Test Commands | Command | Description | |---------|-------------| | qa-use test init | Initialize test directory with example | | qa-use test run <name> | Run a test by name | | qa-use test run --all | Run all tests in qa-t

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals12 GitHub stars

Capability contract not published. No trust telemetry is available yet. 12 GitHub stars reported by the source. Last updated 2/25/2026.

12 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Desplega Ai

Artifacts

0

Benchmarks

0

Last release

2.8.5

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 12 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/desplega-ai/qa-use.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Desplega Ai

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

12 GitHub stars

profilemedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

# Install globally
npm install -g @desplega.ai/qa-use

# Or use with npx
npx @desplega.ai/qa-use setup

bash

qa-use setup                    # Configure your API key
qa-use test init                # Initialize test directory with example

yaml

name: Login Test
app_config: your-app-config-id
steps:
  - action: goto
    url: /login
  - action: fill
    target: email input
    value: [email protected]
  - action: click
    target: login button
  - action: to_be_visible
    target: dashboard

bash

qa-use test run login           # Run single test
qa-use test run --all           # Run all tests

bash

qa-use browser create                  # Start browser session
qa-use browser goto https://example.com
qa-use browser snapshot                # Get element refs like [ref=e3]
qa-use browser click e3                # Click by element ref
qa-use browser fill e5 "hello"         # Fill input field
qa-use browser run                     # Interactive REPL mode

yaml

name: Checkout Flow
app_config: your-app-id
variables:
  email: [email protected]
depends_on: login-test          # Optional dependency
steps:
  - action: goto
    url: /cart
  - action: click
    target: checkout button
  - action: fill
    target: email input
    value: $email
  - action: to_be_visible
    target: order confirmation

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

QA automation tool for browser testing with MCP server support qa-use QA automation CLI for browser testing and E2E test management. $1 $1 $1 Quick Start Getting Started 1. Setup 2. Create Your First Test Create qa-tests/login.yaml: 3. Run Tests CLI Reference Test Commands | Command | Description | |---------|-------------| | qa-use test init | Initialize test directory with example | | qa-use test run <name> | Run a test by name | | qa-use test run --all | Run all tests in qa-t

Full README

qa-use

QA automation CLI for browser testing and E2E test management.

npm version License: MIT

QA-Use Demo

Quick Start

# Install globally
npm install -g @desplega.ai/qa-use

# Or use with npx
npx @desplega.ai/qa-use setup

Getting Started

1. Setup

qa-use setup                    # Configure your API key
qa-use test init                # Initialize test directory with example

2. Create Your First Test

Create qa-tests/login.yaml:

name: Login Test
app_config: your-app-config-id
steps:
  - action: goto
    url: /login
  - action: fill
    target: email input
    value: [email protected]
  - action: click
    target: login button
  - action: to_be_visible
    target: dashboard

3. Run Tests

qa-use test run login           # Run single test
qa-use test run --all           # Run all tests

CLI Reference

Test Commands

| Command | Description | |---------|-------------| | qa-use test init | Initialize test directory with example | | qa-use test run <name> | Run a test by name | | qa-use test run --all | Run all tests in qa-tests/ | | qa-use test list | List local tests | | qa-use test list --cloud | List cloud tests | | qa-use test validate <name> | Validate test syntax | | qa-use test sync --push | Push local tests to cloud | | qa-use test sync --pull | Pull cloud tests to local | | qa-use test export <id> | Export cloud test to local file |

Run qa-use test --help for all options.

Browser Commands

Interactive browser control for test development and debugging:

qa-use browser create                  # Start browser session
qa-use browser goto https://example.com
qa-use browser snapshot                # Get element refs like [ref=e3]
qa-use browser click e3                # Click by element ref
qa-use browser fill e5 "hello"         # Fill input field
qa-use browser run                     # Interactive REPL mode

| Command | Description | |---------|-------------| | qa-use browser create | Start browser session | | qa-use browser goto <url> | Navigate to URL | | qa-use browser snapshot | Get page element refs | | qa-use browser click <ref> | Click element by ref | | qa-use browser fill <ref> <value> | Fill input field | | qa-use browser screenshot <path> | Save screenshot | | qa-use browser run | Interactive REPL mode | | qa-use browser close | Close browser session |

Run qa-use browser --help for the full list of 29 browser commands.

Setup Commands

| Command | Description | |---------|-------------| | qa-use setup | Interactive configuration (API key, base URL, etc.) | | qa-use info | Show current configuration | | qa-use install-deps | Install Playwright browsers |

Test Definition Format

Tests are YAML files with steps that describe user interactions:

name: Checkout Flow
app_config: your-app-id
variables:
  email: [email protected]
depends_on: login-test          # Optional dependency
steps:
  - action: goto
    url: /cart
  - action: click
    target: checkout button
  - action: fill
    target: email input
    value: $email
  - action: to_be_visible
    target: order confirmation

Supported actions:

| Category | Actions | |----------|---------| | Navigation | goto, go_back, go_forward, reload | | Input | fill, type, click, hover, press, check, uncheck, select_option | | Waiting | wait_for_selector, wait_for_timeout, wait_for_load_state | | Assertions | to_be_visible, to_have_text, to_have_url, to_contain_text, to_be_checked | | Advanced | ai_action, ai_assertion, extract_structured_data |

See SETUP.md for the complete test definition guide.

Configuration

Environment Variables

QA_USE_API_KEY=xxx              # Required: Your desplega.ai API key
QA_USE_REGION=us                # Optional: "us" or "auto" (default)

Config File

Alternatively, use ~/.qa-use.json:

{
  "env": {
    "QA_USE_API_KEY": "your-api-key-here",
    "QA_USE_REGION": "us"
  }
}

Environment variables take precedence over the config file.

CI/CD Integration

Basic GitHub Actions

# .github/workflows/e2e.yml
name: E2E Tests

on: [push, pull_request]

jobs:
  e2e:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with:
          node-version: '20'

      - name: Run E2E Tests
        env:
          QA_USE_API_KEY: ${{ secrets.QA_USE_API_KEY }}
        run: |
          npm install -g @desplega.ai/qa-use
          qa-use test run --all --download

      - name: Upload Results
        if: always()
        uses: actions/upload-artifact@v4
        with:
          name: e2e-results
          path: /tmp/qa-use/downloads/

PR Verification with Claude Code

Use the qa-use plugin with Claude Code to automatically verify PRs:

# Install the qa-use plugin
claude plugin install @desplega.ai/qa-use

# Verify a feature works
/qa-use:verify "the login form accepts valid credentials"

# Verify PR changes
/qa-use:verify-pr

See SETUP.md for advanced CI workflows including AI-assisted test generation.

Claude Code Plugin

qa-use includes a Claude Code plugin for AI-assisted testing workflows:

# Install the plugin
claude plugin install @desplega.ai/qa-use

Available skills:

| Skill | Description | |-------|-------------| | /qa-use:verify <description> | Verify a feature works through browser automation | | /qa-use:verify-pr | Verify PR changes with automated browser testing | | /qa-use:explore | Explore a web page interactively | | /qa-use:record | Record browser actions into a test definition | | /qa-use:test-run | Run E2E tests | | /qa-use:test-validate | Validate test syntax |

MCP Server

For AI assistant integration (Claude Desktop, VS Code Copilot, Cursor, etc.), qa-use includes an MCP server with full browser automation capabilities.

qa-use mcp                      # Start stdio server (default)
qa-use mcp --http               # Start HTTP/SSE server
qa-use mcp tunnel               # Start persistent tunnel mode

See MCP.md for complete MCP server documentation including:

  • Client configurations for all major AI assistants
  • HTTP transport mode for web integrations
  • Tunnel mode for backend-initiated testing
  • Full MCP tools reference

Development

git clone https://github.com/desplega-ai/qa-use.git
cd qa-use
bun install
bun run build
bun run dev

Note: This project uses bun as the package manager.

See CONTRIBUTING.md for development guidelines.

Documentation

License

MIT

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
Ard RegistryUpdated 1h agoRank 94

Brainiall NLP

Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.

MCPmcpmcp-registry
Ard RegistryUpdated 2h agoRank 94

io.github.Deesmo/arch-tools-mcp

63 production tools for AI agents — one API key, pay per call in USDC (x402) or Stripe credits.

MCPmcpmcp-registry
Ard RegistryUpdated 14h agoRank 94

Primary Source Commodities

Primary-source commodities data for AI agents — EIA, FRED, CFTC, USDA, USGS via x402 on Base.

MCPmcpmcp-registry
Agent hubMore from this sourceMCP agents
Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T16:54:03.524Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "browser-automation",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "qa-testing",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "playwright",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "testing",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:browser-automation|supported|profile capability:qa-testing|supported|profile capability:playwright|supported|profile capability:testing|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Desplega Ai",
    "href": "https://github.com/desplega-ai/qa-use",
    "sourceUrl": "https://github.com/desplega-ai/qa-use",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:58:58.660Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:58:58.660Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "12 GitHub stars",
    "href": "https://github.com/desplega-ai/qa-use",
    "sourceUrl": "https://github.com/desplega-ai/qa-use",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:58:58.660Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-desplega-ai-qa-use/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to @desplega.ai/qa-use and adjacent AI workflows.