Playwright
microsoft/playwright
Playwright is a framework for web automation and testing. It drives Chromium, Firefox, and WebKit with a single API — in your tests, in your scripts, and as a tool for AI agents.
Browser Automation · Developer Tools
Debugg AI MCP
debugg-ai/debugg-ai-mcp
AI-powered browser testing via the Model Context Protocol. Point it at any URL (or localhost) and describe what to test — an AI agent browses your app and returns pass/fail with screenshots.
Install
npx -y @debugg-ai/debugg-ai-mcpClient configuration
{
"mcpServers": {
"debugg-ai": {
"command": "npx",
"args": [
"-y",
"@debugg-ai/debugg-ai-mcp"
],
"env": {
"DEBUGGAI_API_KEY": "<DEBUGGAI_API_KEY>"
}
}
}
}Environment variables
DEBUGGAI_API_KEY- Author
- @debugg-ai
- Category
- Browser Automation, Developer Tools
- Updated
- Oct 6, 2026
Tools (24)
check_app_in_browser
Runs an AI browser agent against your app.
username
password (or credentialId / credentialRole) — the run's identity.
auth.username
auth.password — pins the precondition login when you also use auth.precondition: "login".
loginCredentials
accounts for a login form the agent reaches part-way through the task.
environment
tool, action: "clearSessions" — invalidate the stored sessions so subsequent runs log in.
trigger_crawl
Fires a server-side browser-agent crawl to populate the project's knowledge graph.
probe_page
Lightweight no-LLM batch page probe.
get
Curated project detail
list
q?, page?, pageSize?}
create
name, platform, (teamUuid|teamName), (repoUuid|repoName)}
update
uuid, name?, url?, description?, addCredentials?, updateCredentials?, removeCredentialIds?, authorizedCredentialHosts?}
delete
uuid, projectUuid?, confirm?}
sessions
uuid, username?, credentialId?}
clearSessions
uuid, username?, credentialId?, confirm?}
test_suite
test_case
search_projects
project {action:"get"} / project {action:"list"}
create_project
project {action:"create"}
update_project
Dropped — use the DebuggAI web app
search_environments
environment {action:"get"} / {action:"list"}
create_environment
environment {action:"create"|"update"|"delete"}
create_test_suite
test_suite {action:"create"|"list"|"run"|"results"|"delete"}
create_test_case
test_case {action:"create"|"update"|"delete"}
search_executions
executions {action:"get"|"list"}
Details on this page are taken from the project's README. Open README
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