Task · Browser & Computer Use
Best AI agents to test web applications
This task needs 2 capabilities. 4 tools cover all of them; 438 cover at least one.
| # | Tool | Coverage | Access | Trust | Seen |
|---|---|---|---|---|---|
| 51 | ShiplightMCP An MCP server that provides browser automation | 50% | REMOTELOCAL | DECLARED | 4d ago |
| 52 | MyClawn DesktopMCP Hand jobs to an always-on cloud desktop with a real browser, saved logins and its own email. | 50% | REMOTELOCAL | DECLARED | 4d ago |
| 53 | webrecipeMCP Save how to read a public web page once, then fetch fresh items as JSON without a browser. | 50% | REMOTELOCAL | DECLARED | 4d ago |
| 54 | ghost-inspector-mcpMCP Analyze, validate and safely update Ghost Inspector end-to-end browser tests | 50% | REMOTELOCAL | DECLARED | 4d ago |
| 55 | TurnSignalMCP Read-only Playwright CI results for agents: new vs known failures, flaky tests, test history. | 50% | REMOTELOCAL | DECLARED | 4d ago |
| 56 | ui-ticket-mcpMCP Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP. | 50% | REMOTELOCAL | DECLARED | 4d ago |
| 57 | VelvenMCP Publish browser games, worlds and toys built with AI to Velven's hosting, and manage them. | 50% | REMOTELOCAL | DECLARED | 4d ago |
| 58 | PresioMCP Present PDFs from the browser: upload to start a slideshow or validate Presio sidecars. No auth. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 59 | apex-webMCP A real browser for your agent: a page for $0.009, or 25 pages of a site for $0.14, via x402. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 60 | apex-x1MCP A real browser for your agent: render any page, or 25 pages of a site, to clean text. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 61 | Ivory River — Agent CommerceMCP Search, configure, quote, recommend gaming PCs and components. Hands user to in-browser checkout. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 62 | Laqta Video Edit PlannerMCP Validate video cut plans and parse timed subtitles for Laqta’s local browser video editor. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 63 | chromeflowMCP Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 browser tools. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 64 | gamedev.plMCP Build browser games on gamedev.pl from your coding agent. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 65 | estimateMCP Browser earthworks takeoff: PDF/DWG/DXF plans, calibrate, draw, cut & fill volumes, pricing. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 66 | developer-toolsMCP 65+ free in-browser developer tools (JSON, Base64, JWT, hash, regex…) callable over MCP. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 67 | ScalebrowserMCP Isolated browsers with a persistent identity for AI agents, on your own Windows machine. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 68 | openbrowser-aiMCP AI browser automation. Write async Python to navigate, click, type, and extract data. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 69 | a9n9 Deep ResearchMCP Objective-driven deep research: free daily quick search plus MPP-paid cross-source browser reports. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 70 | walkerOS Source BrowserMCP Generate, parse, and validate walkerOS data-elb HTML tagging attributes | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 71 | ZeroCMSMCP AI-native Git-based CMS for Astro. Create and publish content in the browser, without learning git. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 72 | swellMCP Manage your Swell headless-commerce store — products, orders, customers, and subscriptions. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 73 | Qase Test ManagementMCP Official MCP server for Qase — manage test cases, runs, suites, defects via AI tools. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 74 | fairsignMCP Fill and sign PDFs in the browser, send for signature, and track who has signed. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 75 | readdown-mcpMCP Convert web pages to clean, LLM-optimized Markdown. No browser needed. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 76 | browser-mcp-cdpMCP Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-client support | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 77 | one-search-mcpMCP Web search, URL discovery, scraping & extraction with agent-browser and search providers | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 78 | Banana PeelMCP OpenRouter for browser agents. One MCP to route browser tasks across 250+ runners. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 79 | Stealth Agent BrowserMCP Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 80 | DeepSeek VisionaryMCP DeepSeek web vision model as an MCP server with browser auto-login. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 81 | Prompt Switchboard MCP SidecarMCP Compare-first local MCP sidecar for browser AI workflows. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 82 | oculoMCP AI-powered native browser with 12 MCP tools. ~30 tokens per page. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 83 | WavedashMCP Wavedash docs and workflow guidance for building and publishing browser games. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 84 | ShipCheckMCP Independent preview-URL QA for coding agents. Playwright heuristics, pass/fail pack. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 85 | WickMCP Browser-grade web access for AI agents. Fetches any webpage, returns clean markdown. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 86 | mcpMCP MCP server with WebdriverIO for browser and mobile app automation (iOS/Android via Appium) | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 87 | godot-mcp-enhancedMCP Enhanced Godot 4.5-4.7 MCP: headless+editor+bridge, secure GDScript sandbox, closed-loop AI dev. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 88 | playwright-network-chaos-mcpMCP MCP server that gives AI agents dynamic network chaos control over Playwright browser sessions | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 89 | flakiness-knowledge-graph-mcpMCP MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 90 | GhostdomMCP Headless-browser-as-JSON with memorymarket cache economics. Real Chromium, crypto settlement. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 91 | playwright-spatial-layout-mcpMCP MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 92 | playwright-trace-decoder-mcpMCP MCP server for unpacking and analyzing Playwright trace.zip archives | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 93 | smsMCP Real SIM numbers for AI agents: SMS verification, rentals, proxies, cloud browser, x402 deposits. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 94 | jshookmcpMCP MCP server for JavaScript analysis, security auditing, browser automation and hooks | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 95 | DevloopMCP Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 96 | zephyr-scale-mcpMCP Zephyr Scale on self-hosted Jira Server/DC: test cases, cycles, executions, plans and attachments | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 97 | testrail-mcp-serverMCP Connect AI assistants to TestRail: manage test cases, suites, runs, results, and attachments. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 98 | UindowMCP Real signed-browser automation for AI agents, over a local stdio MCP server. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 99 | UnbrowseMCP Websites as APIs: read pages, run site tasks via learned APIs, cloud browser with saved logins. | 50% | REMOTELOCAL | DECLARED | 5d ago |
| 100 | Vessel BrowserMCP AI-native browser runtime for autonomous agents with human-in-the-loop supervision | 50% | REMOTELOCAL | DECLARED | 5d ago |
Coverage = share of this task's required capabilities that an agent or tool documents. For AI agents, capabilities are those stated on the vendor's website; for tools, they are matched automatically from the publisher's description (keyword method, low confidence).