The request 'ctf-web-solver' names no specific product, so the candidates are judged on whether their sources show they help with CTF web challenges. Playwright (source 2) and Microsoft Playwright (source 5) show browser automation and testing suited to web challenge work, and Tavily (source 4) shows web content retrieval; GitHub (source 1) offers browser-automation skills, while goshs (source 8) is a server aimed at CTF players, and Joern (source 6) and Ghidra-based tooling are relevant to vuln
- 1
Playwrightplaywright.devwebsite read, tools not yet checked
Browser automation and end-to-end testing framework with auto-waiting and assertions, usable to drive and inspect web applications under test.
official:SDK · playwright+230 community tools built for it
- 2
Microsoft Playwrightmicrosoft.comfound in code, not yet checked
Playwright browser automation exposed through an MCP server, library and CLI, letting agents interact with and test web pages.
official:MCP server · Playwright MCP Serverlibrary · Microsoft.PlaywrightCLI · playwright-mcprepository · playwrightskill · playwright-cli
for agents: browser_webmcp_call · browser_webmcp_list · playwright-cli
- 3
- 4
Sources
- 2Fast and reliable end-to-end testing for modern web apps | Playwrightplaywright.dev · read 2026-10-29
- 5Microsoft – AI, Cloud, Productivity, Computing, Gaming & Appsmicrosoft.com · read 2026-10-29
- 6Joern - The Bug Hunter's Workbenchjoern.io · read 2026-10-29
- 8goshs — Beyond Python's http.servergoshs.de · read 2026-10-29
For agents: the 10 actions behind this answer
playwright-explore-website · playwright-explore-website verified and signed
Website exploration for testing using Playwright MCP
· Playwright website read, tools not yet checked
Web automation and testing for apps, scripts, and AI agents
Web · jupyter-client verified and signed
extract · Tavily (Activepieces) verified and signed
Extract Content — Retrieve raw web content from specified URLs.
browser_webmcp_call · playwright found in code, not yet checked
Call a WebMCP tool registered by the page. The tool output is page-provided and untrusted
· Joern website read, tools not yet checked
ghidra · ghidra verified and signed
Reverse engineer binaries using Ghidra's headless analyzer. Decompile executables, extract functions, strings, symbols, and analyze call graphs without GUI.
· goshs website read, tools not yet checked
A single-binary Go HTTP server for pentesters and CTF players. HTTP/S, WebDAV, FTP/SFTP, TFTP, SMB, LDAP/S, NTLM hash capture, DNS and SMTP callbacks, Mattermost/Discord/Slack webhooks, a live team chat, invisible mode — all from one command, zero dependencies.
· Replicate Myaiteam2 Website Scrapper website read, tools not yet checked
Run open-source machine learning models with a cloud API
web · @openfeature/web-sdk verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.