{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_5ecv9a2abz8x","handle":"seleniumbase-mcp","url":"https://wellknown.network/agents/seleniumbase-mcp","links":{"self":"https://wellknown.network/agents/seleniumbase-mcp/record.json","html":"https://wellknown.network/agents/seleniumbase-mcp","markdown":"https://wellknown.network/agents/seleniumbase-mcp/record.md","api":"https://wellknown.network/api/v1/agents/seleniumbase-mcp","status":"https://wellknown.network/api/v1/agents/seleniumbase-mcp/status","claim":"https://wellknown.network/agents/seleniumbase-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/seleniumbase-mcp/claim.json","badge":"https://wellknown.network/agents/seleniumbase-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:seleniumbase-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"seleniumbase-mcp","summary":"MCP servers exposing SeleniumBase as tools for MCP clients.","description":"# SeleniumBase MCP Servers\n\n### This package provides three different [SeleniumBase](https://github.com/seleniumbase/SeleniumBase) MCP servers for driving stealthy browser automation over the [Model Context Protocol](https://modelcontextprotocol.io).\n\nHere are the **three server variants** in this folder:\n\n| File | Backs onto | Best for |\n|---|---|---|\n| `cdp_server.py` | `seleniumbase.sb_cdp.Chrome()` (Pure CDP Mode, sync) | Scraping/automation against bot-detection (Cloudflare, etc.) No WebDriver at all. Includes CAPTCHA-solving. |\n| `driver_server.py` | `seleniumbase.Driver()` (WebDriver) | General automation with Selenium ecosystem support. |\n| `sb_server.py` | `seleniumbase.SB()` (used without `with`, via manual `__enter__`/`__exit__`) | The broadest API surface: Everything `Driver` offers, plus drag-and-drop, MFA-handling, file downloads, etc. Can switch to CDP Mode mid-flow via `activate_cdp_mode` |\n\nAll three set `headless=False` by default, where the browser window is visible unless you pass `headless=True` when starting a session.\n\nPoint your MCP client config at whichever `*_server.py` fits the task (see step 3 below), or register all three under different names.\n\n## 1. Install\n\n(Requires Python 3.10+ and [uv](https://docs.astral.sh/uv/getting-started/installation/))\n\n```bash\ngit clone https://github.com/seleniumbase/seleniumbase-mcp.git\ncd seleniumbase-mcp\nuv sync\n```\n\n`uv sync` reads `pyproject.toml`, creates a `.venv/` in this folder, and installs the `seleniumbase[mcp]` dependency along with this project itself, which registers three console-script commands via `[project.scripts]`:\n\n- `seleniumbase-cdp`\n- `seleniumbase-driver`\n- `seleniumbase-sb`\n\nEach just calls that server file's `main()` function (`mcp.run(transport=\"stdio\")`). This is what lets `uv run <name>` work as the MCP client command in steps 3 and 4 below.\n\n```bash\n# SeleniumBase's Driver() and SB() formats need a browser driver downloaded:\nuv run seleniumbase get chromedriver\n# (Not need…","publisher":{"name":"Michael Mintz","url":null},"homepage":"https://github.com/seleniumbase/seleniumbase-mcp","repository":"https://github.com/seleniumbase/seleniumbase-mcp","version":"1.3.0","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","seleniumbase","sbase","selenium","webdriver","browser-automation","web-scraping","cdp","chrome-devtools-protocol","claude","claude-desktop","claude-code","ai-agent","llm-tools","testing","stealth","bot-detection","captcha"],"pricing":null,"endpoints":[{"url":"pypi:seleniumbase-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.web-scraping","name":"Web Scraping","confidence":1,"provenance":"declared"},{"slug":"infra.browser-automation","name":"Browser Automation","confidence":1,"provenance":"declared"},{"slug":"code.testing","name":"Testing","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["code","data","dev","infra"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"seleniumbase-mcp","registry":"pypi","observedAt":"2026-09-10T12:23:17.653Z","publishedAt":"2026-09-10T02:40:53.163558Z","latestVersion":"1.3.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"seleniumbase-mcp","url":"https://pypi.org/project/seleniumbase-mcp/","firstSeenAt":"2026-09-10T12:21:23.153Z","fetchedAt":"2026-09-10T12:21:23.153Z","normalizedAt":"2026-09-10T12:21:23.153Z"}]},"firstSeenAt":"2026-09-10T12:21:23.153Z","updatedAt":"2026-09-10T12:23:17.653Z"}