parallel-browser-mcp
parallel-browser-mcp is an MCP server, listed under browser & scraping. It reaches anchor and browserbase. It needs ANCHOR_API_KEY and BROWSERBASE_API_KEY to authenticate. Its repository has 43 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-22.
An MCP server for parallel browser automation by AI agents with multiple cloud providers
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. parallel-browser-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
Maintenance
An MCP server for parallel browser automation by AI agents with multiple cloud providers
parallel-browser-mcp compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| parallel-browser-mcp (this page) | anchor, browserbase | ANCHOR_API_KEY, BROWSERBASE_API_KEY | 43 | 2026-09-10 | Apache-2.0 |
| mcp-chrome | chrome | None listed | 12,501 | 2026-01-06 | MIT |
| webclaw | webclaw | WEBCLAW_API_KEY | 2,386 | 2026-10-21 | AGPL-3.0 |
| fetcher-mcp | playwright | None listed | 1,088 | 2026-01-14 | MIT |
| puppeteer-mcp-server | chrome, puppeteer | None listed | 486 | 2025-03-14 | MIT |
| moling | — | None listed | 339 | 2026-03-15 | Apache-2.0 |
Ranked by services in common with parallel-browser-mcp, then by stars. Figures are from each repository when we last read it.
Common questions about parallel-browser-mcp
- What does parallel-browser-mcp do?
- An MCP server for parallel browser automation by AI agents with multiple cloud providers
- How do I install parallel-browser-mcp?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/etairl/parallel-browser-mcp
- What does parallel-browser-mcp connect to, and what does it need?
- It reaches anchor and browserbase. The credentials we found in its source are ANCHOR_API_KEY and BROWSERBASE_API_KEY.
- Is parallel-browser-mcp official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 43 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-09-10.
- What licence does parallel-browser-mcp use?
- The repository declares the Apache-2.0 licence.
More MCP servers for browser & scraping
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- fetcher-mcp1,088 stars
- puppeteer-mcp-server486 stars
- moling339 stars
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