Best MCP servers for Ship (2026)
Chrome DevTools MCP is the best mcp server for the Ship phase - 51.1k GitHub stars. Strong alternatives: Playwright MCP and Oh My Posh Validator.
956 MCP servers for developers in MCP servers, ranked by GitHub stars. Every pick links to install commands and trust signals.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub · data refreshed October 25, 2026.
The top 10 MCP servers for ship
| # | MCP Server | Stars |
|---|---|---|
| 1 | Chrome DevTools MCPChromeDevTools · ChromeDevTools/chrome-devtools-mcpTop pick MCP server for Chrome DevTools | 51.1k |
| 2 | Playwright MCPmicrosoft · microsoft/playwright-mcp Playwright MCP is Microsoft's official Model Context Protocol server for Playwright. It gives a coding agent structured browser control through Playwright's accessibility tree instead of screenshots, so the agent navigates, fills forms and asserts against real page structure rather than pixels - deterministic, fast, and usable without a vision model. Published as @playwright/mcp and run over stdio from Claude Code, Cursor, Codex, VS Code and other MCP clients. | 36.8k |
| 3 | Oh My Posh ValidatorcollectionJanDeDobbeleer · JanDeDobbeleer/oh-my-posh Validate oh-my-posh configurations and segment snippets against the official schema. | 23.4k |
| 4 | Keploykeploy · keploy/keploy End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic. | 18.4k |
| 5 | Mobile Mcpmobile-next · mobile-next/mobile-mcp MCP server for iOS and Android Mobile Development, Automation and Testing | 6.3k |
| 6 | Playwright MCP Servercollectionexecuteautomation · executeautomation/mcp-playwright A Model Context Protocol server that gives agents real browser control through Playwright - navigate pages, click and fill forms, take screenshots, scrape content, emulate 143 device presets, and execute JavaScript in a live browser. | 5.6k |
| 7 | agent-devicecallstack · callstack/agent-device Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps | 4.4k |
| 8 | Testkube Mcpcollectionkubeshop · kubeshop/testkube MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants | 1.7k |
| 9 | OpenOSINTOpenOSINT · OpenOSINT/OpenOSINT AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more. | 1.5k |
| 10 | Mcp Servercollectionemiliaprotocol · emiliaprotocol/emilia-protocol Trust & human sign-off for AI agents: approval required before irreversible agent actions | 649 |
Why these MCP servers rank for ship
1. Chrome DevTools MCP
Chrome DevTools MCP ranks #1 of the 956 MCP servers for Ship by adoption, with 51.1k GitHub stars. It mCP server for Chrome DevTools.
2. Playwright MCP
Playwright MCP ranks #2 of the 956 MCP servers for Ship by adoption, with 36.8k GitHub stars. It playwright MCP is Microsoft's official Model Context Protocol server for Playwright. It gives a coding agent structured browser control through Playwright's accessibility tree instead of screenshots, so the agent navigates, fills forms and asserts against real page structure rather than pixels - deterministic, fast, and usable without a vision model. Published as @playwright/mcp and run over stdio from Claude Code, Cursor, Codex, VS Code and other MCP clients.
3. Oh My Posh Validator
Oh My Posh Validator ranks #3 of the 956 MCP servers for Ship by adoption, with 23.4k GitHub stars. It validate oh-my-posh configurations and segment snippets against the official schema.
4. Keploy
Keploy ranks #4 of the 956 MCP servers for Ship by adoption, with 18.4k GitHub stars. It end-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.
5. Mobile Mcp
Mobile Mcp ranks #5 of the 956 MCP servers for Ship by adoption, with 6.3k GitHub stars. It mCP server for iOS and Android Mobile Development, Automation and Testing.
Common questions
What is the best mcp server for the Ship phase?
Chrome DevTools MCP is the top-ranked mcp server for Ship, with 51.1k GitHub stars - MCP server for Chrome DevTools.
What are the best alternatives to Chrome DevTools MCP for ship?
Strong alternatives ranked just behind Chrome DevTools MCP are Playwright MCP and Oh My Posh Validator. All 956 options are compared in the table above, ranked by real adoption.
How are these MCP servers ranked?
By GitHub stars across the 956 MCP servers tagged to the Ship phase - none of these MCP servers report installs yet. Data from GitHub.
More in MCP servers
Browse all MCP servers in the catalog, or see every best-of shortlist.