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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.

Ranked shortlist

The top 10 MCP servers for ship

#MCP ServerStars
1

MCP server for Chrome DevTools

51.1k
2

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

End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.

18.4k
5

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

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

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
The rundown

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.

FAQ

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.

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