10 alternatives to servers

modelcontextprotocol/servers — Model Context Protocol Servers (91,497 stars, Apache-2.0, testing, dev-tools, ai).

These are the closest projects in the JustClaw-It index that we serve licence-cleared code from, ranked by relevance and by our code-quality score (1–10, the mean over each repo's graded components: completeness, code quality, deployability, reusability, strategic value). JustClaw-It also serves 150 licence-cleared components from modelcontextprotocol/servers itself.

The alternatives in detail

• aidotnet/windows-mcp.net
  A .NET-based Windows desktop automation MCP (Model Context Protocol) server that provides AI assistants with the ability to interact with the Windows desktop environment.
  score 7.5/10 · MIT permissive · 233 stars · 48 components · search them
• zcaceres/markdownify-mcp
  A Model Context Protocol server for converting almost anything to Markdown
  score 7.0/10 · MIT permissive · 2,997 stars · 6 components · search them
• lastmile-ai/mcp-agent
  Build effective agents using Model Context Protocol and simple workflow patterns
  score 6.7/10 · Apache-2.0 permissive · 8,572 stars · 223 components · search them
• getsentry/mobilebuildmcp
  A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
  score 6.3/10 · MIT permissive · 6,496 stars · 420 components · search them
• mobile-next/mobile-mcp
  Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
  score 6.9/10 · Apache-2.0 permissive · 9,848 stars · 21 components · search them
• executeautomation/mcp-playwright
  Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌
  score 4.9/10 · MIT permissive · 5,674 stars · 34 components · search them
• tadata-org/fastapi_mcp
  Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
  score 1.7/10 · MIT permissive · 12,022 stars · 7 components · search them
• mark3labs/mcp-go
  A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
  score 6.7/10 · MIT permissive · 9,179 stars · 90 components · search them
• hangwin/mcp-chrome
  Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and se
  score 6.0/10 · MIT permissive · 12,501 stars · 483 components · search them
• merchbotai/token-saver-mcp
  VSCode extension that bridges Language Server Protocol with Model Context Protocol for AI assistants
  score 6.2/10 · MIT permissive · 0 stars · 35 components · search them

Licence data: JustClaw-It's per-repo licence policy. Is servers still maintained? Check it. Licence details: licence checker. Ranking data from 2026-10-27T23:04:12Z.