MCP Find
Browse Servers
Blog
Docs
Submit Server
Back to Directory
/
Testing & Quality
io.github.10iii/air
AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more
Testing & Quality
v0.2.8
View on GitHub
Learn More
Testing Your MCP Server: Inspector, Unit Tests, and CI
Most MCP servers ship without a test strategy. MCPFind indexes 35 testing-category servers averaging just 0.3 stars. This guide covers three layers: interactive inspection, in-memory unit tests, and automated CI checks you can wire into GitHub Actions today.
Read article
Playwright MCP Server: Why Accessibility-Tree Automation Beats Screenshot-Based Approaches
Microsoft's Playwright MCP server exposes 25+ browser automation tools to AI agents using the accessibility tree rather than screenshots. MCPFind indexes 82 testing servers. This guide covers setup, tool reference, and practical development use cases.
Read article