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io.github.KryptosAI/mcp-observatory

Test, secure, and monitor MCP servers. Auto-discovery, drift detection, SARIF, record/replay/verify.

Testing & Qualityv1.28.2
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Testing Your MCP Server: Inspector, Unit Tests, and CIMost 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 articlePlaywright MCP Server: Why Accessibility-Tree Automation Beats Screenshot-Based ApproachesMicrosoft'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