mcp-probe-kit is a protocol-level toolkit designed for developers to enable AI to understand their project's intent through a context-aware system. It provides 22 tools that cover the entire development lifecycle from product analysis to final release.
From the registry: AI-Powered Development Toolkit with 21 tools for code quality, project management, and UI/UX design.

Please install the `mcp-probe-kit` MCP server into my current AI client (that's you).
Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["-y","mcp-probe-kit@latest"]
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.MCP_ENABLE_EXTENSIONS_CAPABILITYEnable optional extensions capability.MCP_ENABLE_UI_APPSEnable optional MCP Apps resource output for UI tools.MCP_GRAPH_SNAPSHOT_DIRCustomizable directory for graph snapshots.Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.