Mcp Probe Kit

Mcp Probe Kit is a protocol-level toolkit for developers building AI systems that need precise context management, project intent understanding, workflow orchestration, and memory-driven experience retention. It provides a powerful Model Context Protocol (MCP) server and toolkit with over 24 model-accessible tools by default (expandable to 34), supporting the entire software development lifecycle from product analysis to release, structured output, and deep context hydration. The toolkit is especially suited for advanced AI agent development, workflow automation, context-aware applications, and projects requiring robust evidence tracking and lifecycle management.