We at XXXXX are building a Model Context Protocol (MCP) client that functions as an agentic AI root cause analysis bot, which will be integrated into our enterprise observability and incident management platform. This enterprise-grade product is following a phased deployment approach:
Phase 1 (Current - Development): Supporting 1-3 XXXXX developers who are actively building and testing the workflow. During this phase, our engineering team needs sufficient quota to iteratively test and refine the system's capabilities to:
- Use Claude to analyze user intent and determine appropriate investigative actions
- Invoke multiple MCP server tools to fetch operational data from XXXXX platforms (XXXXX)