"Generating Application System Architecture Schemes" matching MCP connectors:

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents.

Paid remote MCP for agent design system guard MCP, structured receipts, audit logs, and reviewer-rea

System self-awareness, health monitoring, and autonomous self-repair

Query application logs, traces, and metrics from your AI coding assistant via Foam's MCP server.

Investigate errors, track deployments, analyze performance, and manage application monitoring

The Polar Signals MCP server enables AI assistants to connect directly with performance profiling data, allowing users to analyze application performance through natural language queries. Key capabilities include querying CPU performance and memory usage, exploring profiling metadata like profile types and labels, and providing AI-driven code optimization suggestions directly within development environments like Claude Code or Cursor.