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AI & MCP

AI-powered observability diagnostics

Connect Claude Code, Cursor, or any MCP-compatible client to diagnose production issues using 10+ specialized tools.

Claude Code
U
Our checkout is failing for some users. What's happening?
A
system_health

3 services healthy, payment-svc showing 2.3% error rate

A
find_errors

142 ConnectionTimeout errors in payment-svc in last hour

A
inspect_trace

Root cause: Stripe API timeout at 5000ms. Payment retries exhausting (3/3 failed)

Diagnosis

Root cause identified: Stripe webhook timeout causing payment failures. Recommend increasing timeout to 10s and adding circuit breaker.

10+ MCP Tools

system_health, find_errors, inspect_trace, search_logs, search_traces, and more.

Auto-Diagnosis

AI agent chains tools together to automatically trace from symptoms to root cause.

Claude Code

Connect directly from Claude Code for terminal-based observability diagnostics.

Cursor

Use Maple's MCP server from Cursor for in-editor debugging.

Windsurf

Use Maple's MCP server from Windsurf for AI-assisted debugging.

Any MCP Client

Standard MCP protocol means any compatible client works out of the box.

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