CASE FILE MCP-0114 · checkout latency incident
routed live

madmcp

One server, five connectors — GitHub, Cloudflare, Notion, Mem0, and web fetch — giving an AI agent direct, tool-level access to real infrastructure. Below, a call is routed through each checkpoint the way a single incident actually gets resolved.

Sample trace for illustration — the org, incident, and code shown are fictional.

GH
GitHub
CF
Cloudflare
NO
Notion
M0
Mem0
WF
Fetch
STEP 1 / 6GITHUB · SEARCH
step 1 ready
Manifest log
Step 1 · GitHub118ms

Finds the suspect code path in the real repo.

search_code · 1 file matched, no timeout set

Step 2 · Cloudflare204ms

Pulls live Workers metrics to confirm the hunch.

cf_workers_observability_query · 0.93 correlation to traffic

Step 3 · GitHub237ms

Commits the fix and opens a PR in the same turn.

push_files + create_pull_request · PR #482

Step 4 · Notion312ms

Updates the incident doc to match reality.

notion_update_page · status → In review

Step 5 · Mem0874ms

Stores the root cause with dedup + relations.

mem0_add + mem0_update · dup flagged, 3 relations linked

Step 6 · Fetch233ms

Confirms the status page reflects the fix.

web_fetch · matches Cloudflare baseline

Connectors touched1 / 5
Total latency118ms