A live demo with sample data: look around, nothing can be changed. Start a free trial or self-host it.

search_flights

Last 24 hours

Calls

52

71% fewer than the 24 hours before

Error rate

13%

Elevated

7 failed calls

6.2 pts higher than the 24 hours before

Response time

371ms

median, 716ms at the 95th

15% slower than the 24 hours before

Called from

Claude

40% of calls, 4 other clients

Calls over time

CallsErrors
Show the numbers
Calls and errors per bucket
TimeCallsErrors
20
20
00
60
00
00
81
00
10
21
22
31
101
40
00
20
20
00
20
00
20
00
00
21
20

Versions

This tool's calls by the server version that answered them

VersionFirst seenCallsErrorsMedian
1.4.24217%341msp95 650ms
1.4.1100%407msp95 631ms

Response times

Calls by how long they took

Each column counts calls up to the time under it. Two humps mean two kinds of call, such as a cache hit and a network round trip, which a single median hides.
Show the numbers
Calls by response time
Response timeCallsShare
65ms to 100ms00.0%
100ms to 150ms23.8%
150ms to 250ms1325.0%
250ms to 400ms1325.0%
400ms to 600ms1936.5%
600ms to 1s59.6%
1s to 1.5s00.0%

Right before it went wrong

Before 7 repeated or failed calls, in their sessions

What the agent called just before search_flights repeated itself or failed. One call standing out usually did not do what the agent expected: a click that did not land, a search that came back empty.

Called beforeClientRepeatedFailed
list_airportsClaude02
get_weatherOther01
Prompt plan_tripClaude01
search_flightsClaude01
search_flightsCursor01
Nothing before itClaude01

In the tool list

What its definition costs every session, and how many of those sessions used it

Definition
≈ 365 tokens, 1.5 kB
Share of the list
14%
Shown in
67 sessions
Used in
27 (40%)

Response size

Over 52 answers; what the client's context takes in

Typical (median)
5.5 kB
Large (95th percentile)
10.7 kB
Largest
252 kB

How it fails

7 failed

Reported
7

What it said, most often

  • No flights found for these dates

    7 times, reported, last

Every failed call

Called from

Claude
21 (40%)
Cursor
12 (23%)
Claude Code
7 (13%)
Other
6 (12%)
ChatGPT
4 (8%)

Parameters agents send

Names and types only

A name the schema does not have, or one that arrives as more than one type, is usually a description the agent is misreading.

NameSent asIn calls
datestring100%
destinationstring100%
originstring100%
passengersnumber100%