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get_weather

Last 30 days

Calls

346

Nothing to compare with in the 30 days before

Error rate

9.8%

Elevated

34 failed calls

Response time

119ms

median, 871ms at the 95th

Called from

Claude

29% of calls, 4 other clients

Calls over time

CallsErrors
Show the numbers
Calls and errors per bucket
TimeCallsErrors
00
00
00
00
00
00
00
00
00
00
00
00
00
00
00
00
00
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130
605
580
471
524
661
4723
30

Versions

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

VersionFirst seenCallsErrorsMedian
1.4.23861%774msp95 2.2s
1.4.1821.2%88msp95 171ms
1.4.01393.6%164msp95 303ms
1.3.0875.7%94msp95 212ms

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
Up to 1ms00.0%
1ms to 2ms41.2%
2ms to 3ms10.3%
3ms to 5ms10.3%
5ms to 8ms10.3%
8ms to 12ms00.0%
12ms to 20ms00.0%
20ms to 30ms00.0%
30ms to 45ms61.7%
45ms to 65ms4011.6%
65ms to 100ms8825.4%
100ms to 150ms8223.7%
150ms to 250ms7521.7%
250ms to 400ms226.4%
400ms to 600ms30.9%
600ms to 1s72.0%
1s to 1.5s72.0%
1.5s to 2.5s82.3%
2.5s to 4s10.3%
4s to 6s00.0%

Repeated calls

Same arguments as the call before, in the same session

13 of 346 calls (4%)

An agent sending the same call again usually did not get what it needed from the answer: an error it could not act on, or a result it did not recognise as complete. Sessions show where it happened.

Right before it went wrong

Before 37 repeated or failed calls, in their sessions

What the agent called just before get_weather 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
get_weatherClaude710
get_weatherMCP Inspector34
get_weatherClaude Code33
search_flightsClaude03
search_flightsCursor03
search_flightsOther02
seat_mapClaude Code02
Resource airports://{code}MCP Inspector01
Resource airports://{code}Other01
book_flightClaude01
get_flight_statusClaude01
search_flightsChatGPT01
search_flightsClaude Code01
Resource trips://{id}Claude01

In the tool list

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

Definition
≈ 103 tokens, 410 B
Share of the list
4%
Shown in
912 sessions
Used in
326 (36%)

Response size

Over 312 answers; what the client's context takes in

Typical (median)
589 B
Large (95th percentile)
1.0 kB
Largest
1.1 kB

How it fails

34 failed

Crashed
27
Invalid arguments
7

What it said, most often

  • 503 Service Unavailable from weather provider

    27 times, crashed, last

Every failed call

Called from

Claude
101 (29%)
Claude Code
101 (29%)
Cursor
58 (17%)
ChatGPT
54 (16%)
Other
21 (6%)

Which arguments were invalid

7 calls refused before the tool ran

city
7 calls

The argument agents get wrong most is usually one whose description leaves room for the wrong shape.

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
citystring100%