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get_weather

Last 24 hours

Calls

46

19% fewer than the 24 hours before

Error rate

50%

Elevated

23 failed calls

48.2 pts higher than the 24 hours before

Response time

500ms

median, 2.2s at the 95th

400% slower than the 24 hours before

Called from

Claude

43% of calls, 4 other clients

Calls over time

CallsErrors
Show the numbers
Calls and errors per bucket
TimeCallsErrors
10
10
60
00
00
20
10
00
00
99
1713
30
11
00
10
10
00
10
00
00
00
00
10
10
00

Versions

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

VersionFirst seenCallsErrorsMedian
1.4.23861%774msp95 2.2s
1.4.180%66msp95 73ms

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 2ms12.2%
2ms to 3ms12.2%
3ms to 5ms00.0%
5ms to 8ms00.0%
8ms to 12ms00.0%
12ms to 20ms00.0%
20ms to 30ms00.0%
30ms to 45ms36.5%
45ms to 65ms613.0%
65ms to 100ms715.2%
100ms to 150ms24.3%
150ms to 250ms24.3%
250ms to 400ms00.0%
400ms to 600ms12.2%
600ms to 1s715.2%
1s to 1.5s715.2%
1.5s to 2.5s817.4%
2.5s to 4s12.2%
4s to 6s00.0%

Repeated calls

Same arguments as the call before, in the same session

13 of 46 calls (28%)

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 26 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
Resource airports://{code}MCP Inspector01
book_flightClaude01
get_flight_statusClaude01
search_flightsOther01
seat_mapClaude 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
67 sessions
Used in
26 (39%)

Response size

Over 23 answers; what the client's context takes in

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

How it fails

23 failed

Crashed
21
Invalid arguments
2

What it said, most often

  • 503 Service Unavailable from weather provider

    21 times, crashed, last

Every failed call

Called from

Claude
20 (43%)
Claude Code
11 (24%)
MCP Inspector
8 (17%)
Cursor
3 (7%)
Other
3 (7%)

Which arguments were invalid

2 calls refused before the tool ran

city
2 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%