Picodev Lab: tool descriptions scored io.github.PICODEV-SAS/picodev-lab

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://lab.picodev.fr/mcp
Homepage: lab.picodev.fr
Repository: github.com/PICODEV-SAS/picodev-lab-plugin
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Picodev Lab (io.github.PICODEV-SAS/picodev-lab)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/io.github.PICODEV-SAS/picodev-lab

Average score: 43.3 / 100Cloudy
Tools: 23
Near-identical descriptions: 0

Across the server

No server-wide issues.

Tools

queue_status

26 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: session, agent_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

open_session

27 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: setup, mode.param_no_description
Minor
String arguments with no constraint or example: setup, mode.loose_string_param
Minor
Says nothing about what it returns.no_return_info

session_status

29 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: session, agent_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

set_visibility

31 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: session, agent_token, visibility.param_no_description
Minor
String arguments with no constraint or example: visibility.loose_string_param

bench_snapshot

34 / 100Rain

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: session, agent_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

close_session

34 / 100Rain

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: session, agent_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info

capture_analog

36 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: session, agent_token, pins, duration_ms, rate_hz.param_no_description
Minor
No `required` list, so every argument is optional.no_required

queue_leave

36 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: session, agent_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required

queue_join

37 / 100Rain

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 3 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token, kind.param_no_description
Minor
String arguments with no constraint or example: kind.loose_string_param
Minor
Says nothing about what it returns.no_return_info

read_setup

37 / 100Rain

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 3 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: id.param_no_description
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
Says nothing about what it returns.no_return_info

read_capture

39 / 100Rain

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token, capture, offset, format, from_ms, to_ms.param_no_description
Minor
String arguments with no constraint or example: capture.loose_string_param
Minor
Says nothing about what it returns.no_return_info

submit_answer

39 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: session, agent_token, test, value.param_no_description
Minor
String arguments with no constraint or example: test, value.loose_string_param

push_circuit

43 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: session, agent_token, components, wires.param_no_description

decode_capture

47 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 3 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token, capture, protocol, channels, options, offset.param_no_description
Minor
String arguments with no constraint or example: capture, protocol.loose_string_param

capture_logic

49 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token, pins, duration_ms, trigger, wait_ms, pre_ms.param_no_description
Minor
No `required` list, so every argument is optional.no_required

next_level

51 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required

spec_draft

51 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: title, sections, language, pdf, figures.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument pdf is unclear.vague_boolean

request_meeting

52 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 3 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: contact, context, availabilities, consent, session, agent_token.param_no_description
Minor
String arguments with no constraint or example: context.loose_string_param
Minor
The meaning of the boolean argument consent is unclear.vague_boolean

brief_submit

54 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: title, contact, sections, nda, consent, send, session, agent_token, language, figures.param_no_description
Minor
String arguments with no constraint or example: title.loose_string_param
Minor
The meaning of the boolean argument nda is unclear.vague_boolean
Minor
The meaning of the boolean argument consent is unclear.vague_boolean
Minor
The meaning of the boolean argument send is unclear.vague_boolean

list_setups

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

push_to_editor

58 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token, files, run.param_no_description
Minor
The meaning of the boolean argument run is unclear.vague_boolean

read_simulation

64 / 100Cloudy

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token, since_ms.param_no_description
Minor
No `required` list, so every argument is optional.no_required

push_program

66 / 100Cloudy

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: session, agent_token, hex, files, run.param_no_description
Minor
String arguments with no constraint or example: hex.loose_string_param
Minor
The meaning of the boolean argument run is unclear.vague_boolean

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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