Chip MCP: tool descriptions scored digital.chip-ai/chip

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://chip-ai.digital/mcp/
Homepage: chip-ai.digital/mcp
Repository: github.com/zapret-digital/chip-mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Chip MCP (digital.chip-ai/chip)'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/digital.chip-ai/chip

Average score: 31.5 / 100Rain
Tools: 32
Near-identical descriptions: 0

Across the server

Minor
32 tools. Above 25, models start to tell tools apart less well.many_tools

Tools

ask_user

26 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 5 / 10
Examples: 0 / 10

Major
The description is too short (4 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: question, options.param_no_description
Minor
String arguments with no constraint or example: question.loose_string_param

attach_file

26 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 5 / 10
Examples: 0 / 10

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: filename, size_bytes.param_no_description
Minor
String arguments with no constraint or example: filename.loose_string_param

generate_image

26 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 5 / 10
Examples: 0 / 10

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: prompt, project_id.param_no_description
Minor
String arguments with no constraint or example: prompt.loose_string_param

add_task

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (1 word).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id, text.param_no_description
Minor
String arguments with no constraint or example: text.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

check_confirmation

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: ask_id.param_no_description
Minor
String arguments with no constraint or example: ask_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: ask_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

create_project

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 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: name.param_no_description
Minor
String arguments with no constraint or example: name.loose_string_param

errand_cancel

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 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: errand_id.param_no_description
Minor
String arguments with no constraint or example: errand_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: errand_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

errand_result

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 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: errand_id.param_no_description
Minor
String arguments with no constraint or example: errand_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: errand_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

errand_start

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 5 / 10
Examples: 0 / 10

Major
The description is too short (4 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: errand_id, mode, max_credits.param_no_description
Minor
String arguments with no constraint or example: errand_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: errand_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

finalize_upload

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: upload_id.param_no_description
Minor
String arguments with no constraint or example: upload_id.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: upload_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

notify_me

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 5 / 10
Examples: 0 / 10

Major
The description is too short (4 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: text, upload_id.param_no_description
Minor
String arguments with no constraint or example: text.loose_string_param

read_map_section

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id, section.param_no_description
Minor
String arguments with no constraint or example: section.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

read_project_file

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id, filename, page.param_no_description
Minor
String arguments with no constraint or example: filename.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

rename_project

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 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: project_id, name.param_no_description
Minor
String arguments with no constraint or example: name.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

save_session_summary

28 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 3 / 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: project_id, text.param_no_description
Minor
String arguments with no constraint or example: text.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

errand_plan

30 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (4 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: goal, project_id, files, run_at, ready_by.param_no_description
Minor
String arguments with no constraint or example: goal.loose_string_param
Minor
The meaning of the boolean argument ready_by is unclear.vague_boolean

errand_status

30 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: errand_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required

search_project

31 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 6 / 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: query, project_id, kind, since.param_no_description
Minor
String arguments with no constraint or example: query.loose_string_param

set_reminder

31 / 100Rain

Purpose: 10 / 20
When to use: 5 / 20
Arguments: 3 / 25
Return value: 8 / 15
Constraints and side effects: 5 / 10
Examples: 0 / 10

Major
The description is too short (4 words).too_short
Major
Arguments without a description: text, when.param_no_description
Minor
String arguments with no constraint or example: text, when.loose_string_param

archive_project

33 / 100Rain

Purpose: 10 / 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: project_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_project_map

33 / 100Rain

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

Major
The description is too short (1 word).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_files

33 / 100Rain

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

Major
The description is too short (1 word).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_tasks

33 / 100Rain

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

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

read_journal

33 / 100Rain

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

Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id, offset.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

read_project_dialog

33 / 100Rain

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

Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id, session_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

whats_new

33 / 100Rain

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

Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id, since, session.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

add_note

34 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 5 / 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: project_id, text, kind.param_no_description
Minor
String arguments with no constraint or example: text.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

upload_project_file

34 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 5 / 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: project_id, filename, size_bytes, content.param_no_description
Minor
String arguments with no constraint or example: filename.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

complete_task

35 / 100Rain

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

Major
The description is too short (3 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: task_id, result.param_no_description
Minor
String arguments with no constraint or example: task_id, result.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: task_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_project_context

38 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
The description is too short (4 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: project_id, depth.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: project_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_projects

50 / 100Cloudy

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

Major
The description is too short (2 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context

whoami

50 / 100Cloudy

Purpose: 10 / 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

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.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

All scored servers