Toofi Dental Planning MCP: tool descriptions scored app.toofi/dental-planning

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://toofi.app/mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Toofi Dental Planning MCP (app.toofi/dental-planning)'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/app.toofi/dental-planning

Average score: 49.6 / 100Cloudy
Tools: 32
Near-identical descriptions: 7

Across the server

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

Tools whose descriptions are nearly the same

7 of 7 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
example_en	example_ru	0.78	0.33
example_uk	example_pl	0.75	0.33
example_uk	example_sk	0.75	0.33
example_pl	example_sk	0.75	0.33
get_patient	get_plan	0.64	0.33
list_patients	list_plans	0.60	0.33
list_demo_plans	list_plans	0.36	0.67

Tools

get_demo_patient

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (7 words).restates_name
Major
The description is too short (7 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_patient

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as get_plan's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use get_plan instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_plan

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as get_patient's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use get_patient instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_status

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (5 words).restates_name
Major
The description is too short (5 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

list_audit_receipts

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (9 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

list_demo_plans

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (7 words).restates_name
Major
The description is too short (7 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as list_plans's (similarity 0.36); only the names and schemas tell them apart. Say in this description when to use list_plans instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

list_patients

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as list_plans's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use list_plans instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

list_plans

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as list_patients's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use list_patients instead.confusable_pair
Minor
Its description is nearly the same as list_demo_plans's (similarity 0.36); only the names and schemas tell them apart. Say in this description when to use list_demo_plans instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

generate_treatment_plan_draft

42 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 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: patient, patient.patient_ref, patient.display_name, patient.age_band, clinical_findings, procedures, procedures[].procedure_id, procedures[].label, procedures[].tooth, procedures[].quantity, procedures[].notes.param_no_description
Minor
String arguments with no constraint or example: agent_id, patient_ref, patient.patient_ref, patient.display_name, patient.age_band, procedures[].procedure_id, procedures[].label, procedures[].tooth, procedures[].notes.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_dental_plan_operation_status

44 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 15 / 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
Minor
Arguments without a description: presentation, presentation.include_pdf, presentation.build_options, presentation.build_options.installment.param_no_description
Minor
String arguments with no constraint or example: agent_id, session_token, toofi_agent_key, presentation.language.loose_string_param
Minor
The meaning of the boolean argument presentation.include_pdf is unclear.vague_boolean

import_price_csv

44 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 16 / 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
Minor
Arguments without a description: dry_run.param_no_description
Minor
String arguments with no constraint or example: agent_id, csv_text.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument dry_run is unclear.vague_boolean

generate_price_estimate

46 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

start_pano_markup

46 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

discover_capabilities

47 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_agent_credit_balance

49 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: agent_id, session_token, toofi_agent_key.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_demo_plan

50 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_demo_presentation

50 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

example_pl

51 / 100Cloudy

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as example_uk's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use example_uk instead.confusable_pair
Minor
Its description is nearly the same as example_sk's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use example_sk instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

example_sk

51 / 100Cloudy

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as example_uk's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use example_uk instead.confusable_pair
Minor
Its description is nearly the same as example_pl's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use example_pl instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

example_uk

51 / 100Cloudy

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
The description only restates the name (8 words).restates_name
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Its description is nearly the same as example_pl's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use example_pl instead.confusable_pair
Minor
Its description is nearly the same as example_sk's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use example_sk instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_agent_billing_quote

51 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 16 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: units, currency.param_no_description
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

claim_agent_checkout_key

52 / 100Cloudy

Purpose: 14 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

preview_plan_draft_schema

52 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 16 / 25
Return value: 15 / 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
Minor
Arguments without a description: procedures.param_no_description
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

lookup_dental_procedures

55 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 8 / 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
Minor
String arguments with no constraint or example: agent_id, q, text, language.loose_string_param

generate_patient_presentation

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

list_demo_patients

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

generate_dental_treatment_plan_pdf

60 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 13 / 25
Return value: 15 / 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
Minor
Arguments without a description: patient, clinical_input, clinical_input.teeth, clinical_input.teeth[].implant_planned, clinical_input.objectives, clinical_input.constraints, presentation, presentation.include_pdf, presentation.build_options, presentation.build_options.installment, ai_preset, ai_preset.preset.param_no_description
Minor
String arguments with no constraint or example: agent_id, session_token, toofi_agent_key, patient.language, clinical_input.teeth[].root, clinical_input.teeth[].implant, clinical_input.teeth[].supra, clinical_input.teeth[].gum, clinical_input.teeth[].mobility, clinical_input.teeth[].periapical, clinical_input.teeth[].problem, presentation.language, ai_preset.provider.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument clinical_input.teeth[].implant_planned is unclear.vague_boolean
Minor
The meaning of the boolean argument presentation.include_pdf is unclear.vague_boolean

example_en

62 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 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
Minor
Its description is nearly the same as example_ru's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use example_ru instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

example_ru

62 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 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
Minor
Its description is nearly the same as example_en's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use example_en instead.confusable_pair
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

example_ua

62 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 18 / 25
Return value: 15 / 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
Minor
String arguments with no constraint or example: agent_id.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

create_agent_checkout_session

64 / 100Cloudy

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

Minor
Arguments without a description: units.param_no_description
Minor
String arguments with no constraint or example: agent_id, email.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_example_result

71 / 100Clear

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: agent_id, locale.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

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