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GUTHMANN® Berlin Real Estate: tool descriptions scored estate.guthmann/mcp

tools/list taken
(UTC)
Connected to
https://mcp.guthmann.estate/mcp
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how GUTHMANN® Berlin Real Estate (estate.guthmann/mcp)'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/estate.guthmann/mcp
Average score
48.6 / 100Cloudy
Tools
37
Near-identical descriptions
4

Across the server

  • Minor
    37 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools whose descriptions are nearly the same

4 of 4 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
berlin_district_detailsberlin_neighborhood_details0.630.50
macro_labor_unemploymentmacro_labor_short_time_work0.620.33
socio_berlin_census_dwellingssocio_berlin_census_vacancy0.610.60
socio_berlin_census_dwellingssocio_berlin_census_households0.600.60

Tools

macro_construction_prices

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 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: start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

macro_gdp

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 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: start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

macro_inflation_hicp

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 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: start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

macro_labor_employment

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 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: start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

macro_labor_short_time_work

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 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: start, end, recent, fields, include.param_no_description
  • Minor
    Its description is nearly the same as macro_labor_unemployment's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use macro_labor_unemployment instead.confusable_pair
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

macro_labor_unemployment

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 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: start, end, recent, fields, include.param_no_description
  • Minor
    Its description is nearly the same as macro_labor_short_time_work's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use macro_labor_short_time_work instead.confusable_pair
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

berlin_districts

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: bezirke, bezirk_id, include.param_no_description
  • Minor
    String arguments with no constraint or example: include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

berlin_neighborhoods

40 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
4 / 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: bezirke, ortsteile, bezirk_id, ortsteil_id, include.param_no_description
  • Minor
    String arguments with no constraint or example: include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

berlin_neighborhood_details

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 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: planungsraum_id, include.param_no_description
  • Minor
    Its description is nearly the same as berlin_district_details's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use berlin_district_details instead.confusable_pair
  • Minor
    String arguments with no constraint or example: include.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: planungsraum_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

berlin_neighborhood_search

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
9 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: q, bezirke, ortsteile, bezirk_id, ortsteil_id, include.param_no_description
  • Minor
    String arguments with no constraint or example: include.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

macro_bund_yields

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

macro_ecb_policy_rates

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

macro_mortgage_lending

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

market_berlin_apartments

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
2 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: rbs, baualtertyp, bezirk_id, ortsteil_id, planungsraum_id, start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: bezirk_id, ortsteil_id, planungsraum_id, start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

berlin_borough_details

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 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: bezirk_id, ortsteile, include.param_no_description
  • Minor
    String arguments with no constraint or example: include.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: bezirk_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

berlin_district_details

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 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: ortsteil_id, planungsraeume, include.param_no_description
  • Minor
    Its description is nearly the same as berlin_neighborhood_details's (similarity 0.63); only the names and schemas tell them apart. Say in this description when to use berlin_neighborhood_details instead.confusable_pair
  • Minor
    String arguments with no constraint or example: include.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: ortsteil_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

market_berlin_apartment_buildings

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: rbs, bezirk_id, ortsteil_id, start, end, recent, fields, include.param_no_description
  • Minor
    String arguments with no constraint or example: bezirk_id, ortsteil_id, start, end, fields, include.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

listing_details

45 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: public_id, locale.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: public_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

listings

51 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: segment, bezirk, ortsteil, preis_min, preis_max, zimmer_min, flaeche_min, locale.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_census_buildings

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

socio_berlin_census_dwellings

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as socio_berlin_census_vacancy's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use socio_berlin_census_vacancy instead.confusable_pair
  • Minor
    Its description is nearly the same as socio_berlin_census_households's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use socio_berlin_census_households instead.confusable_pair
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: planungsraum_id, fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

socio_berlin_census_households

52 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as socio_berlin_census_dwellings's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use socio_berlin_census_dwellings instead.confusable_pair
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

market_germany_apartment_buildings

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 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: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_migration_matrix

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: von_rbs_id, nach_rbs_id, fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

berlin_conservation_area_details

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 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
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

search

56 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
12 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: q, locale, section.param_no_description

market_germany_residential

58 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: zeitraum.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_construction_activity

58 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_origin

58 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: stadtteil_id, planungsraum_id, fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_age_groups

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_census_rents

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_census_vacancy

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Its description is nearly the same as socio_berlin_census_dwellings's (similarity 0.61); only the names and schemas tell them apart. Say in this description when to use socio_berlin_census_dwellings instead.confusable_pair
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_migration_external

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

socio_berlin_population

59 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: rbs.param_no_description
  • Minor
    String arguments with no constraint or example: planungsraum_id, fields.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required

field_metadata

61 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

berlin_conservation_areas

66 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

berlin_boroughs

81 / 100Clear

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

No issues.

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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