com.valksor/hub: tool descriptions scored

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

Scores, issues and names only

This page shows how com.valksor/hub'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/com.valksor/hub

Average score: 77.2 / 100Clear
Tools: 27
Near-identical descriptions: 34

Across the server

Minor
27 tools. Above 25, models start to tell tools apart less well.many_tools
Minor
34 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total
Critical
These tools share the same description: latin_get_inflections, slavonic_get_inflections.identical_description

Tools whose descriptions are nearly the same

12 of 34 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
latin_get_inflections	slavonic_get_inflections	1.00	0.50
latgalian_search	anglo_search	0.96	0.33
livonian_romanize	latgalian_romanize	0.95	0.33
latin_search	latgalian_search	0.95	0.33
latin_search	anglo_search	0.94	0.33
latin_get_inflections	norse_get_inflections	0.94	0.50
latin_get_inflections	latgalian_get_inflections	0.94	0.50
latin_get_inflections	anglo_get_inflections	0.94	0.50
slavonic_get_inflections	norse_get_inflections	0.94	0.50
slavonic_get_inflections	latgalian_get_inflections	0.94	0.50
slavonic_get_inflections	anglo_get_inflections	0.94	0.50
norse_get_inflections	latgalian_get_inflections	0.93	0.50

Tools

anglo_romanize

60 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

anglo_deromanize

63 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 23 / 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

slavonic_transliterate

65 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 23 / 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

latgalian_deromanize

70 / 100Clear

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 23 / 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

livonian_deromanize

70 / 100Clear

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 23 / 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

slavonic_detransliterate

70 / 100Clear

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 23 / 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

dictionaries

71 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

interslavic_transliterate

72 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

No issues.

latgalian_romanize

72 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Its description is nearly the same as livonian_romanize's (similarity 0.95); only the names and schemas tell them apart. Say in this description when to use livonian_romanize instead.confusable_pair

latin_lemmatize

72 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

No issues.

livonian_romanize

72 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Its description is nearly the same as latgalian_romanize's (similarity 0.95); only the names and schemas tell them apart. Say in this description when to use latgalian_romanize instead.confusable_pair

interslavic_search

75 / 100Clear

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 23 / 25
Return value: 15 / 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

anglo_search

80 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as latgalian_search's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use latgalian_search instead.confusable_pair
Minor
Its description is nearly the same as latin_search's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use latin_search instead.confusable_pair

latgalian_search

80 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as anglo_search's (similarity 0.96); only the names and schemas tell them apart. Say in this description when to use anglo_search instead.confusable_pair
Minor
Its description is nearly the same as latin_search's (similarity 0.95); only the names and schemas tell them apart. Say in this description when to use latin_search instead.confusable_pair

latin_search

80 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as latgalian_search's (similarity 0.95); only the names and schemas tell them apart. Say in this description when to use latgalian_search instead.confusable_pair
Minor
Its description is nearly the same as anglo_search's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use anglo_search instead.confusable_pair

norse_search

80 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

No issues.

scythian_search

80 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

No issues.

slavonic_search

80 / 100Clear

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

No issues.

anglo_get_inflections

85 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as latin_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use latin_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as slavonic_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use slavonic_get_inflections instead.confusable_pair

interslavic_get_inflections

85 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

No issues.

latgalian_get_inflections

85 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as latin_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use latin_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as slavonic_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use slavonic_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as norse_get_inflections's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use norse_get_inflections instead.confusable_pair

latin_get_inflections

85 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as slavonic_get_inflections's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use slavonic_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as norse_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use norse_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as latgalian_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use latgalian_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as anglo_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use anglo_get_inflections instead.confusable_pair

livonian_search

85 / 100Clear

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

No issues.

norse_get_inflections

85 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as latin_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use latin_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as slavonic_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use slavonic_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as latgalian_get_inflections's (similarity 0.93); only the names and schemas tell them apart. Say in this description when to use latgalian_get_inflections instead.confusable_pair

scythian_get_descendants

85 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

No issues.

slavonic_get_inflections

85 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as latin_get_inflections's (similarity 1.00); only the names and schemas tell them apart. Say in this description when to use latin_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as norse_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use norse_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as latgalian_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use latgalian_get_inflections instead.confusable_pair
Minor
Its description is nearly the same as anglo_get_inflections's (similarity 0.94); only the names and schemas tell them apart. Say in this description when to use anglo_get_inflections instead.confusable_pair

livonian_get_inflections

93 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 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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