This page shows how io.github.vlad-public-code/valem'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.vlad-public-code/valem
Average score
60.4/ 100Cloudy
Tools
35
Near-identical descriptions
1
Across the server
Minor
35 tools. Above 25, models start to tell tools apart less well.many_tools
Tools whose descriptions are nearly the same
1 of 1 pairs shown, highest description similarity first.
Tool
Tool
Description similarity
Name similarity
valem_recompute
valem_card_edit
0.69
0.25
Tools
get_spec
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: id.loose_string_param
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
get_history
42/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
Says nothing about what it returns.no_return_info
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
valem_card_edit
44/ 100Cloudy
Purpose
14 / 20
When to use
20 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
Arguments without a description: id, specHash, mutations.param_no_description
Minor
Its description is nearly the same as valem_recompute's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use valem_recompute instead.confusable_pair
Minor
String arguments with no constraint or example: id, specHash.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Says nothing about what it returns.no_return_info
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
valem_recompute
44/ 100Cloudy
Purpose
14 / 20
When to use
20 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Major
Arguments without a description: specHash, inputs, spec.param_no_description
Minor
Its description is nearly the same as valem_card_edit's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use valem_card_edit instead.confusable_pair
Minor
String arguments with no constraint or example: specHash.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Says nothing about what it returns.no_return_info
list_models
45/ 100Cloudy
Purpose
13 / 20
When to use
0 / 20
Arguments
25 / 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
Minor
Says nothing about what it returns.no_return_info
valem_spec_guide
49/ 100Cloudy
Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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
Minor
Says nothing about what it returns.no_return_info
delete_model
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: id.loose_string_param
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
get_model_info
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: id.loose_string_param
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
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
Says nothing about what it returns.no_return_info
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
get_audit
53/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 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
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
Says nothing about what it returns.no_return_info
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
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument evolution.upsertSchemaNodes[].required is unclear.vague_boolean
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
snapshot
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: id.loose_string_param
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
Says nothing about when to use it, or when not to.no_usage_context
Minor
String arguments with no constraint or example: id.loose_string_param
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
explain
65/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 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
String arguments with no constraint or example: id.loose_string_param
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
patch_model
65/ 100Cloudy
Purpose
20 / 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: id.loose_string_param
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
show_model
65/ 100Cloudy
Purpose
20 / 20
When to use
20 / 20
Arguments
18 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Minor
String arguments with no constraint or example: id.loose_string_param
Minor
Says nothing about what it returns.no_return_info
upload_blob
65/ 100Cloudy
Purpose
20 / 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
verify_audit
65/ 100Cloudy
Purpose
20 / 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: id.loose_string_param
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
get_state
66/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
8 / 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
String arguments with no constraint or example: id.loose_string_param
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
explain_value
67/ 100Cloudy
Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
No issues.
convert_spreadsheet
68/ 100Cloudy
Purpose
17 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
download_blob
68/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 25
Return value
15 / 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
Required identifiers whose description does not say where the value comes from: blobId. Name the tool or the place that returns it, or models look it up first.id_source_missing
get_domain_guidance
68/ 100Cloudy
Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
15 / 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
get_effective_schema
71/ 100Clear
Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
Minor
String arguments with no constraint or example: id.loose_string_param
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
eval_expression
72/ 100Clear
Purpose
17 / 20
When to use
5 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
No issues.
get_library
75/ 100Clear
Purpose
20 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
Minor
String arguments with no constraint or example: id.loose_string_param
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
pair_browser
76/ 100Clear
Purpose
17 / 20
When to use
15 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
No issues.
render_model
77/ 100Clear
Purpose
20 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
No issues.
mutate
80/ 100Clear
Purpose
20 / 20
When to use
10 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
Minor
String arguments with no constraint or example: id.loose_string_param
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_document
80/ 100Clear
Purpose
17 / 20
When to use
15 / 20
Arguments
18 / 25
Return value
15 / 15
Constraints and side effects
10 / 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.
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.