Pensiata - Bulgarian Pension Fund Analytics: tool descriptions scored io.github.nvasilevv/pensiata

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

Scores, issues and names only

This page shows how Pensiata - Bulgarian Pension Fund Analytics (io.github.nvasilevv/pensiata)'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.nvasilevv/pensiata

Average score: 42.5 / 100Cloudy
Tools: 26
Near-identical descriptions: 1

Across the server

Minor
26 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

1 of 1 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
get_bulgarian_pension_fund_managers	get_bulgarian_pension_fund_metric	0.36	0.67

Tools

get_bulgarian_pension_fund_managers

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: scheme_code.param_no_description
Minor
Its description is nearly the same as get_bulgarian_pension_fund_metric's (similarity 0.36); only the names and schemas tell them apart. Say in this description when to use get_bulgarian_pension_fund_metric instead.confusable_pair
Minor
No `required` list, so every argument is optional.no_required
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_bulgarian_pension_fund_metric

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: metric, period, fund_id, manager_slug, scheme_code, benchmark_target_slug, benchmark_slug, risk_free_slug, risk_free_rate, window, frequency.param_no_description
Minor
Its description is nearly the same as get_bulgarian_pension_fund_managers's (similarity 0.36); only the names and schemas tell them apart. Say in this description when to use get_bulgarian_pension_fund_managers instead.confusable_pair
Minor
String arguments with no constraint or example: metric.loose_string_param
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_bulgarian_pension_fund_nav_series

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: fund_id, manager_slug, scheme_code, date_from, date_to, frequency.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

rank_benchmarks

33 / 100Rain

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window.param_no_description
Minor
String arguments with no constraint or example: metric.loose_string_param
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

simulate_bulgarian_pension_saver_outcome

33 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: manager_slug, scheme_code, monthly_amount, date_from, end_date.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_benchmark_series

35 / 100Rain

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: benchmark_slug, date_from, date_to, frequency.param_no_description
Minor
String arguments with no constraint or example: benchmark_slug.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

rank_bulgarian_pension_benchmarks_by_metric

35 / 100Rain

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 9 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window, scheme_code.param_no_description
Minor
String arguments with no constraint or example: metric.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
Minor
The name is long (43 characters).long_name

get_bulgarian_pension_benchmark_series

37 / 100Rain

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: benchmark_slug, date_from, date_to, frequency.param_no_description
Minor
String arguments with no constraint or example: benchmark_slug.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_bulgarian_pension_funds

37 / 100Rain

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: scheme_code, active_only.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument active_only is unclear.vague_boolean
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

rank_bulgarian_pension_funds_by_metric

39 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 9 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: scheme_code, metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window.param_no_description
Minor
String arguments with no constraint or example: metric.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

search_pension_law

39 / 100Rain

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 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
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_holdings_reports

40 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: manager_slug, fund_type, date_from, date_to.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_managers

40 / 100Cloudy

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

Major
Arguments without a description: scheme_code.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

simulate_saver_outcome

40 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: monthly_contribution, scheme_code, manager_slug, fund_id, start_date, end_date.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

compute_metric

42 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: metric, period, fund_id, manager_slug, scheme_code, benchmark_target_slug, benchmark_slug, risk_free_slug, risk_free_rate, window, frequency.param_no_description
Minor
String arguments with no constraint or example: metric.loose_string_param
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

rank

42 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 9 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: scheme_code, metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window.param_no_description
Minor
String arguments with no constraint or example: metric.loose_string_param
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

cache_stats

46 / 100Cloudy

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 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
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_metrics

46 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_nav_series

47 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: fund_id, manager_slug, scheme_code, date_from, date_to, frequency.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_bulgarian_pension_benchmarks

51 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_bulgarian_pension_metrics_catalog

51 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_holdings_reports_index

52 / 100Cloudy

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

Major
Arguments without a description: manager_slug, fund_type, date_from, date_to.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_funds

52 / 100Cloudy

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

Major
Arguments without a description: scheme_code, active_only.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument active_only is unclear.vague_boolean
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_benchmarks

53 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_pension_legal_framework

55 / 100Cloudy

Purpose: 13 / 20
When to use: 0 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No `required` list, so every argument is optional.no_required
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

read_holdings_report

60 / 100Cloudy

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

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

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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