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

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.nvasilevv%2Fpensiata/versions/latest)
- Connected to: https://mcp.pensiata.me/mcp
- Homepage: https://pensiata.me/
- Repository: https://github.com/nvasilevv/pensiata-mcp
- Scoring rules: v2
- Tools: 26
- Average: 42.5 / 100 (Cloudy)
- Near-identical pairs: 1

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.

## Across the server

- Minor: 26 tools. Above 25, models start to tell tools apart less well.
- 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.

## Tools

- `get_bulgarian_pension_fund_managers`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: scheme_code.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_bulgarian_pension_fund_metric`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: metric.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_bulgarian_pension_fund_nav_series`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: fund_id, manager_slug, scheme_code, date_from, date_to, frequency.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `rank_benchmarks`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window.
  - Minor: String arguments with no constraint or example: metric.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `simulate_bulgarian_pension_saver_outcome`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: manager_slug, scheme_code, monthly_amount, date_from, end_date.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_benchmark_series`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: benchmark_slug, date_from, date_to, frequency.
  - Minor: String arguments with no constraint or example: benchmark_slug.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `rank_bulgarian_pension_benchmarks_by_metric`: 35 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window, scheme_code.
  - Minor: String arguments with no constraint or example: metric.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: The name is long (43 characters).
- `get_bulgarian_pension_benchmark_series`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: benchmark_slug, date_from, date_to, frequency.
  - Minor: String arguments with no constraint or example: benchmark_slug.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_bulgarian_pension_funds`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: scheme_code, active_only.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument active_only is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `rank_bulgarian_pension_funds_by_metric`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: scheme_code, metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window.
  - Minor: String arguments with no constraint or example: metric.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `search_pension_law`: 39 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_holdings_reports`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: manager_slug, fund_type, date_from, date_to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_managers`: 40 / 100
  - Major: Arguments without a description: scheme_code.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `simulate_saver_outcome`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: monthly_contribution, scheme_code, manager_slug, fund_id, start_date, end_date.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `compute_metric`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - 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.
  - Minor: String arguments with no constraint or example: metric.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `rank`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: scheme_code, metric, period, benchmark_slug, order, limit, offset, include_metrics, frequency, risk_free_rate, window.
  - Minor: String arguments with no constraint or example: metric.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `cache_stats`: 46 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_metrics`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_nav_series`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: fund_id, manager_slug, scheme_code, date_from, date_to, frequency.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_bulgarian_pension_benchmarks`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_bulgarian_pension_metrics_catalog`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_holdings_reports_index`: 52 / 100
  - Major: Arguments without a description: manager_slug, fund_type, date_from, date_to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_funds`: 52 / 100
  - Major: Arguments without a description: scheme_code, active_only.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument active_only is unclear.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_benchmarks`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_pension_legal_framework`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `read_holdings_report`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

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