# HelloBooks AI Agents MCP Server (io.github.HelloBooksAIAgents/hellobooks-mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.HelloBooksAIAgents%2Fhellobooks-mcp/versions/latest)
- Connected to: https://agents.hellobooks.ai/mcp
- Homepage: https://agents.hellobooks.ai/
- Repository: https://github.com/Meru-Fin-Tech/HelloBooks-MCP-Public
- Scoring rules: v2
- Tools: 29
- Average: 63.7 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how HelloBooks AI Agents MCP Server (io.github.HelloBooksAIAgents/hellobooks-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.

## Across the server

- Minor: 29 tools. Above 25, models start to tell tools apart less well.

## Tools

- `list_features`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_integrations`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_feature_categories`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `country_support`: 46 / 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.
- `compliance_capabilities`: 49 / 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.
- `list_competitors`: 52 / 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.
- `practice_management_info`: 54 / 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.
- `feature_search`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `local_payment_methods`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_videos`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `partner_program_info`: 59 / 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.
- `free_tier_eligibility`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `list_articles`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `compliance_deadlines`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `list_tax_rates`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_plans`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `estimate_migration_effort`: 68 / 100
  - Minor: Arguments without a description: fileName.
- `analyze_balance_sheet`: 70 / 100
- `analyze_trial_balance`: 70 / 100
- `list_credit_packs`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `lookup_tax_rate`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `how_munimji_helps`: 74 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `analyze_profit_loss`: 75 / 100
- `analyze_xero_journal_anomalies`: 75 / 100
- `compare_books_to_hellobooks`: 77 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `analyze_journal_variance`: 80 / 100
- `analyze_qbo_journal_anomalies`: 80 / 100
- `analyze_qbo_journal_cleanup`: 80 / 100
- `analyze_xero_journal_cleanup`: 80 / 100

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