# GleanMark USPTO Trademark Search (com.gleanmark/trademark-search): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.gleanmark%2Ftrademark-search/versions/latest)
- Connected to: https://gleanmark.com/mcp
- Homepage: https://gleanmark.com/integrations
- Scoring rules: v2
- Tools: 64
- Average: 57.0 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how GleanMark USPTO Trademark Search (com.gleanmark/trademark-search)'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

- Major: 64 tools. Above 40, models choose less accurately.
- Minor: The server's instructions are 46383 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `get_event_status_mapping`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `count_trademarks_by_attributes`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: nice_classes, class_match_mode, mark_types, standard_characters, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument standard_characters is unclear.
  - Minor: Says nothing about what it returns.
- `get_mark_ai_summary`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: serial_number.
  - Minor: Says nothing about what it returns.
- `get_class_relationships`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_owner_ttab_stats`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: limit.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_prosecution_timeline`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: serial_number.
  - Minor: Says nothing about what it returns.
- `get_owner_ttab_enforcement`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: proceeding_types, target_mark_types, limit.
  - Minor: Says nothing about what it returns.
- `get_reference_lookup`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `recommend_nice_classes`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_mark_statements`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: mode, status, limit.
  - Minor: Says nothing about what it returns.
- `get_latest_office_action`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: serial_number.
- `get_mark_international_profile`: 50 / 100
  - Minor: String arguments with no constraint or example: serial_number.
  - Minor: Says nothing about what it returns.
- `get_owner_ai_summary`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_owner_filing_trends`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `get_owner_goods_keywords`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_ttab_proceeding_details`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `list_prosecution_documents`: 50 / 100
  - Minor: String arguments with no constraint or example: serial_number.
  - Minor: Says nothing about what it returns.
- `analyze_prosecution_history`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: serial_number.
- `get_chain_of_title`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_mark_prosecution_summary`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: serial_number.
- `research_office_action`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_ttab_document`: 53 / 100
  - Minor: Arguments without a description: max_chars.
  - Minor: The description mentions none of its 3 or more arguments.
- `phonetic_search`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: include_dead, similarity_threshold, limit.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument include_dead is unclear.
- `check_brand_availability`: 54 / 100
- `get_deadline_satisfaction_mapping`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_event_code_reference`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_ttab_top_opposition_filers`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `is_mark_famous`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_claimed_colors`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `search_design_codes`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: status, limit.
  - Minor: Says nothing about what it returns.
- `get_firm_top_correspondents`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `web_research`: 56 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `analyze_ttab_proceeding`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `compare_marks`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `fetch`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_nice_classes`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `search`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_ttab_proceedings`: 57 / 100
  - Minor: Arguments without a description: status_filter, limit.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `validate_gs_description`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_firm_correspondent_tasks`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_correspondent_marks`: 60 / 100
  - Minor: String arguments with no constraint or example: correspondent_id.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_fame_profile`: 60 / 100
  - Minor: Says nothing about what it returns.
- `get_firm_deadlines`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_mark_deadlines`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_owner_deadlines`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_prosecution_document`: 60 / 100
  - Minor: Arguments without a description: max_chars.
- `count_filings_by_period`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `check_domain_availability`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_attorneys`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `search_trademarks`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_correspondent_specialization`: 63 / 100
  - Minor: String arguments with no constraint or example: correspondent_name.
  - Minor: The description mentions none of its 3 or more arguments.
- `resolve_trademark_subject`: 64 / 100
- `run_safe_analytics`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: filters.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_firm_oa_outcomes`: 65 / 100
  - Minor: Says nothing about what it returns.
- `get_similar_marks`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_cohort_event_intervals`: 67 / 100
- `run_knockout_search`: 67 / 100
- `search_goods_services`: 67 / 100
  - Minor: Arguments without a description: sort.
- `lookup_trademark`: 75 / 100
- `suggest_gs_descriptions`: 75 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_top_filers`: 76 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_owner_related_parties`: 77 / 100
- `get_mark_owner_landscape`: 78 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `search_by_owner`: 80 / 100

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