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Company Lookup MCP
Company Lookup MCP

Tools

Everything Company Lookup MCP exposes to your AI client: tools, resources and prompts.

3 capabilities3 tool
Automated heuristic

Tool docs quality: C — 3 tools graded

Average 62/100 for how clearly each description tells an AI client what the tool does, what it needs, and what it changes. It is not a security audit.

  • Grade A: 0
  • Grade B: 0
  • Grade C: 3
  • Grade D: 0
  • Grade F: 0
How grades work
  • Return legal address for an LEI.

    Description quality grade C, 60/100 · 3 to fix
    • Has a description: passed20/20

      The tool has a description an AI client can read.

    • Sensible length: not passed10/20

      A bit terse. One more clause about inputs or results would help.

    • Starts with what it does: passed15/15

      Opens with an action verb.

    • Mentions its inputs: not passed0/20

      Say what the tool needs, for example “by issue number” or “takes a file path”.

    • Explains side effects: passed15/15

      Looks read-only, so no disclosure is required. Saying “read-only” still helps.

    • Gives usage guidance: not passed0/10

      Add when to use it, what it requires, or what to use instead.

  • Find legal entity by 20-char LEI code (GLEIF).

    Description quality grade C, 60/100 · 3 to fix
    • Has a description: passed20/20

      The tool has a description an AI client can read.

    • Sensible length: not passed10/20

      A bit terse. One more clause about inputs or results would help.

    • Starts with what it does: passed15/15

      Opens with an action verb.

    • Mentions its inputs: not passed0/20

      Say what the tool needs, for example “by issue number” or “takes a file path”.

    • Explains side effects: passed15/15

      Looks read-only, so no disclosure is required. Saying “read-only” still helps.

    • Gives usage guidance: not passed0/10

      Add when to use it, what it requires, or what to use instead.

  • Fuzzy search legal entities by name.

    Description quality grade C, 65/100 · 3 to fix
    • Has a description: passed20/20

      The tool has a description an AI client can read.

    • Sensible length: not passed10/20

      A bit terse. One more clause about inputs or results would help.

    • Starts with what it does: not passed0/15

      Open with an action verb, for example “Search issues…” or “Creates a label…”.

    • Mentions its inputs: passed20/20

      The description mentions what the tool takes.

    • Explains side effects: passed15/15

      Looks read-only, so no disclosure is required. Saying “read-only” still helps.

    • Gives usage guidance: not passed0/10

      Add when to use it, what it requires, or what to use instead.