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Marketing intelligence API for AI agents. Real campaign data, not LLM guesses.

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 6 tool updates
    • Removedmoltarch_chat
    • Removedmoltarch_get_answer
    • Removedmoltarch_start_session
    • Addedpimea_chat
    • Addedpimea_get_answer
    • Addedpimea_start_session
  2. 3 tool updates
    • Changedmoltarch_chat2 fields changed
      • addedInput schema / properties / api_key / default
        Added value: +""
      • changedInput schema / required
        Previous value: -[
        -  "api_key",
        -  "session_id",
        -  "message"
        -]New value: +[
        +  "session_id",
        +  "message"
        +]
    • Changedmoltarch_get_answer2 fields changed
      • addedInput schema / properties / api_key / default
        Added value: +""
      • changedInput schema / required
        Previous value: -[
        -  "api_key",
        -  "session_id"
        -]New value: +[
        +  "session_id"
        +]
    • Changedmoltarch_start_session2 fields changed
      • addedInput schema / properties / api_key / default
        Added value: +""
      • removedInput schema / required
        Removed value: -[
        -  "api_key"
        -]
  3. 3 tool updates
    • First observedmoltarch_chat
    • First observedmoltarch_get_answer
    • First observedmoltarch_start_session

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TDQS

A4.7/5.0
Disambiguation5/5

Each tool has a distinct role in the session lifecycle: start_session initiates, chat conducts dialogue, get_answer retrieves the final result. No overlap.

Naming Consistency5/5

All tools use the consistent 'pimea_' prefix followed by a clear verb_noun pattern (start_session, chat, get_answer), making them predictable and easy to distinguish.

Tool Count5/5

Three tools perfectly cover the workflow without unnecessary extras. The count is well-scoped for a focused marketing intelligence service.

Completeness5/5

The tool set provides a complete workflow: start a session, interact via chat, and retrieve the grounded deliverable. No obvious gaps for the intended use case.

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