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Connect AI agents to ProductNow's context engine to search, create, review, and act.

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Status
Unhealthy
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
Repository
ProductNowAI/productnow-mcp
GitHub Stars
0
Server Listing
ProductNow MCP Server

TDQS

A4.1/5.0

Scored across 20 tools

Disambiguation5/5

Each tool targets a distinct resource-action pair: document creation/retrieval, version listing, status transitions, chat operations, feedback retrieval, thread management, folder navigation, search, media upload, and prototype import. The only close pair is create_document and create_help_document, but their descriptions clearly separate regular documents from help docs.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern (create_, get_, list_, search_, move_, post_, switch_, upload_, import_). Even longer names like move_document_to_review and switch_document_chat_edit_mode maintain the same grammatical structure, making the set highly predictable.

Tool Count4/5

At 20 tools, the set is on the heavier side but each tool maps to a distinct feature of the product: document lifecycle, review comments, AI draft chat, folder hierarchy, help docs, search, media, and prototype import. Given this breadth, the count is slightly over the ideal 3-15 range but not bloated or redundant.

Completeness3/5

The set covers creation, retrieval, versioning, review status transitions, commenting, chat-based editing, and search, but lacks direct document deletion, folder deletion, and an explicit publish action (only moving to review is exposed). Help document management also stops at create/list without update or delete, leaving notable lifecycle gaps.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool update
    • Changedpost_document_chat_message2 fields changed
      • removedInput schema / properties / documentVersionId
        Removed value: -{
        -  "description": "The ID of the document version to post a chat message to",
        -  "type": "string"
        -}
      • changedInput schema / required
        Previous value: -[
        -  "documentId",
        -  "documentVersionId",
        -  "message"
        -]New value: +[
        +  "documentId",
        +  "message"
        +]
  2. 20 tool updates
    • First observedcreate_document
    • First observedcreate_document_comment
    • First observedcreate_folder
    • First observedcreate_help_document
    • First observedget_document
    • First observedget_document_chat
    • First observedget_document_feedback
    • First observedget_document_threads
    • First observedget_thread_messages
    • First observedimport_prototype
    • First observedlist_document_versions
    • First observedlist_folders
    • First observedlist_help_documents
    • First observedmove_document_to_review
    • First observedpost_document_chat_message
    • First observedreply_to_thread
    • First observedsearch_folders
    • First observedsearch_knowledge_warehouse
    • First observedswitch_document_chat_edit_mode
    • First observedupload_media

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