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

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Status
Unhealthy
Uptime
7.0% over 54 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
Repository
ProductNowAI/productnow-mcp
GitHub Stars
0
Server Listing
ProductNow MCP Server

TDQS

A4.3/5.0

Scored across 17 tools

Disambiguation5/5

Each tool has a clearly distinct purpose, and the descriptions explicitly draw boundaries between easily confused operations such as archive vs. move, edit_document vs. comment_on_document, and search vs. fetch vs. fetch_folder. Even the potentially overlapping remember/create_document/edit_document trio is differentiated with explicit usage guidance.

Naming Consistency4/5

All names use snake_case and start with a verb, giving a consistent verb-first convention. However, several names are single verbs (archive, fetch, move, search) while others include an object (create_document, fetch_folder), so the set is not a uniform verb_noun pattern throughout.

Tool Count4/5

Seventeen tools is slightly above the ideal 3–15 range, but the count is reasonable for a document knowledge platform spanning documents, folders, search, comments, versions, lifecycle, media, and memory. Each tool appears to earn its place rather than being redundant.

Completeness4/5

The surface covers core create, read, update, search, folder, comment, version, lifecycle, and media operations well. Notable gaps include no unarchive/permanent delete, no version restore, and no permission management, but these are minor for typical knowledge workflows.

Tool Schema Changelog

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

  1. 1 tool update
    • Changedcreate_document1 field changed
      • changedInput schema / properties / context / description
        Previous value: -"Supporting context or notes to attach as a .txt file — read from a referenced file if the user names one"New value: +"Supporting material supplied by the user or explicitly authorized for this document. ProductNow attaches it as a .txt file for generation."
  2. 29 tool updates
    • Addedarchive
    • Addedcomment_on_document
    • Changedcreate_document1 field changed
      • changedInput schema / properties / folderId / description
        Previous value: -"Folder ID to place the document in — use list_folders to find the target folder"New value: +"Folder to file the document in. Find it with search and fetch_folder before this call. Omit only when the user explicitly asked to create the document at the warehouse root."
    • Removedcreate_document_comment
    • Changedcreate_folder1 field changed
      • changedInput schema / properties / parentFolderId / description
        Previous value: -"The ID of the parent folder to nest the new folder inside. Omit to create a root-level folder."New value: +"Folder to nest under. Search with resultType folders, or walk with fetch_folder, and pass the closest related folder's id. Omit only when the user explicitly asked for a root-level folder."
    • Addededit_document
    • Addedfetch
    • Addedfetch_folder
    • Removedget_document
    • Removedget_document_chat
    • Removedget_document_feedback
    • Removedget_document_threads
    • Addedget_status
    • Removedget_thread_messages
    • Removedimport_prototype
    • Changedlist_document_versions1 field changed
      • changedInput schema / properties / status / description
        Previous value: -"Filter versions by status. Omit to return all versions regardless of status."New value: +"Filter by version status: DRAFT, REVIEW, PUBLISHED, SNAPSHOT, OUTDATED, or ARCHIVED. Omit to return every version. These are statuses, not the snapshot, review, and publish action verbs accepted by update_document_status."
    • Removedlist_folders
    • Removedlist_help_documents
    • Addedmove
    • Removedmove_document_to_review
    • Removedpost_document_chat_message
    • Addedremember
    • Addedrename
    • Changedreply_to_thread1 field changed
      • changedInput schema / properties / threadId / description
        Previous value: -"The ID of the comment thread to reply to. Use get_document_threads to find thread IDs."New value: +"The ID of the comment thread to reply to."
    • Addedsearch
    • Removedsearch_folders
    • Removedsearch_knowledge_warehouse
    • Removedswitch_document_chat_edit_mode
    • Addedupdate_document_status
  3. 1 tool update
    • Changedcreate_document2 fields changed
      • addedInput schema / properties / templateId
        Added value: +{
        +  "description": "Template ID — pass when applying a specific template",
        +  "type": "string"
        +}
      • removedInput schema / properties / templateVersionId
        Removed value: -{
        -  "description": "Template version ID — pass when applying a specific template",
        -  "type": "string"
        -}
  4. 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"
        +]
  5. 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

Publisher details

Operator
ProductNow
Operator website
https://productnow.ai/
Vendor relationship
First-party
Restrictions
Not applicable

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