// SCAN REPORT

ProduckAI MCP Server

50 tools. 20 can modify or destroy data without limits.

20 write tools that can modify data. Rate limits recommended.

Last updated: 30 Jun 2026

20 can modify or destroy data

30 read-only

50 tools total

Community server · catalogue entry verified 30/06/2026

How to control ProduckAI MCP Server ↓

TOOL MAP

What ProduckAI MCP Server exposes to your agents

Read (30) Write / Execute (20) Destructive / Financial (0)

Running more than one server? Check your whole stack →

MOST DANGEROUS TOOLS

High Risk

The most dangerous ProduckAI MCP Server tools

Execute · Medium run_clustering This tool executes a data analysis pipeline (clustering algorithm) that processes feedback data and generates insights. Write · Medium configure_bot_filters The tool modifies system configuration (bot filter rules) by adding, removing, and toggling filters. Write · Medium configure_drive_processing The tool creates or modifies configuration data (file size limits, classification thresholds, customer matching rules). Write · Medium configure_jira_mapping This tool modifies configuration settings that control system behavior (field mappings, defaults, sync options).

20 of ProduckAI MCP Server's 50 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control ProduckAI MCP Server

PolicyLayer is an MCP gateway — it sits between your AI agents and ProduckAI MCP Server, and nothing reaches the server without passing your rules. These are the rules we recommend:

Rate limit write operations

{
  "configure_bot_filters": {
    "limits": [
      {
        "counter": "configure_bot_filters_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations

{
  "analyze_zoom_meeting": {
    "limits": [
      {
        "counter": "analyze_zoom_meeting_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

Create a free account and register ProduckAI MCP Server — nothing to install.
Add these rules — paste them, or build them visually. Tune the limits to your setup.
Point your MCP client (Claude, Cursor, anything) at your gateway URL.

ENFORCE POLICY ON PRODUCKAI →

Instant setup, no code required.

FULL CATALOGUE

All 50 ProduckAI MCP Server tools

EXECUTE 1 tools

Execute run_clustering Trigger the clustering pipeline to analyze feedback and generate themes and insights. Clustering groups simila

WRITE 19 tools

Write configure_bot_filters Manage bot filters to prevent bot messages from being processed as feedback. View, add, remove, enable/disable Write configure_drive_processing Manage Google Drive processing settings. Configure file size limits, classification thresholds, customer match Write configure_jira_mapping Configure JIRA field mappings and sync settings. Set default project, issue type, priority mapping, and other Write configure_voc_weights Configure VOC scoring weights. Adjust how much each dimension (customer impact, frequency, recency, etc.) cont Write export_prd Export a PRD to a markdown file. Saves PRD content to a .md file for sharing, archiving, or importing into oth Write generate_embeddings Generate embeddings for feedback items that don Write generate_prd Generate a Product Requirements Document (PRD) from an insight. Creates a strategic, engineering-ready PRD usi Write link_feedback_to_jira Manually link a feedback item to an existing JIRA issue. Use this to connect feedback to issues created outsid Write link_zoom_to_customers Link a Zoom meeting to a customer. Updates all feedback from this meeting with the customer name. Useful for c Write regenerate_prd Regenerate a PRD after insight updates. Creates a new version of an existing PRD, incorporating any changes to Write setup_google_drive_integration Set up Google Drive integration using OAuth. Opens a browser to authorize the app and stores credentials secur Write setup_jira_integration Set up JIRA integration with API token authentication. Create API token at id.atlassian.com/manage-profile/sec Write setup_slack_integration Set up Slack integration using OAuth. Opens a browser to authorize the app and stores the access token securel Write setup_zoom_integration Set up Zoom integration with Server-to-Server OAuth. Create credentials at marketplace.zoom.us/develop/create. Write sync_feedback_to_jira Create JIRA issues from high-priority feedback. Uses VOC scores to prioritize which feedback to sync. Automati Write tag_slack_message_with_customer Manually link a Slack message to a customer. Use this when AI classification couldn Write update_prd_status Update the workflow status of a PRD. Change PRD status between draft, reviewed, and approved. Tracks progressi Write upload_csv_feedback Upload a CSV file containing customer feedback. Supports multiple templates (standard, customer_interview, sup Write upload_zoom_transcript Upload a Zoom transcript (.vtt file) for processing. Automatically extracts speaker segments and identifies fe

READ 30 tools

Read analyze_zoom_meeting Analyze a specific Zoom meeting for insights. Extracts key topics, speaker sentiment, action items, and custom Read browse_drive_folders Browse Google Drive folders and view statistics. Lists folders with file counts, supported types (Docs, Sheets Read browse_jira_projects Browse accessible JIRA projects with metadata. Shows project keys, names, issue types, and components. Use thi Read calculate_voc_scores Calculate VOC (Voice of Customer) scores for feedback or themes. Scores 0-100 based on customer impact, freque Read capture_raw_feedback Capture feedback directly from PM Read echo Simple echo tool for testing. Returns the input message back. Read get_csv_template Get CSV template specification with column definitions, data types, and example rows. Use this before uploadin Read get_customer_feedback Get all feedback from a specific customer along with insights affecting that customer. Useful for preparing fo Read get_drive_sync_status View sync history and status for all Google Drive folders. Shows last sync time, file counts, success/failure Read get_insight_details Get complete details for a specific insight including full description, impact analysis, recommendations, supp Read get_jira_feedback_report Generate feedback coverage report for JIRA. Shows what percentage of feedback is tracked in JIRA, response tim Read get_jira_sync_status View JIRA sync status and linked issues. Shows recent issues, feedback counts, and sync history. Helpful for m Read get_pipeline_status Get the current status of the ProduckAI data pipeline. Shows feedback counts, theme counts, insight counts, an Read get_prd Get full details for a specific PRD. Retrieves complete PRD content including markdown text, metadata (ACV, se Read get_slack_sync_status View sync history and status for all Slack channels. Shows last sync time, message counts, success/failure sta Read get_theme_details Get complete details for a specific theme including full description, all feedback items, customer breakdown, Read get_themes Get all discovered themes from clustering. Themes are high-level topics that group similar feedback together. Read get_top_feedback_by_voc Get top-ranked feedback by VOC score. Shows highest priority feedback with score breakdowns. Use this to ident Read get_voc_trends Analyze VOC score trends over time. Shows how feedback priority is changing. Identifies whether issues are bec Read get_zoom_insights Get insights from Zoom meeting data. Shows meeting frequency, most discussed topics, sentiment trends, and cus Read list_prds List generated PRDs with optional filters. Browse all PRDs created by the PRD generator. Filter by status (dra Read list_slack_channels List all accessible Slack channels in the connected workspace. Shows channel names, IDs, member counts, and wh Read ping_backend Test connection to ProduckAI backend. Returns health status and confirms the backend is reachable. Read preview_drive_folder Preview what would be synced from a Drive folder without processing. Shows file counts by type, estimated proc Read search_feedback Search raw feedback items using natural language queries or filters. Useful for finding specific customer ment Read search_insights Search for AI-generated insights using natural language queries or filters. Insights are derived from clustere Read sync_drive_folders Sync Google Drive folders and extract customer feedback from documents. Processes Google Docs (with structure Read sync_jira_to_feedback Import feedback from JIRA issues. Extracts customer feedback from JIRA issue descriptions and comments. Useful Read sync_slack_channels Sync messages from specified Slack channels and extract customer feedback using AI classification. Uses Claude Read sync_zoom_recordings Auto-fetch Zoom recordings and extract feedback. Downloads transcripts, parses speaker segments, and classifie

EXPLORE

Related servers

Other MCP servers with similar tools — same risk classification, starter policies for each.

FAQ

Questions about ProduckAI MCP Server

How do I prevent bulk modifications through ProduckAI MCP Server? +

The ProduckAI MCP Server server has 19 write tools including configure_bot_filters, configure_drive_processing, configure_jira_mapping. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach ProduckAI MCP Server.

How many tools does the ProduckAI MCP Server MCP server expose? +

50 tools across 3 categories: Execute, Read, Write. 30 are read-only. 20 can modify, create, or delete data.

How do I enforce a policy on ProduckAI MCP Server? +

Register the ProduckAI MCP Server MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every ProduckAI MCP Server tool call.

Deterministic rules across all 50 ProduckAI MCP Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON PRODUCKAI →

Instant setup, no code required.

50 ProduckAI MCP Server tools catalogued and risk-classified — across an index of 43,000+ MCP servers.