• THEMES
  • SENTIMENT
  • SUMMARY
  • HUMAN

How to analyze public comments with your AI

Connect Regulations.gov to your AI client to turn massive dockets into clear, actionable summaries.

Ask AI about this page

Short answer

How can I use AI to read through public comments?

Your AI uses the Regulations.gov MCP to find specific dockets and read through the individual comments submitted. It then identifies recurring themes, industry objections, or general sentiment. You get a structured breakdown of what people are actually saying.

The results you get.

Where your data lands.

The AI processes raw data into these specific outcomes.

THEMES

Identify common concerns

The AI groups similar feedback to show you which specific regulations are causing the most friction for industry players.

SENTIMENT

Gauge public mood

It categorizes comments by tone to help you see if the general response is supportive, hostile, or neutral.

SUMMARY

Condensed docket overviews

Instead of reading thousands of entries, you get a high-level summary of the most impactful arguments made in a docket.

HUMAN

Manual verification

You decide which specific comments require a deep dive or a formal response based on the AI's findings.

The workflow

What your AI does when the data arrives.

The AI moves from finding the right data to interpreting it for you.

  1. Locate the docket

    Your AI finds the specific rulemaking folder you need by searching for the relevant docket ID or keyword.

    search_comments

  2. Read individual entries

    Once the docket is found, the AI pulls the full text of specific comments to ensure it has the complete context.

    get_comment

  3. Extract patterns

    The AI scans the text to find repeated phrases, specific industry complaints, or common technical objections.

    search_comments

  4. Synthesize findings

    The AI organizes these patterns into a structured report that highlights the most significant points of contention.

    get_comment

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

Replace the bracketed text with your specific docket ID or the topic you are tracking.

Regulations.gov Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_OEtVBvkYpFBbDjeyLTRNtp3Dz8on3YoiiUYugH8g/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Regulations.gov capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "regulationsgov-erulemaking-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_OEtVBvkYpFBbDjeyLTRNtp3Dz8on3YoiiUYugH8g/mcp"
    }
  }
}
Copy into chat04

  • Search for all comments in docket [ID] and tell me the three biggest concerns raised by industry groups.

  • Pull the comments from docket [ID] and summarize the general sentiment of the public feedback.

  • Find comments in docket [ID] that specifically mention [Topic] and summarize their arguments.

  • Read the comments in docket [ID] and create a list of technical objections raised by experts.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Regulations.gov once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted and secure, and you can start asking questions immediately.

Connect Regulations.gov to your AI

FAQ

How this task behaves.

  • 01

    Can the AI submit my own comments to a docket?

    No. This MCP is for reading and analyzing existing data, not for submitting new filings.

  • 02

    Can the AI change or edit existing public comments?

    No. The AI only reads the data provided by the agency; it has no write access to the Regulations.gov database.

  • 03

    How does the AI handle very large dockets?

    The AI uses the search and retrieval tools to pull relevant comments in batches, allowing it to process large volumes without hitting limits.

  • 04

    Does the AI see every single comment in a docket?

    The AI can access any comment available through the search and get tools, but its ability to 'see' everything depends on how you instruct it to search.

  • 05

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, such as Claude, Cursor, or Windsurf.

  • More questions about Regulations.gov? See everything the Regulations.gov Connector can do

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