• DATA
  • ANALYSIS
  • REPORTING
  • HUMAN

How to audit legislative voting records with your AI

Connect LegiScan to your AI client to pull direct voting data. Once connected, you can ask your agent to track specific representatives or bill outcomes.

Ask AI about this page

Short answer

How can I use AI to check how a representative voted?

Your AI uses the LegiScan connector to pull specific bill details and voting records. You'll get a breakdown of how specific people voted on specific bills.

The audit outcomes

What you get from the data

The AI handles the data retrieval so you can focus on the analysis.

DATA

Direct voting records

The AI pulls the exact yes or no votes from the bill details. You get the raw facts without digging through government websites.

ANALYSIS

Voting patterns

Your agent identifies trends in how a representative handles specific topics. It looks for consistency across multiple bills.

REPORTING

Summary of outcomes

The AI turns complex legislative data into a plain English summary. You can use this to explain a vote to others.

HUMAN

Final verification

You must review the AI's summary against the official record. The AI provides the data, but you make the final judgment on the representative's intent.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your chat interface and the LegiScan database.

  1. Fetch bill data

    The AI identifies the specific legislation you are interested in and pulls the full text and metadata.

    get_bill_details

  2. Extract votes

    It scans the bill details to find the specific roll call votes and how each member voted.

    get_bill_details

  3. Compare records

    Your agent compares the votes of different representatives to find alignment or opposition.

    get_bill_details

  4. Draft summaries

    The AI writes a concise breakdown of the voting results for your review.

    get_bill_details

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

Swap out the bracketed text for the specific bill numbers or names you want to check.

LegiScan Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rssiJPKVDLeLjmC4UwvbiJTA0ihjeR7mzC6IlOFm/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 — LegiScan capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "legiscan-legislation-lookup-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rssiJPKVDLeLjmC4UwvbiJTA0ihjeR7mzC6IlOFm/mcp"
    }
  }
}
Copy into chat04

  • Get the details for bill [Bill Number] and tell me how [Representative Name] voted.

  • Pull the voting record for [Bill Number] and summarize the outcome.

  • Check the voting history for [Representative Name] on all recent bills related to [Topic].

  • Compare how [Representative A] and [Representative B] voted on [Bill Number].

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

Start here

Connect LegiScan Legislation Lookup once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted and secure on our side.

Connect LegiScan Legislation Lookup to your AI

FAQ

How this task behaves

  • 01

    Can the AI change a representative's voting record?

    No. The AI only reads data from LegiScan. It cannot modify any legislative records or government data.

  • 02

    Does the AI decide if a vote was 'good' or 'bad'?

    No. The AI provides the raw voting data and summaries. You must decide the political implications yourself.

  • 03

    Can I use this to find bills that haven't been voted on yet?

    The tool pulls details for specific bills. If a vote hasn't happened, there will be no voting record to pull.

  • 04

    How does the AI get the bill information?

    It uses the get_bill_details tool to pull data directly from the LegiScan database.

  • 05

    Can the AI send an email to a representative for me?

    No. This MCP is for retrieving legislative data only. It does not have tools to send messages or emails.

  • More questions about LegiScan Legislation Lookup? The Connector page answers them. See everything the LegiScan Legislation Lookup Connector can do

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