• DATA
  • TRENDS
  • TARGETS
  • HUMAN

How to analyze agency spending patterns with your AI

Connect your AI to the GovCon API. Once connected, your agent can pull contract histories and agency lists to find spending trends.

Ask AI about this page

Short answer

How can I use AI to track government contract spending?

Your agent pulls real-time contract data and agency lists to identify which departments award the most volume. You get a clear view of procurement distribution through direct queries. This breakdown shows you how to set it up.

The outcomes of your analysis.

Where your data lands.

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

DATA

Agency lists

The AI identifies available government entities. You get a clean list of agencies to target for your research.

TRENDS

Spending patterns

By pulling contract records, your agent identifies which agencies have the highest procurement volume. This shows you where the money is moving.

TARGETS

Contract opportunities

Your agent finds specific contracts awarded by target agencies. This helps you see who is winning work and when.

HUMAN

Strategic decisions

The AI provides the raw data and summaries. You decide which agencies to pursue based on the patterns it finds.

The workflow

What your AI does when you ask for spending data.

The AI moves from broad agency identification to specific contract deep dives.

  1. Identify agencies

    Your agent builds a list of relevant government entities to narrow your search scope.

    list_government_agencies

  2. Pull contract records

    The AI searches for specific procurement actions and contract awards based on your criteria.

    search_government_contracts

  3. Aggregate volume

    Your agent counts and sums the contract data to show how much each agency is spending.

    search_government_contracts

  4. Summarize findings

    The AI translates the raw contract numbers into a readable report on spending trends.

    list_government_agencies

Try it

Copy these to start.

Use these prompts to kick off your analysis.

Starting points

These are opening lines. Swap out the agency names or contract types to match your specific needs.

GovCon Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_geLC5DyWWWEybgBRyL37IxQbevXnESVAg105OzcJ/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 — GovCon capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "govcon-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_geLC5DyWWWEybgBRyL37IxQbevXnESVAg105OzcJ/mcp"
    }
  }
}
Copy into chat04

  • List all government agencies available in the system.

  • Search for all contracts awarded by the Department of Defense in the last year.

  • Show me the spending patterns for the Department of Energy based on recent contract awards.

  • Which agencies have the highest volume of contracts in the technology sector?

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

Start here

Connect GovCon API once, then ask.

One connection gives your AI access to the procurement data. Everything stays secure, and you can start asking questions immediately.

Connect GovCon API to your AI

FAQ

How this task behaves

  • 01

    Can the AI change contract data?

    No. The AI can only read and search existing government contract data.

  • 02

    Does the AI create new agency profiles?

    No. It can only list the agencies that are already present in the system.

  • 03

    Can I export the spending reports to Excel?

    The AI provides the data and summaries in your chat interface. You can then copy that data into your own spreadsheets.

  • 04

    How often is the contract data updated?

    The data is pulled directly through the API as it becomes available in the system.

  • 05

    Can the AI contact agency procurement officers?

    No. The AI is limited to searching and analyzing procurement data; it cannot send emails or make calls.

  • More questions about GovCon API? The Connector page answers them. See everything the GovCon API Connector can do

Connect GovCon to Claude, Cursor, ChatGPT & more