Search Federal Contract Awards
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Analyse Federal Spending by Geography and Trend
Map federal contract and grant spending by state, congressional district, or city, and track how spending has changed over time.
Quick answer: Use the Government Spending tool through ToolRouter to analyse federal spending by geography and trend directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.
ToolFederal spending flows very unevenly across the country, and understanding where government money lands matters for economic development, political analysis, grant strategy, and business development. A state that receives disproportionate defence spending or a congressional district with outsized federal grant flows tells you something about both economic dynamics and political priorities.
Government Spending maps federal awards by geography — state, county, or city — and tracks how spending patterns have shifted year over year. The same data allows trend analysis to identify whether specific agencies or categories are growing or contracting in specific regions.
Economic development agencies, policy researchers, journalists, and companies deciding where to build government-facing operations use this to understand the geographic distribution of federal money.
How to analyse federal spending by geography and trend with Claude, ChatGPT, Microsoft Copilot, and OpenClaw
Claude analyses geographic spending data and connects the numbers to economic and political context. It identifies which states are the biggest recipients of federal contracts versus grants, explains what the spending composition reveals about a region's economic relationship with the federal government, and tracks year-over-year changes to identify shifts.
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
How to analyse federal spending by geography and trend with Claude
Once connected (see setup above), use the Government Spending tool:
- Ask Claude: "Show me federal spending in Texas by agency for the last fiscal year"
- Claude returns geographic spending breakdown with agency and category data
- Ask: "Which states receive the most federal contract spending per capita?"
- Ask: "How has federal spending in this state changed over the last five years?"
Example prompt for Claude
Try this with Claude using the Government Spending tool
Analyse federal contract and grant spending in Ohio for the last fiscal year. Which agencies are the biggest spenders in the state, what sectors are the money going into, and how does Ohio's federal spending compare to neighbouring states?
Tips for Claude
- Ask for per-capita spending comparisons to normalise for state population differences
- Track spending trends over three or more years to distinguish a one-year anomaly from a structural shift
- Ask Claude to explain what the spending mix (contracts vs grants, defence vs civilian) reveals about a region's economic character
ChatGPT analyses geographic federal spending and presents findings in accessible briefings. It explains what spending concentration in specific states or districts reveals about economic activity and political priorities, and tracks year-over-year trends with plain-language interpretation of what is driving the changes.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
How to analyse federal spending by geography and trend with ChatGPT
Once connected (see setup above), use the Government Spending tool:
- Ask: "How much federal money flowed into [state] last year?"
- ChatGPT returns spending breakdown with geographic and trend context
- Ask: "Which congressional districts in this state receive the most federal spending?"
Example prompt for ChatGPT
Try this with ChatGPT using the Government Spending tool
How has federal spending in Virginia changed over the last five years? Break down by agency and explain whether defence or civilian spending is growing faster. Which parts of the state receive the most federal money?
Tips for ChatGPT
- Ask for spending trend commentary rather than just the numbers — understanding direction matters as much as scale
- ChatGPT can frame geographic spending in terms of economic dependence on federal contracts
- Request district-level breakdowns for politically sensitive analysis of where federal money lands
Copilot retrieves geographic federal spending data in structured formats for map visualisations, spending dashboards, or economic research tools. Pull state or county-level spending with agency breakdown and time-series data ready for choropleth maps, trend charts, and comparative analysis components.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
How to analyse federal spending by geography and trend with Copilot
Once connected (see setup above), use the Government Spending tool:
- In Copilot Chat: "Get federal spending by state for the last fiscal year"
- Copilot returns structured geographic spending data
- Ask: "Generate a choropleth map data structure from this geographic spending data"
Example prompt for Copilot
Try this with Copilot using the Government Spending tool
Fetch federal contract and grant spending by state for the last two fiscal years. Return structured JSON with state, total spending, breakdown by award type, and year-over-year change for use in my spending dashboard.
Tips for Copilot
- Include FIPS codes alongside state names to enable clean map library integration
- Ask for both award count and dollar value — count tells a different story from total spend
- Build a time-series structure by pulling multiple years and nesting spending data by year within each state
OpenClaw monitors geographic federal spending trends automatically. Schedule quarterly pulls of state or regional spending data, track year-over-year changes in target markets, and flag regions where spending is growing significantly — maintaining a current picture of geographic spending patterns without manual research.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsHow to analyse federal spending by geography and trend with OpenClaw
Once connected (see setup above), use the Government Spending tool:
- Ask: "Get federal spending by state for the current and prior fiscal year"
- OpenClaw returns geographic spending with year-over-year comparison
- Ask: "Which states have seen the largest increase in federal spending?"
Example prompt for OpenClaw
Try this with OpenClaw using the Government Spending tool
Pull federal contract spending by state for fiscal years 2023 and 2024. Return a comparison table showing total spending, year-over-year change, and percentage change for each state. Flag states with more than 20% growth.
Tips for OpenClaw
- Run geographic spending analysis annually to build a consistent tracking dataset
- Focus on states where your business has operations to monitor local federal market conditions
- Flag high-growth states early — they are often leading indicators of where federal programmes are expanding
Frequently Asked Questions
How do I analyse federal spending by geography and trend with an AI assistant?
Map federal contract and grant spending by state, congressional district, or city, and track how spending has changed over time. Connect the Government Spending tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Ask Claude: "Show me federal spending in Texas by agency for the last fiscal year" Claude returns geographic spending breakdown with agency and category data
Which AI assistants can analyse federal spending by geography and trend?
Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all analyse federal spending by geography and trend using the Government Spending tool through ToolRouter, with no API keys or coding required.
What does the Government Spending tool do?
Search US federal contracts, grants, and spending awards by agency, recipient, or geography.
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