How to Use the USAspending (Federal Spending) MCP in Pydantic AI
Guarantee spending data accuracy for federal grants with Pydantic AI.
Works with every AI agent you already use
…and any MCP-compatible client
Connect USAspending (Federal Spending) MCP to Pydantic AI
Create your Vinkius account to connect USAspending (Federal Spending) to Pydantic AI and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Verify agency financial structures.
Before you trust any number, you need it typed correctly. Use `get_agency_overview` to pull the foundational details of an agency. Furthermore, you can check its sub-agencies and obligated amounts using `get_agency_sub_agencies`. Pydantic AI validates every single field returned from this MCP Server against a strict schema. This means if the API sends unexpected data—like a missing date or wrong format—your agent fails LOUDLY, preventing silent corruption.
Audit spending by category.
Don't just query by recipient name; filter by federal program. The `search_spending_by_category` tool lets you narrow down data using criteria like CFDA or agency type. This is how your agent performs targeted audits. Pydantic AI ensures that the output structure for these complex searches—whether it’s a list of awards or aggregated amounts—is always predictable and correct, making downstream processing reliable.
Trace funds from source to final grant.
To trace money, you need multiple data points. Your agent can use `get_award` for the primary details, then follow up with `get_subawards` to see how those funds were split out. Pydantic AI’s strength shines here: when combining results from several tools like this MCP Server, it guarantees that the merged dataset remains type-safe. You always know your data structure is sound.
Set up USAspending (Federal Spending) MCP in Pydantic AI
Prerequisites
- Python 3.10+ installed
-
pydantic-ai-slim[fastmcp]package - Active Vinkius subscription with a valid endpoint token
- 1
Install Pydantic AI with FastMCP
Run
pip install "pydantic-ai-slim[fastmcp]". The FastMCP toolset replaces the deprecatedMCPServerHTTPclass with full protocol support. - 2
Configure the FastMCPToolset
Pass a JSON-style config dict to
FastMCPToolsetwith your Vinkius URL. Replace[YOUR_TOKEN_HERE]with your token from cloud.vinkius.com. Supports Streamable HTTP, SSE, and Stdio transports. - 3
Create and run your agent
Pass the toolset to
Agent(toolsets=[toolset])and callagent.run(). Swapopenai:gpt-4ofor any supported model — Anthropic, Google, Mistral, or Groq.
from pydantic_ai import Agent
from pydantic_ai.toolsets.fastmcp import FastMCPToolset
toolset = FastMCPToolset({
"mcpServers": {
"usaspending-federal-spending-mcp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
})
agent = Agent(
"openai:gpt-4o",
toolsets=[toolset],
system_prompt="You have access to USAspending (Federal Spending) tools.",
)
result = await agent.run("List recent USAspending (Federal Spending) transactions")
print(result.output) Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by USAspending. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Common questions about USAspending (Federal Spending) MCP in Pydantic AI
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