USAspending (Federal Spending) MCP Server for LangChainGive LangChain instant access to 32 tools to Autocomplete Awarding Agency, Autocomplete Glossary, Autocomplete Location, and more
LangChain is the leading Python framework for composable LLM applications. Connect USAspending (Federal Spending) through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this MCP Server for LangChain
The USAspending (Federal Spending) MCP Server for LangChain is a standout in the Industry Titans category — giving your AI agent 32 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"usaspending-federal-spending": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using USAspending (Federal Spending), show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About USAspending (Federal Spending) MCP Server
Connect to the official USAspending database and gain unprecedented transparency into how the United States government allocates its budget. This server allows any AI agent to query real-time federal financial data, from high-level agency overviews to specific contract details.
LangChain's ecosystem of 500+ components combines seamlessly with USAspending (Federal Spending) through native MCP adapters. Connect 32 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Agency Insights — Retrieve comprehensive overviews of toptier agencies, including their budgetary resources and obligations.
- Award Tracking — Search and filter through millions of federal awards, contracts, and grants using advanced criteria.
- Geographic Analysis — Break down spending by state, county, or congressional district to see where the money is going.
- Sub-Agency Breakdown — List specific offices and sub-agencies within a department to identify internal spending distribution.
- Historical Trends — Analyze spending and new award counts over time to identify fiscal patterns.
The USAspending (Federal Spending) MCP Server exposes 32 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 32 USAspending (Federal Spending) tools available for LangChain
When LangChain connects to USAspending (Federal Spending) through Vinkius, your AI agent gets direct access to every tool listed below — spanning federal-spending, budget-analysis, transparency, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Autocomplete awarding agency on USAspending (Federal Spending)
Awarding agencies matching search text
Autocomplete glossary on USAspending (Federal Spending)
Glossary terms matching search text
Autocomplete location on USAspending (Federal Spending)
Locations based on search text
Autocomplete recipient on USAspending (Federal Spending)
Recipient names and UEI based on search text
Bulk download awards on USAspending (Federal Spending)
Generates ZIP file of award data in CSV
Download search on USAspending (Federal Spending)
ZIP file for Awards, Subawards, and Transactions
Get agency awards on USAspending (Federal Spending)
Get summary of transactions and obligations for an agency
Get agency awards count on USAspending (Federal Spending)
Count of award types for agencies in a fiscal year
Get agency budgetary resources on USAspending (Federal Spending)
Get budgetary resources and obligations by fiscal year
Get agency overview on USAspending (Federal Spending)
Get agency overview for details page
Get agency sub agencies on USAspending (Federal Spending)
List sub-agencies and offices with obligated amounts
Get award on USAspending (Federal Spending)
Get details about a specific award
Get award funding on USAspending (Federal Spending)
Federal account and agency funding info for an award
Get award types on USAspending (Federal Spending)
Map of award types by grouping
Get data dictionary on USAspending (Federal Spending)
JSON structure of the Rosetta Crosswalk Data Dictionary
Get disaster agency spending on USAspending (Federal Spending)
Insights on agencies receiving disaster funding
Get disaster award amount on USAspending (Federal Spending)
Obligation and outlay aggregations for disaster awards
Get disaster overview on USAspending (Federal Spending)
Overview of disaster/emergency funding and spending
Get download status on USAspending (Federal Spending)
Current status of a requested download job
Get glossary on USAspending (Federal Spending)
List of glossary terms and definitions
Get recipient on USAspending (Federal Spending)
Individual recipient details
Get recipient children on USAspending (Federal Spending)
Recipient details based on identifier
Get recipient state on USAspending (Federal Spending)
Basic information about a specified state
Get subawards on USAspending (Federal Spending)
Subawards related to a specific parent award
Get toptier agencies on USAspending (Federal Spending)
All toptier agencies and relevant data
Get transactions on USAspending (Federal Spending)
Transactions related to a specific parent award
List recipients on USAspending (Federal Spending)
List of recipients in the database
Search new awards over time on USAspending (Federal Spending)
List of time periods with new awards
Search spending by award on USAspending (Federal Spending)
Search and filter awards
Search spending by category on USAspending (Federal Spending)
g., agency, recipient, CFDA). Grouped spending data for visualizations
Search spending by geography on USAspending (Federal Spending)
Spending by state, county, or congressional district
Search spending over time on USAspending (Federal Spending)
Aggregated transaction amounts over time
Connect USAspending (Federal Spending) to LangChain via MCP
Follow these steps to wire USAspending (Federal Spending) into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the USAspending (Federal Spending) MCP Server
LangChain provides unique advantages when paired with USAspending (Federal Spending) through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine USAspending (Federal Spending) MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across USAspending (Federal Spending) queries for multi-turn workflows
USAspending (Federal Spending) + LangChain Use Cases
Practical scenarios where LangChain combined with the USAspending (Federal Spending) MCP Server delivers measurable value.
RAG with live data: combine USAspending (Federal Spending) tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query USAspending (Federal Spending), synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain USAspending (Federal Spending) tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every USAspending (Federal Spending) tool call, measure latency, and optimize your agent's performance
Example Prompts for USAspending (Federal Spending) in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with USAspending (Federal Spending) immediately.
"Get the agency overview for the Department of Energy using toptier code 089."
"List all sub-agencies and their obligated amounts for the Department of Justice (toptier code 015)."
"Search for spending by geography for the state of Texas in fiscal year 2023."
Troubleshooting USAspending (Federal Spending) MCP Server with LangChain
Common issues when connecting USAspending (Federal Spending) to LangChain through Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersUSAspending (Federal Spending) + LangChain FAQ
Common questions about integrating USAspending (Federal Spending) MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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