DOD Contracts (FPDS) MCP Server for LlamaIndexGive LlamaIndex instant access to 1 tools to Search Contracts

Name: DOD Contracts (FPDS)
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add DOD Contracts (FPDS) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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The DOD Contracts (FPDS) MCP Server for LlamaIndex is a standout in the Data Analytics category — giving your AI agent 1 tools to work with, ready to go from day one.

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python

import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to DOD Contracts (FPDS). "
            "You have 1 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in DOD Contracts (FPDS)?"
    )
    print(response)

asyncio.run(main())

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About DOD Contracts (FPDS) MCP Server

Connect your AI agent to the Federal Procurement Data System (FPDS) to monitor government spending and analyze contract awards in real-time.

LlamaIndex agents combine DOD Contracts (FPDS) tool responses with indexed documents for comprehensive, grounded answers. Connect 1 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

What you can do

Contract Search — Query the massive database of federal procurement actions using standard FPDS search syntax.
DOD Targeting — Specifically isolate Department of Defense data by filtering for Department ID '9700' or Agency Code '9700'.
Market Intelligence — Track vendor performance, identify upcoming procurement trends, and analyze historical spending patterns.
Pagination Support — Navigate through large result sets using the start parameter to fetch data in batches of 10.

The DOD Contracts (FPDS) MCP Server exposes 1 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 1 DOD Contracts (FPDS) tools available for LlamaIndex

When LlamaIndex connects to DOD Contracts (FPDS) through Vinkius, your AI agent gets direct access to every tool listed below — spanning federal-procurement, government-contracts, defense-spending, 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.

Search contracts on DOD Contracts (FPDS)

To target DOD contracts, include DEPARTMENT_ID:"9700" or AGENCY_CODE:"9700" in the sQuery parameter. Returns XML data containing contract entries. Search federal contracts via FPDS Atom Feed

Connect DOD Contracts (FPDS) to LlamaIndex via MCP

Follow these steps to wire DOD Contracts (FPDS) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 1 tools from DOD Contracts (FPDS)

Why Use LlamaIndex with the DOD Contracts (FPDS) MCP Server

LlamaIndex provides unique advantages when paired with DOD Contracts (FPDS) through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine DOD Contracts (FPDS) tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain DOD Contracts (FPDS) tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query DOD Contracts (FPDS), a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what DOD Contracts (FPDS) tools were called, what data was returned, and how it influenced the final answer

DOD Contracts (FPDS) + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the DOD Contracts (FPDS) MCP Server delivers measurable value.

Hybrid search: combine DOD Contracts (FPDS) real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query DOD Contracts (FPDS) to augment indexed data with live information before generating user-facing responses

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying DOD Contracts (FPDS) for fresh data

Analytical workflows: chain DOD Contracts (FPDS) queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for DOD Contracts (FPDS) in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with DOD Contracts (FPDS) immediately.

"Search for DOD contracts related to 'cybersecurity' using search_contracts."

"Find federal contracts for 'Lockheed Martin' using search_contracts."

"Get the next 10 results for the DOD 'cloud services' search using search_contracts with start=10."

Troubleshooting DOD Contracts (FPDS) MCP Server with LlamaIndex

Common issues when connecting DOD Contracts (FPDS) to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

DOD Contracts (FPDS) + LlamaIndex FAQ

Common questions about integrating DOD Contracts (FPDS) MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query DOD Contracts (FPDS) tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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