How do I find my GovCon API Key?

Log in to your [**GovCon account**](https://govconapi.com/), and you will find your API Key in your dashboard. Copy and paste it below.

Does it support multiple agencies?

Yes. GovCon aggregates procurement data across various federal and local government agencies.

Can the agent show award amounts?

Yes. Every contract record retrieved by your agent includes metadata on the award amount where available.

GovCon API MCP Server for Pydantic AI 4 tools — connect in under 2 minutes

Name: GovCon API
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 4 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect GovCon API through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to GovCon API "
            "(4 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in GovCon API?"
    )
    print(result.data)

asyncio.run(main())

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* 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 GovCon API MCP Server

Empower your AI agent to orchestrate your entire business development and government contracting workflow with the GovCon API, the authoritative source for procurement data. By connecting the GovCon API to your agent, you transform complex contract searches into a natural conversation. Your agent can instantly search for active opportunities, audit agency distributions, and retrieve detailed procurement metadata without you ever touching a government portal. Whether you are conducting market research or managing regional bid constraints, your agent acts as a real-time procurement consultant, ensuring your data is always verified and precise.

Pydantic AI validates every GovCon API tool response against typed schemas, catching data inconsistencies at build time. Connect 4 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

Contract Auditing — Search for thousands of government contracts and procurement opportunities by keyword or agency and maintain a clear view of market distribution.
Agency Oversight — Audit all registered government agencies in the catalog to understand the organizational reach of public sector procurement instantly.
Opportunity Discovery — Retrieve high-resolution details for specific opportunity IDs to assist in deep-dive classification.
Metadata Intelligence — Retrieve unique identifiers and amount markers for any government contract to assist in deep-dive fiscal analysis.
Operational Monitoring — Check API status to ensure your procurement research workflow is always operational.

The GovCon API MCP Server exposes 4 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect GovCon API to Pydantic AI via MCP

Follow these steps to integrate the GovCon API MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

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 4 tools from GovCon API with type-safe schemas

Why Use Pydantic AI with the GovCon API MCP Server

Pydantic AI provides unique advantages when paired with GovCon API through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your GovCon API integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your GovCon API connection logic from agent behavior for testable, maintainable code

GovCon API + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the GovCon API MCP Server delivers measurable value.

Type-safe data pipelines: query GovCon API with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple GovCon API tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query GovCon API and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock GovCon API responses and write comprehensive agent tests

GovCon API MCP Tools for Pydantic AI (4)

These 4 tools become available when you connect GovCon API to Pydantic AI via MCP:

check_api_status

Check if the GovCon service is operational

get_procurement_details

Get full details for a specific government opportunity by ID

list_government_agencies

List all government agencies registered in the GovCon database

search_government_contracts

Search for government contracts and procurement opportunities

Example Prompts for GovCon API in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with GovCon API immediately.

"Search for government contracts related to 'cybersecurity' using GovCon."

"Show details for opportunity ID '12345'."

"List all government agencies available in GovCon."

Troubleshooting GovCon API MCP Server with Pydantic AI

Common issues when connecting GovCon API to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

GovCon API + Pydantic AI FAQ

Common questions about integrating GovCon API MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your GovCon API MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.