AP Elections API MCP Server for Mastra AI 4 tools — connect in under 2 minutes
Mastra AI is a TypeScript-native agent framework built for modern web stacks. Connect AP Elections API through Vinkius and Mastra agents discover all tools automatically. type-safe, streaming-ready, and deployable anywhere Node.js runs.
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Vinkius supports streamable HTTP and SSE.
import { Agent } from "@mastra/core/agent";
import { createMCPClient } from "@mastra/mcp";
import { openai } from "@ai-sdk/openai";
async function main() {
// Your Vinkius token. get it at cloud.vinkius.com
const mcpClient = await createMCPClient({
servers: {
"ap-elections-api": {
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
},
});
const tools = await mcpClient.getTools();
const agent = new Agent({
name: "AP Elections API Agent",
instructions:
"You help users interact with AP Elections API " +
"using 4 tools.",
model: openai("gpt-4o"),
tools,
});
const result = await agent.generate(
"What can I do with AP Elections API?"
);
console.log(result.text);
}
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 AP Elections API MCP Server
Empower your AI agent to orchestrate your entire political research and election auditing workflow with the AP Elections API, the gold standard for real-time election data. By connecting the Associated Press API to your agent, you transform complex results querying into a natural conversation. Your agent can instantly retrieve race outcomes, audit candidate performance, and query vote totals without you ever touching a news terminal. Whether you are conducting political analysis or monitoring local legislative shifts, your agent acts as a real-time political consultant, ensuring your data is always authoritative and up-to-the-minute.
Mastra's agent abstraction provides a clean separation between LLM logic and AP Elections API tool infrastructure. Connect 4 tools through Vinkius and use Mastra's built-in workflow engine to chain tool calls with conditional logic, retries, and parallel execution. deployable to any Node.js host in one command.
What you can do
- Race Auditing — Retrieve high-resolution results for specific election dates and races, including office names and geographic distribution.
- Candidate Oversight — Audit individual candidate performance to maintain a clear view of party distribution and vote share.
- Electoral Discovery — Query election results by state to understand regional political shifts and scale instantly.
- Data Intelligence — Retrieve vote counts and candidate metadata to assist in deep-dive electoral classification.
- Operational Monitoring — Check API status to ensure your political research workflow is always operational.
The AP Elections API MCP Server exposes 4 tools through the Vinkius. Connect it to Mastra 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 AP Elections API to Mastra AI via MCP
Follow these steps to integrate the AP Elections API MCP Server with Mastra AI.
Install dependencies
Run npm install @mastra/core @mastra/mcp @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.ts and run with npx tsx agent.ts
Explore tools
Mastra discovers 4 tools from AP Elections API via MCP
Why Use Mastra AI with the AP Elections API MCP Server
Mastra AI provides unique advantages when paired with AP Elections API through the Model Context Protocol.
Mastra's agent abstraction provides a clean separation between LLM logic and tool infrastructure. add AP Elections API without touching business code
Built-in workflow engine chains MCP tool calls with conditional logic, retries, and parallel execution for complex automation
TypeScript-native: full type inference for every AP Elections API tool response with IDE autocomplete and compile-time checks
One-command deployment to any Node.js host. Vercel, Railway, Fly.io, or your own infrastructure
AP Elections API + Mastra AI Use Cases
Practical scenarios where Mastra AI combined with the AP Elections API MCP Server delivers measurable value.
Automated workflows: build multi-step agents that query AP Elections API, process results, and trigger downstream actions in a typed pipeline
SaaS integrations: embed AP Elections API as a first-class tool in your product's AI features with Mastra's clean agent API
Background jobs: schedule Mastra agents to query AP Elections API on a cron and store results in your database automatically
Multi-agent systems: create specialist agents that collaborate using AP Elections API tools alongside other MCP servers
AP Elections API MCP Tools for Mastra AI (4)
These 4 tools become available when you connect AP Elections API to Mastra AI via MCP:
check_api_status
Check if the AP Elections API is operational
get_election_results
Get election results for a specific date (YYYY-MM-DD)
get_race_details
Get detailed results for a specific race ID
list_election_candidates
List all candidates participating in an election date
Example Prompts for AP Elections API in Mastra AI
Ready-to-use prompts you can give your Mastra AI agent to start working with AP Elections API immediately.
"Get election results for '2024-11-05' in 'California' using AP Elections."
"Who are the candidates for the presidential race on '2024-11-05'?"
"Show results for race ID '12345' on election date '2024-03-05'."
Troubleshooting AP Elections API MCP Server with Mastra AI
Common issues when connecting AP Elections API to Mastra AI through the Vinkius, and how to resolve them.
createMCPClient not exported
npm install @mastra/mcpAP Elections API + Mastra AI FAQ
Common questions about integrating AP Elections API MCP Server with Mastra AI.
How does Mastra AI connect to MCP servers?
MCPClient with the server URL and pass it to your agent. Mastra discovers all tools and makes them available with full TypeScript types.Can Mastra agents use tools from multiple servers?
Does Mastra support workflow orchestration?
Connect AP Elections API with your favorite client
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Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect AP Elections API to Mastra AI
Get your token, paste the configuration, and start using 4 tools in under 2 minutes. No API key management needed.