People Data Labs MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 14 tools to Pdl Autocomplete, Pdl Bulk Enrich Company, Pdl Bulk Enrich Person, and more

Name: People Data Labs
Price: 29 USD
Availability: InStock
Rating: 2.2 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect People Data Labs through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

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The People Data Labs MCP Server for OpenAI Agents SDK is a standout in the Data Analytics category — giving your AI agent 14 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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+ other MCP clients

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

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

        agent = Agent(
            name="People Data Labs Assistant",
            instructions=(
                "You help users interact with People Data Labs. "
                "You have access to 14 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from People Data Labs"
        )
        print(result.final_output)

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 People Data Labs MCP Server

Connect People Data Labs to your AI agent to access one of the most comprehensive B2B datasets available. Enrich profiles, identify prospects, and search through millions of person and company records using natural language.

The OpenAI Agents SDK auto-discovers all 14 tools from People Data Labs through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries People Data Labs, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Person Enrichment — Retrieve full professional profiles using just an email, phone number, or social media URL (LinkedIn, Twitter, etc.).
Company Intelligence — Get detailed company metadata, including industry, size, location, and stock tickers.
Advanced Search — Query the entire Person or Company dataset using SQL or Elasticsearch DSL directly from your conversation.
Identity Resolution — Identify multiple potential profiles associated with a set of attributes to find the best match.
Bulk Operations — Enrich up to 100 person or company records in a single request for high-scale workflows.

The People Data Labs MCP Server exposes 14 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 14 People Data Labs tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to People Data Labs through Vinkius, your AI agent gets direct access to every tool listed below — spanning b2b-data, data-enrichment, identity-resolution, 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.

pdl

Pdl autocomplete on People Data Labs

Get autocomplete suggestions for Search API query values

pdl

Pdl bulk enrich company on People Data Labs

Bulk enrich up to 100 companies

pdl

Pdl bulk enrich person on People Data Labs

Bulk enrich up to 100 persons

pdl

Pdl clean company on People Data Labs

Clean and standardize raw company data

pdl

Pdl clean location on People Data Labs

Clean and standardize raw location data

pdl

Pdl clean school on People Data Labs

Clean and standardize raw school data

pdl

Pdl enrich company on People Data Labs

Enrich a company profile

pdl

Pdl enrich ip on People Data Labs

Enrich an IP address

pdl

Pdl enrich job title on People Data Labs

Enrich a job title to find similar titles and relevant skills

pdl

Pdl enrich person on People Data Labs

Enrich a person profile using attributes

pdl

Pdl identify person on People Data Labs

Returns match_score. Identify multiple possible person profiles

pdl

Pdl search company on People Data Labs

Provide either an Elasticsearch DSL query or a SQL query. Search the Company Dataset using Elasticsearch DSL or SQL

pdl

Pdl search job posting on People Data Labs

Search active and historical job postings

pdl

Pdl search person on People Data Labs

Provide either an Elasticsearch DSL query or a SQL query. Search the Person Dataset using Elasticsearch DSL or SQL

Connect People Data Labs to OpenAI Agents SDK via MCP

Follow these steps to wire People Data Labs into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 14 tools from People Data Labs

Why Use OpenAI Agents SDK with the People Data Labs MCP Server

OpenAI Agents SDK provides unique advantages when paired with People Data Labs through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

People Data Labs + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the People Data Labs MCP Server delivers measurable value.

Automated workflows: build agents that query People Data Labs, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries People Data Labs, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through People Data Labs tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query People Data Labs to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for People Data Labs in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with People Data Labs immediately.

"Enrich the person profile for the email 'sean@peopledatalabs.com'."

"Search for companies in the 'Financial Services' industry with more than 1000 employees using SQL."

"Identify potential profiles for 'John Doe' who works at 'Google'."

Troubleshooting People Data Labs MCP Server with OpenAI Agents SDK

Common issues when connecting People Data Labs to OpenAI Agents SDK through Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

People Data Labs + OpenAI Agents SDK FAQ

Common questions about integrating People Data Labs MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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