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People Data Labs MCP Server for Claude DesktopGive Claude Desktop instant access to 14 tools to Pdl Autocomplete, Pdl Bulk Enrich Company, Pdl Bulk Enrich Person, and more

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Claude Desktop is Anthropic's native application for interacting with Claude AI models on macOS and Windows. It was the first consumer application to ship with built-in MCP support, making it the reference implementation for the Model Context Protocol standard.

Ask AI about this MCP Server for Claude Desktop

The People Data Labs MCP Server for Claude Desktop 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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Classic Setup·json
{
  "mcpServers": {
    "people-data-labs": {
      // Your Vinkius token. get it at cloud.vinkius.com
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install People Data Labs and 4,000+ MCP Servers from a single visual interface.

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Download Free Open SourceNo signup required
People Data Labs
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

Claude Desktop is the definitive way to connect People Data Labs to your AI workflow. Add Vinkius Edge URL to your config, restart the app, and Claude immediately exposes all 14 tools in the chat interface. ask a question, Claude calls the right tool, and you see the answer. Zero code, zero context switching.

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 Claude Desktop 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 Claude Desktop

When Claude Desktop 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 Claude Desktop via MCP

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

01

Open Claude Desktop Settings

Go to Settings → Developer → Edit Config to open claude_desktop_config.json
02

Add the MCP Server

Paste the configuration above into the mcpServers section
03

Restart Claude Desktop

Close and reopen Claude Desktop to load the new server
04

Start using People Data Labs

Look for the 🔌 icon in the chat. your 14 tools are now available

Why Use Claude Desktop with the People Data Labs MCP Server

Claude Desktop by Anthropic provides unique advantages when paired with People Data Labs through the Model Context Protocol.

01

Claude Desktop is the reference MCP client. it was designed alongside the protocol itself, ensuring the most complete and stable MCP implementation available

02

Zero-code configuration: add a server URL to a JSON file and Claude instantly discovers and exposes all available tools in the chat interface

03

Claude's extended thinking capability lets it reason through multi-step tool usage, chaining multiple API calls to answer complex questions

04

Enterprise-grade security with local config storage. your tokens never leave your machine, and connections go directly to Vinkius Edge network

People Data Labs + Claude Desktop Use Cases

Practical scenarios where Claude Desktop combined with the People Data Labs MCP Server delivers measurable value.

01

Interactive data exploration: ask Claude to query DNS records, look up WHOIS data, and cross-reference results in a single conversation

02

Ad-hoc security audits: type a domain name and let Claude enumerate subdomains, check DNS history, and flag configuration anomalies. all through natural language

03

Executive briefings: generate comprehensive domain intelligence reports by asking Claude to compile findings into a formatted summary

04

Learning and training: new team members can explore API capabilities conversationally without needing to read documentation

Example Prompts for People Data Labs in Claude Desktop

Ready-to-use prompts you can give your Claude Desktop agent to start working with People Data Labs immediately.

01

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

02

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

03

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

Troubleshooting People Data Labs MCP Server with Claude Desktop

Common issues when connecting People Data Labs to Claude Desktop through Vinkius, and how to resolve them.

01

Server not appearing after restart

Ensure the JSON is valid (no trailing commas). Check the file path: ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\\Claude\\ (Windows).
02

Authentication error

Verify your Vinkius token is correct. Go to cloud.vinkius.com to regenerate it if needed.
03

Tools not showing in chat

Click the 🔌 icon at the bottom of the chat input. If it shows 0 tools, the server may still be connecting. wait a few seconds.

People Data Labs + Claude Desktop FAQ

Common questions about integrating People Data Labs MCP Server with Claude Desktop.

01

How does Claude Desktop discover MCP tools?

When Claude Desktop starts, it reads the claude_desktop_config.json file and connects to each configured MCP server. It calls the tools/list endpoint to fetch the schema for every available tool, then surfaces them as clickable options in the chat interface via the 🔌 icon.
02

What happens if the MCP server is temporarily unavailable?

Claude Desktop handles disconnections gracefully. if the server is unreachable at startup, the tools simply won't appear. Once the server becomes available again, restarting Claude Desktop will re-establish the connection. There is no timeout penalty or error loop.
03

Can I connect multiple MCP servers simultaneously?

Yes. You can add as many servers as you need in the mcpServers section of the config file. Each server appears as a separate tool provider, and Claude can use tools from multiple servers in a single conversation turn.
04

Is there a limit on the number of tools per server?

Claude Desktop can handle hundreds of tools per server. However, for optimal LLM performance, Vinkius servers are designed to expose focused, well-documented tool sets rather than overwhelming the model with too many options.
05

Does Claude Desktop support Streamable HTTP transport?

Yes. Claude Desktop supports both SSE (Server-Sent Events) and the newer Streamable HTTP transport that Vinkius uses. Simply provide the server URL. Claude auto-negotiates the transport protocol.

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