---
title: "Introducing MCP v2: Scaled Prospecting & Smarter Workflows"
description: "We’re excited to announce the launch of MCP Playground v2, featuring early access to scaled vibe prospecting in our playground environment."
canonical: "https://www.explorium.ai/blog/product-updates/introducing-mcp-v2-scaled-prospecting-smarter-workflows/"
last-updated: "2025-11-24"
---

# Introducing MCP v2: Scaled Prospecting & Smarter Workflows

> We’re excited to announce the launch of MCP Playground v2, featuring early access to scaled vibe prospecting in our playground environment.

- Canonical URL: https://www.explorium.ai/blog/product-updates/introducing-mcp-v2-scaled-prospecting-smarter-workflows/
- Last updated: 2025-11-24

We are happy to announce a game-changing release that supercharges your data generation and prospecting! Everything is now faster, smarter, and more intuitive- helping you save credits with streamlined workflows and giving you complete control from the very first search to the final export.

## What’s New?

- **Large datasets**- Fetch up to 1,000 companies or contacts in a single query.

- **Smart sampling**- Get 5 sample rows. Fine tune the search or request more data signals.

- **Cost transparency**- See credit maximum costs before committing.

- **Records exclusions**- Exclude records from previous searches to avoid duplicates.

- **Memory**- Build on previous results to find prospects at companies you've searched.

## **Where Can You Use It?**

[In our Claude extension](https://www.explorium.ai/integration/claude-desktop/)

[In our MCP playground](https://www.explorium.ai/mcp-playground/)

## What’s Next?

We’re already working on the next wave of enhancements:

**Hub integration** – Manage and organize datasets directly from the hub.

**Upload support** – Bring your own data into the playground.

**Async support** – Run large-scale jobs asynchronously.

**GenAI step** – Add intelligent automation to your prospecting workflows.