Can I control which Apify actors become available tools?

Absolutely. You have full control; only the Apify actors and configurations explicitly defined in your key-value store are exposed as tools to your AI agents.

How does Nova Scraper load tools dynamically?

Nova Scraper reads configuration files from your key-value store and converts them into MCP-compatible tools on the fly, enabling dynamic and flexible automation.

Is Nova Scraper compatible with Retell.ai?

Yes, Nova Scraper is specifically designed for seamless integration with Retell.ai voice agents, but it works effectively with any MCP-capable AI agent.

Does Nova Scraper execute automation tasks in real-time?

Yes, AI agents can trigger and execute configured Apify actors and automation tasks during live interactions, returning results immediately for real-time workflow execution.

Nova Scraper

Name: Nova Scraper
Author: hloe-ahn

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Dynamically connects AI agents to a vast array of automation and scraping tools via the Model Context Protocol.

The Nova MCP Server extends AI agent capabilities by exposing a curated set of Apify actors as MCP tools. Rather than static integrations, it dynamically loads configurations from your key-value store, ensuring agents only utilize the specific tools you define. This creates a flexible, production-ready automation layer, perfectly suited for powering voice agents, chatbots, and complex enterprise workflows, especially for platforms like Retell.ai.

主要功能

01Dynamic Tool Loading from key-value storage

020 GitHub stars

03Model Context Protocol (MCP) Server Architecture

04Seamless Retell.ai Compatibility for voice agents

05Integration with 5,000+ Apify Actors for diverse tasks

06Real-Time Workflow Execution triggered by agents

使用案例

01Extend Retell.ai voice agents with live scraping, data access, and workflow triggers.

02Integrate custom automation pipelines into conversational AI tools.

03Centralize business operations by connecting AI agents directly to internal processes.