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    1. Home
    2. Data Access Integration Mcp Servers
    3. apify/actors-mcp-server

    apify/actors-mcp-server

    An MCP server that provides access to 3,000+ pre-built cloud tools (Actors) for data extraction from websites, e-commerce, social media, and more.

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    Information

    Websitegithub.com
    PublishedMay 14, 2025

    Categories

    1 Item
    Data Access Integration Mcp Servers

    Tags

    4 Items
    #data-extraction#cloud#integration#open-source

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    apify/actors-mcp-server

    Description:
    The Apify Model Context Protocol (MCP) Server provides access to over 3,000 pre-built cloud tools (Actors) for data extraction from websites, e-commerce, social media, and more. It enables interaction between AI agents/applications and Apify Actors via the open Model Context Protocol.

    Source: GitHub Repository

    Category: data-access-integration-mcp-servers

    Tags: data-extraction, cloud, integration, open-source

    Features

    • MCP Protocol Implementation: Exposes Apify Actors as tools via the Model Context Protocol, allowing AI agents and applications to use them for data extraction, web search, and other automation tasks.
    • Supports 3,000+ Apify Actors: Any Apify Actor can be configured and used as a tool.
    • Flexible Deployment:
      • Can be run as an Apify Actor on the Apify platform.
      • Can be run as a standalone local server on your machine.
    • Multiple Client Support:
      • Works with MCP clients, such as Claude Desktop and VS Code extensions.
      • Interact via Server-Sent Events (SSE) or standard input/output (stdio).
    • Dynamic Actor Loading: Actors can be loaded dynamically (supported in Tester MCP Client).
    • Helper Tools: Includes tools to discover available Actors and retrieve their details.
    • Automatic Argument Handling: LLMs can select Actors and provide input arguments automatically.
    • Actor Schema Support: Loads Actor input schemas and exposes them as tool schemas for clients.
    • HTTP API: Standby web server mode exposes an HTTP API for interacting with Actors.
    • Resource Roadmap: Planned support for Apify's datasets and key-value stores as additional resources.
    • Development & Debugging:
      • Debugging support with MCP Inspector.
      • Example clients for SSE and stdio communication.
    • Memory Limits:
      • Each Actor limited to 4GB memory.
      • Free users have an 8GB limit (128MB allocated for Actors-MCP-Server).

    Usage

    • Deploy on Apify platform or run locally.
    • Configure which Actors to expose via configuration files or arguments.
    • Interact programmatically via HTTP, SSE, or stdio.
    • Integrate with Claude Desktop, VS Code, or other MCP-compatible clients.

    Pricing

    No pricing information is provided in the repository content.

    License

    Open-source software (see LICENSE.md in the repository).