How to build Claude-based AI agents with external tool integrations

How to build Claude-based AI agents with external tool integrations

This task can be performed using Open Claude Cowork

Open-source Claude Cowork, powered by Claude Code and Composio

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Open Claude Cowork is an open-source desktop chat environment for building Claude-based agents connected to 500+ external tools. It offers persistent, multi-session conversations, real-time streaming, and visualized tool calls so developers can orchestrate and debug complex AI-driven workflows locally.

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What to expect from an ideal product

  1. Connects Claude directly to over 500 external tools through a simple desktop interface that handles all the technical integration work for you
  2. Maintains conversation history across multiple sessions so your AI agents remember context and can pick up where they left off in complex workflows
  3. Shows you exactly what tools your Claude agent is calling in real-time with visual feedback, making it easy to track and fix issues during development
  4. Streams responses as they happen instead of waiting for complete outputs, letting you see your agent's thinking process and catch problems early
  5. Runs everything locally on your machine so you can test, modify, and debug Claude agents without depending on cloud services or external platforms

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