Agents Orchestra FAQs

Question 1

What is Agents Orchestra?

Accepted Answer

Agents Orchestra is a Python implementation for state-based agent workflow orchestration using the Model Context Protocol (MCP). It allows you to define agent states and transitions to automate complex tasks.

Question 2

How does Agents Orchestra integrate with Claude?

Accepted Answer

Agents Orchestra integrates with Claude for Desktop via the MCP server configuration. This allows Claude to transition between agent states, access state-specific prompts, and utilize custom tools defined in your orchestration system.

Question 3

How do I create a custom tool?

Accepted Answer

You can create custom tools by defining Python functions decorated with `@mcp.tool()`. Provide a description, arguments, and implementation within the function. The tool will then be available to your orchestration system.

Question 4

How can I add new states to my agent orchestration system?

Accepted Answer

To add a new state, modify the `AgentState` enum, create a prompt function for the new state, update the transition logic in `_get_available_transitions()`, and add handlers in resource access functions.

Question 5

What is the Model Context Protocol (MCP)?

Accepted Answer

MCP allows applications to provide context to Large Language Models (LLMs) in a standardized way. It separates context provision from LLM interaction, enabling you to build servers that expose resources, tools, and prompts.

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