Extended PromptFlow Executors with Flowpower

2 min read

📅 2025-04-21 — Session: Extended PromptFlow Executors with Flowpower

🕒 00:05–23:40
🏷️ Labels: Promptflow, Flowpower, Executor, MCP, Integration
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The primary goal of this session was to extend and enhance the executor system within PromptFlow by integrating Flowpower-specific functionalities. This involved subclassing existing executors and exploring the integration of the Model Context Protocol (MCP) for improved interaction with large language models (LLMs).

Key Activities

  • Extending Executor System: Subclassed existing executors in PromptFlow to incorporate Flowpower-specific behaviors, ensuring compatibility and enhanced functionality.
  • Enhancing PromptyExecutor: Planned enhancements to the PromptyExecutor class to improve developer user experience and functionality within the Flowpower framework.
  • Understanding ScriptExecutor: Analyzed the ScriptExecutor class to strategize its use as a base for executing scripts, providing essential features for subclassing.
  • Integrating MCP: Integrated the Model Context Protocol into the Flowpower project, enhancing capabilities through standardized interactions between LLMs and external tools.
  • Launching MCP-Compliant Server: Set up a basic MCP-compliant server using FastMCP, exposing tools for LLMs.

Achievements

  • Successfully subclassed and extended the executor system within PromptFlow.
  • Established a plan for enhancing the PromptyExecutor class.
  • Integrated MCP into the Flowpower project, setting up a compliant server.

Pending Tasks

  • Complete the implementation of the MCP-powered tools module.
  • Further refine the modular automation agency structure using mcp_tools.py as the interface.

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