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Implementing MCP‑like Behavior with AI Workbench
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I understand that AI Workbench’s tool calling can execute a single function. https://www.youtube.com/watch?v=2ypdJzSFc

However, what I want to achieve is similar to an MCP server: depending on the user’s message, the AI decides which function is needed and executes it automatically. Is it possible to implement MCP‑like behavior in AI Workbench, where the agent selects and executes the appropriate function based on user input?

2025-12-22 13-50-43
Sherif El-Habibi
Champion

Hello,

Based on my understanding, MCPs are just server actions integrated from external sources. For example, you can call an action from a financial API or HR API. The core idea is based on how the description is written for this server action (MCP server) and the input description as well. Based on that, the agent can decide which one to take.

You also refer to these:



2024-07-05 14-16-55
Daniël Kuhlmann
 
MVP

Hi,

What you want is actually how the AI Agentic Workbench works. It is documented how you need to write prompts, so the agent understands which tools are available.

Regards, Daniel

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taka sugi

thanks, i'll check these forge

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