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I've been playing around with agents, MCP servers and embedded systems for a while. I was trying to figure out the best way to connect my real-time devices to agents and use them in multi-agent workflows.
At OpenServ, we have an API to interact with agents, so at first I thought I'd just run a specialized web server to talk to the platform. But that had its own problems—mainly memory issues and needing to customize it for each device.
Then we thought, why not just run a regular web server and use it as an agent? The idea is simple, and the implementation is even simpler thanks to MCP. I define my server’s endpoints as tools in the MCP server, and agents (MCP clients) can call them directly.
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