Releasing an MCP server: lessons learned

Bill Doerrfeld | September 26, 2025

What’s it like launching an MCP server into the wild?

For my latest DirectorPlus edition, I interviewed Thomas Johnson, co-founder and CTO of Multiplayer, about lessons learned releasing their MCP server.


Some key takeaways: agents perform better with fewer tools, don’t map API endpoints one-to-one, release gradually, and send the AI natural language.


Check out the full thing on LeadDev for some solid advice and knowledge from an early MCP server development success story!



And, definitely consider subscribing to DirectorPlus for a monthly drip of on-the-ground advice from today's leading engineering directors, CTOs, and VPs.

Read: Lessons learned launching an MCP server

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