Question 1

What is Summon and how does it work?

Accepted Answer

Summon is a local-first desktop application that automatically generates MCP (Model Context Protocol) servers and A2A agents from your OpenAPI specifications. It bridges the gap between your existing APIs and AI clients like ChatGPT, Copilot, and Gemini, making your services instantly accessible to the AI ecosystem.

Question 2

What AI clients does Summon support?

Accepted Answer

Summon supports any AI client that implements the Model Context Protocol (MCP), including ChatGPT, GitHub Copilot, Google Gemini, Claude, and other major AI platforms. The generated MCP servers are standards-compliant and work across the ecosystem.

Question 3

How does Summon's continuous optimization work?

Accepted Answer

Summon automatically tests your tool definitions against real-world scenarios, evaluates their performance using multiple metrics, and iteratively improves them through prompt optimization and parameter tuning. This happens in the background, so your AI agents get better over time without any manual intervention.