MCPJam

MCPJam is a testing and evaluations platform for MCP (Model Context Protocol) servers. It lets developers run user testing, swarms, evaluations, and CI/CD gates to verify whether users actually succeed with their MCP servers in clients like ChatGPT, Claude, and Copilot. Local servers can be tested via a desktop app, CLI, or SDK.