MCPJam is a testing, debugging and evaluation platform for MCP servers. It covers OAuth flows, LLM-powered evals and CI/CD integration, and tests a server across 16 or more major AI clients to show what breaks where. Aimed at shipping MCP servers that behave consistently from first prompt to release gate.
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See how one MCP server behaves in many different clients
Inspect auth flows that usually fail silently
Run evals in CI so a bad server change does not ship
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