MCPJam
MCPJam is a platform for testing, debugging, and evaluating MCP (Model-Client Protocol) servers locally or in CI/CD pipelines. It supports OAuth flow testing, cross-client behavior comparisons, continuous integration gating, and utilizes LLM-powered evaluations to ensure consistent agent behavior across major AI clients like ChatGPT and Claude. The tool includes a CLI, SDK, and web app, is open source, and aims to maintain server compatibility and quality across various AI clients for developers and teams building agent-facing software.
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Checked Sep 26, 2026
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- Performance
- 55 out of 100, Needs improvement
- Accessibility
- 88 out of 100, Needs improvement
- Best Practices
- 96 out of 100, Good
- SEO
- 100 out of 100, Good
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