KryptosAI mcp-observatory v1.47.0 Released

What changed

KryptosAI's mcp-observatory has seen its latest release, version 1.47.0, on October 1, 2026. This update continues the project's focus on providing CI-native security testing for Model Context Protocol (MCP) servers. The tool aims to simulate attacks, detect schema drift, and perform health scoring on MCP servers, particularly before agents become dependent on them. The project is written in TypeScript and includes a Dockerfile, indicating containerization support. The latest release was pushed on the same date, suggesting recent development activity.

Why it matters for builders

For developers working with MCP servers and AI agents, mcp-observatory offers a crucial layer of security and stability. Integrating this tool into Continuous Integration (CI) workflows allows for automated security checks, reducing the risk of deploying compromised or unstable MCP server configurations. The focus on schema drift detection is particularly relevant for evolving AI systems, ensuring that the underlying data structures remain consistent and secure.

Practical impact

Developers can integrate mcp-observatory into their existing CI/CD pipelines, such as GitHub Actions, to automate security testing for their MCP server deployments. The tool's CLI capabilities, implied by its inclusion in developer tools and CLI topics, suggest straightforward integration. Testing attack simulations and schema drift detection before agent deployment can prevent costly regressions and security breaches. The project's MIT license makes it freely available for use and modification.

Caveats and source limits

The provided repository metadata indicates a recent release (v1.47.0) and active development, with 140 stars and 15 forks. However, specific details regarding the exact nature of the attack simulations, the depth of schema drift detection, or performance benchmarks are not available in the provided source. Further information on configuration, supported MCP server versions, or detailed usage examples would enhance understanding of its practical application.