mcp-deploy-intel is an open-source CLI and MCP server that delivers AI-synthesized risk briefs and typed query tools for Kubernetes deployments. It helps SREs and DevOps teams assess and manage deployment risks efficiently. The tool integrates with Kubernetes clusters and provides actionable intelligence for safer operations.
In the Infrastructure & Backend space, mcp-deploy-intel takes a focused approach. It focuses on assessing and managing deployment risks in Kubernetes environments using AI-powered intelligence. It is built as an open-source project for site reliability engineers. The project is open source (Apache-2.0). mcp-deploy-intel is available on the command line and API, and it can be self-hosted.
vellankikoti builds and maintains mcp-deploy-intel, and it first shipped in 2026. The project is developed in the open on GitHub with 41 commits in the last 90 days. Key capabilities include risk assessment, typed query tools, and kubernetes integration. It exposes integrations via an MCP server and a public API.
Summary written by a language model from the project’s public pages.
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