Kubernetes deployment intelligence — typed query tools + AI-synthesised risk briefs. CLI + MCP server.
Project description
mcp-deploy-intel
Kubernetes deployment intelligence — typed query tools + AI-synthesised risk briefs. CLI + MCP server.
Status: v0.1.0 — walking skeleton. Two K8s-only tools live. Prom/SQLite/LLM tools arrive across v0.2.0–v0.6.0; v1.0.0 adds Helm Deployment mode + cluster matrix CI.
Install
# Run ephemerally via uvx (recommended for one-off queries):
uvx mcp-deploy-intel --help
# Persistent:
pip install mcp-deploy-intel
Quickstart
# List Deployments + StatefulSets in a namespace
deploy-intel list-workloads-in-namespace default
# Snapshot a single workload
deploy-intel get-workload default/Deployment/my-api --format md
MCP — Claude Desktop / Claude Code
{
"mcpServers": {
"deploy-intel": {
"command": "uvx",
"args": ["mcp-deploy-intel", "serve-mcp"]
}
}
}
Current tools exposed via MCP: get_workload, list_workloads_in_namespace. More tools land in v0.2.0+.
Design & plans
Project details
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