DBDelve
Dive deep into your data. A fast, native, multi-engine database client written in Rust. Free and open source, no telemetry.
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Manage containers on docker, podman, compose, and docker swarm through an MCP Server for Agentic AI
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Documentation — Installation, deployment, usage across the API, CLI, MCP, and A2A agent interfaces, and the multi-host control plane are maintained in the official documentation.
Container Manager Mcp is a production-grade Agent and Model Context Protocol (MCP) server designed to interface directly with Container Manager - manage Docker, Docker Swarm, Podman, and Kubernetes containers and workloads. MCP+A2A Servers By default!.
Full coverage across all three engines: Docker (incl. Swarm/service/stack/config/secret/node
operations via cm_docker_swarm), Podman (incl. pod/kube operations, generate/play kube, checkpoint/restore
via cm_podman), and a complete Kubernetes surface (RKE2 / k3s / vanilla) spanning workloads,
config, networking, storage, RBAC, cluster admin, governance, and observability through 8 themed cm_k8s_*
tools built on the official kubernetes Python client. A cm_multi_context tool lets an agent fan out
operations across multiple Docker/Podman/Swarm/Kubernetes contexts in parallel, and cm_ingest_inventory feeds
Docker, Swarm, and Kubernetes resources into the ontology-driven Knowledge Graph as typed nodes.
generate/play kube, checkpoint/restore), and a full Kubernetes surface (RKE2 / k3s / vanilla) across workloads, config, networking, storage, RBAC, cluster admin, governance, and observability. See Kubernetes below.cm_multi_context fans operations out across multiple Docker, Podman, Swarm, and/or Kubernetes contexts at once (ThreadPoolExecutor-backed), with health checks and lazy reconnect.cm_ingest_inventory maps live Docker/Swarm/Kubernetes inventory (containers, images, volumes, networks, services, nodes, pods, deployments, namespaces, native k8s Services) into typed OWL/RDF nodes for cross-source reasoning.container-manager-mcp allows a single master instance of the MCP server on the operator's controller to route container and volume operations securely to remote hosts over SSH standard tunneling.
~/.config/scion-sdk/inventory.yml (.yml preferred; a legacy inventory.yaml is still read when no .yml exists).Shared inventory: the
cm_*host aliases the operator pass ashostcome from the sameinventory.ymlused by tunnel-manager — define the operator's fleet once. Create and validate it withtunnel-manager inventory init/tunnel-manager inventory doctor. See tunnel-manager's Inventory guide for the full schema, template, and override options.
To configure and use the multi-host remote routing, see the detailed Multi-Host Architecture Guide.
This agent wraps the Container Manager - manage Docker, Docker Swarm, and Podman containers. MCP+A2A Servers By default! API. The operator can interact with it programmatically or via its integrated execution entrypoints.
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