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jasamandehvary

kahlo-mcp

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
ARGOCD_SERVERNoArgoCD server URL, e.g. https://argocd.example.com. Required for ArgoCD tools.
KUBECTL_CONTEXTNoOptional; selects a specific kubectl context. Defaults to the current context.
ARGOCD_AUTH_TOKENNoArgoCD API token (project or account token). Required for ArgoCD tools.
DYNATRACE_ENV_URLNoDynatrace environment URL, e.g. https://abc12345.live.dynatrace.com. Required for Dynatrace tools.
DYNATRACE_API_TOKENNoDynatrace API token with entities.read and problems.read scopes. Required for Dynatrace tools.
ARGOCD_INSECURE_SKIP_VERIFYNoSet to 'true' to skip TLS verification for ArgoCD (e.g. self-signed certificates).

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
list_argocd_appsA

List ArgoCD applications with their health and sync status. Use this first to discover the application name to pass to get_live_diff or get_argocd_app_status when you don't already know it.

get_argocd_app_statusA

Get an ArgoCD application's health, sync status, last sync operation result, error conditions, and which managed resources are unhealthy or out-of-sync. Good starting point before drilling into get_live_diff or the underlying pods.

get_live_diffA

Compare an ArgoCD application's desired (git) state against what is actually running in the cluster, resource by resource. Reports drift as added/removed/changed spec fields, ignoring routine status/metadata noise (resourceVersion, managedFields, status subresource, etc). This is the tool for "did someone kubectl edit/patch something out-of-band" or "is the live pod spec what git says it should be".

list_podsA

List pods (optionally scoped by namespace, a raw label selector, and/or an ArgoCD app name — matched via the standard "app.kubernetes.io/instance" tracking label). Surfaces phase, restart counts, and the reason for any waiting/terminated container (CrashLoopBackOff, ImagePullBackOff, OOMKilled, etc) so unhealthy pods are visible at a glance.

get_pod_logsA

Fetch recent logs for a pod (optionally a specific container). Set previous=True to get the logs of the last crashed instance of the container, which is usually what you want after a CrashLoopBackOff.

describe_resourceA

Run "kubectl describe" on any resource (pod, deployment, replicaset, service, ...) and return the raw text, including its event tail — useful for scheduling failures, probe failures, and admission errors that don't show up in get_events' short-lived event history.

get_eventsA

Page through Kubernetes events in chronological order (oldest first). Pass involved_object to filter to events mentioning a pod/deployment/etc by name (substring match). Pass the next_cursor value returned by a previous call to continue from where you left off — useful for walking the event timeline around an incident without re-fetching everything.

exec_in_podA

Run a shell command inside a pod (or one of its containers, including an ephemeral debug container previously created with spawn_ephemeral_debug_container) and return its combined output. This is how you actually use a spawned debug container once it's running.

spawn_ephemeral_debug_containerA

Attach an ephemeral debug container to a running pod via "kubectl debug" (e.g. to get a shell with tools a distroless/minimal app image lacks). The container sleeps for duration_seconds so it stays available; use exec_in_pod with the returned container name to run diagnostics against it (or against target_container's process namespace if target_container is set). Note: this mutates the live pod spec and the ephemeral container cannot be removed short of restarting the pod.

find_dynatrace_entityA

Look up Dynatrace entity IDs by (partial) display name, optionally filtered by type (e.g. "CLOUD_APPLICATION", "KUBERNETES_CLUSTER", "PROCESS_GROUP_INSTANCE"). Use this to bridge a Kubernetes pod/workload name to the Dynatrace entity ID that correlate_trace needs.

correlate_traceA

Given a Dynatrace entity ID (see find_dynatrace_entity), report its identity/tags plus any problems (with root cause and evidence) detected against it within the given timeframe (Dynatrace relative timeframe syntax, e.g. "now-2h", "now-1d"). This is the tool for "does the unhealthy deployment line up with a known Dynatrace problem".

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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