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Glama

Control Plane

by io.cpln

Get Template Detail & Example Values

get_template
Read-onlyIdempotent

Show a catalog template’s available versions, prerequisites, whether it creates its own GVC, and the EXAMPLE values.yaml for the chosen (or latest) version. Read this before install_template — copy and edit the example values to configure the deployment.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
versionNoTemplate version (e.g. "3.0.1"). Omit to use the latest. See get_template for available versions.
templateYesCatalog template to use — select one of the available templates (full details via browse_templates/get_template).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okYesWhether the call succeeded.
dataNoThe full machine-readable result — list rows, the resource object, query results. Read THIS, not just the summary.
summaryYesOne-line summary of the result.
nextStepsNoRecommended follow-up actions for this task, in order.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous value: -[
-  "airflow",
-  "cassandra",
-  "cdc-pipeline",
-  "chatwoot",
-  "clickhouse",
-  "cockroach",
-  "coraza",
-  "cpln-common",
-  "cpln-jenkins",
-  "cpln-task-runner",
-  "cpln-trivy",
-  "dbeaver",
-  "debezium-server",
-  "docmost",
-  "duckdb",
-  "elasticsearch",
-  "ess",
-  "etcd",
-  "etcd-multi-location",
-  "fusionauth",
-  "ghost",
-  "gitea",
-  "glitchtip",
-  "grafana",
-  "grafana-multi-location",
-  "guacamole",
-  "hermes-agent",
-  "infisical",
-  "kafka",
-  "keycloak",
-  "langfuse",
-  "listmonk",
-  "litellm",
-  "manticore",
-  "mariadb",
-  "meilisearch",
-  "metabase",
-  "mimir",
-  "minio",
-  "mongodb",
-  "mongodb-cluster",
-  "mysql",
-  "n8n",
-  "nats",
-  "nginx",
-  "nocodb",
-  "ollama",
-  "open-webui",
-  "openbao",
-  "opensearch",
-  "otel-collector",
-  "pgdog",
-  "pgedge",
-  "pgvector",
-  "pocketbase",
-  "polaris",
-  "postgis",
-  "postgres",
-  "postgres-highly-available",
-  "postgres-multi-location",
-  "prometheus",
-  "qdrant",
-  "rabbitmq",
-  "redis",
-  "redis-cluster",
-  "redis-multi-location",
-  "redpanda",
-  "searxng",
-  "seaweedfs",
-  "secret-env-var-syncer",
-  "sftpgo",
-  "supabase",
-  "tailscale",
-  "temporal",
-  "test-app",
-  "test-app-2",
-  "thanos",
-  "tidb",
-  "timescaledb",
-  "timescaledb-highly-available",
-  "tooljet",
-  "trino",
-  "twenty",
-  "tyk",
-  "umami",
-  "unleash",
-  "uptime-kuma",
-  "vaultwarden",
-  "weaviate"
-]New value: +[
+  "airflow",
+  "cassandra",
+  "cdc-pipeline",
+  "chatwoot",
+  "clickhouse",
+  "cockroach",
+  "coraza",
+  "cpln-advisor",
+  "cpln-common",
+  "cpln-jenkins",
+  "cpln-task-runner",
+  "cpln-trivy",
+  "dbeaver",
+  "debezium-server",
+  "docmost",
+  "duckdb",
+  "elasticsearch",
+  "ess",
+  "etcd",
+  "etcd-multi-location",
+  "fusionauth",
+  "ghost",
+  "gitea",
+  "glitchtip",
+  "grafana",
+  "grafana-multi-location",
+  "guacamole",
+  "hermes-agent",
+  "infisical",
+  "kafka",
+  "keycloak",
+  "langfuse",
+  "listmonk",
+  "litellm",
+  "manticore",
+  "mariadb",
+  "meilisearch",
+  "metabase",
+  "mimir",
+  "minio",
+  "mongodb",
+  "mongodb-cluster",
+  "mysql",
+  "n8n",
+  "nats",
+  "nginx",
+  "nocodb",
+  "ollama",
+  "open-webui",
+  "openbao",
+  "opensearch",
+  "otel-collector",
+  "pgdog",
+  "pgedge",
+  "pgvector",
+  "pocketbase",
+  "polaris",
+  "postgis",
+  "postgres",
+  "postgres-highly-available",
+  "postgres-multi-location",
+  "prometheus",
+  "qdrant",
+  "rabbitmq",
+  "redis",
+  "redis-cluster",
+  "redis-multi-location",
+  "redpanda",
+  "searxng",
+  "seaweedfs",
+  "secret-env-var-syncer",
+  "sftpgo",
+  "supabase",
+  "tailscale",
+  "temporal",
+  "test-app",
+  "test-app-2",
+  "thanos",
+  "tidb",
+  "timescaledb",
+  "timescaledb-highly-available",
+  "tooljet",
+  "trino",
+  "twenty",
+  "tyk",
+  "umami",
+  "unleash",
+  "uptime-kuma",
+  "vaultwarden",
+  "weaviate"
+]
  2. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous value: -[
-  "airflow",
-  "cassandra",
-  "cdc-pipeline",
-  "chatwoot",
-  "clickhouse",
-  "cockroach",
-  "coraza",
-  "cpln-common",
-  "cpln-jenkins",
-  "cpln-task-runner",
-  "cpln-trivy",
-  "dbeaver",
-  "debezium-server",
-  "docmost",
-  "duckdb",
-  "elasticsearch",
-  "ess",
-  "etcd",
-  "etcd-multi-location",
-  "fusionauth",
-  "ghost",
-  "gitea",
-  "glitchtip",
-  "grafana",
-  "grafana-multi-location",
-  "guacamole",
-  "hermes-agent",
-  "infisical",
-  "kafka",
-  "keycloak",
-  "langfuse",
-  "listmonk",
-  "litellm",
-  "manticore",
-  "mariadb",
-  "meilisearch",
-  "metabase",
-  "mimir",
-  "minio",
-  "mongodb",
-  "mongodb-cluster",
-  "mysql",
-  "n8n",
-  "nats",
-  "nginx",
-  "nocodb",
-  "ollama",
-  "open-webui",
-  "openbao",
-  "opensearch",
-  "otel-collector",
-  "pgdog",
-  "pgedge",
-  "pocketbase",
-  "polaris",
-  "postgis",
-  "postgres",
-  "postgres-highly-available",
-  "postgres-multi-location",
-  "prometheus",
-  "qdrant",
-  "rabbitmq",
-  "redis",
-  "redis-cluster",
-  "redis-multi-location",
-  "redpanda",
-  "searxng",
-  "seaweedfs",
-  "secret-env-var-syncer",
-  "sftpgo",
-  "supabase",
-  "tailscale",
-  "temporal",
-  "test-app",
-  "test-app-2",
-  "thanos",
-  "tidb",
-  "timescaledb",
-  "timescaledb-highly-available",
-  "tooljet",
-  "trino",
-  "twenty",
-  "tyk",
-  "umami",
-  "unleash",
-  "uptime-kuma",
-  "vaultwarden",
-  "weaviate"
-]New value: +[
+  "airflow",
+  "cassandra",
+  "cdc-pipeline",
+  "chatwoot",
+  "clickhouse",
+  "cockroach",
+  "coraza",
+  "cpln-common",
+  "cpln-jenkins",
+  "cpln-task-runner",
+  "cpln-trivy",
+  "dbeaver",
+  "debezium-server",
+  "docmost",
+  "duckdb",
+  "elasticsearch",
+  "ess",
+  "etcd",
+  "etcd-multi-location",
+  "fusionauth",
+  "ghost",
+  "gitea",
+  "glitchtip",
+  "grafana",
+  "grafana-multi-location",
+  "guacamole",
+  "hermes-agent",
+  "infisical",
+  "kafka",
+  "keycloak",
+  "langfuse",
+  "listmonk",
+  "litellm",
+  "manticore",
+  "mariadb",
+  "meilisearch",
+  "metabase",
+  "mimir",
+  "minio",
+  "mongodb",
+  "mongodb-cluster",
+  "mysql",
+  "n8n",
+  "nats",
+  "nginx",
+  "nocodb",
+  "ollama",
+  "open-webui",
+  "openbao",
+  "opensearch",
+  "otel-collector",
+  "pgdog",
+  "pgedge",
+  "pgvector",
+  "pocketbase",
+  "polaris",
+  "postgis",
+  "postgres",
+  "postgres-highly-available",
+  "postgres-multi-location",
+  "prometheus",
+  "qdrant",
+  "rabbitmq",
+  "redis",
+  "redis-cluster",
+  "redis-multi-location",
+  "redpanda",
+  "searxng",
+  "seaweedfs",
+  "secret-env-var-syncer",
+  "sftpgo",
+  "supabase",
+  "tailscale",
+  "temporal",
+  "test-app",
+  "test-app-2",
+  "thanos",
+  "tidb",
+  "timescaledb",
+  "timescaledb-highly-available",
+  "tooljet",
+  "trino",
+  "twenty",
+  "tyk",
+  "umami",
+  "unleash",
+  "uptime-kuma",
+  "vaultwarden",
+  "weaviate"
+]
  3. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous value: -[
-  "airflow",
-  "cassandra",
-  "cdc-pipeline",
-  "chatwoot",
-  "clickhouse",
-  "cockroach",
-  "coraza",
-  "cpln-common",
-  "cpln-jenkins",
-  "cpln-task-runner",
-  "cpln-trivy",
-  "dbeaver",
-  "debezium-server",
-  "docmost",
-  "duckdb",
-  "elasticsearch",
-  "ess",
-  "etcd",
-  "etcd-multi-location",
-  "fusionauth",
-  "ghost",
-  "gitea",
-  "glitchtip",
-  "grafana",
-  "grafana-multi-location",
-  "hermes-agent",
-  "infisical",
-  "kafka",
-  "keycloak",
-  "langfuse",
-  "listmonk",
-  "litellm",
-  "manticore",
-  "mariadb",
-  "meilisearch",
-  "metabase",
-  "mimir",
-  "minio",
-  "mongodb",
-  "mongodb-cluster",
-  "mysql",
-  "n8n",
-  "nats",
-  "nginx",
-  "nocodb",
-  "ollama",
-  "open-webui",
-  "openbao",
-  "opensearch",
-  "otel-collector",
-  "pgdog",
-  "pgedge",
-  "polaris",
-  "postgis",
-  "postgres",
-  "postgres-highly-available",
-  "postgres-multi-location",
-  "prometheus",
-  "qdrant",
-  "rabbitmq",
-  "redis",
-  "redis-cluster",
-  "redis-multi-location",
-  "redpanda",
-  "seaweedfs",
-  "secret-env-var-syncer",
-  "sftpgo",
-  "supabase",
-  "tailscale",
-  "temporal",
-  "test-app",
-  "test-app-2",
-  "thanos",
-  "tidb",
-  "timescaledb",
-  "timescaledb-highly-available",
-  "tooljet",
-  "trino",
-  "twenty",
-  "tyk",
-  "umami",
-  "unleash",
-  "uptime-kuma",
-  "vaultwarden",
-  "weaviate"
-]New value: +[
+  "airflow",
+  "cassandra",
+  "cdc-pipeline",
+  "chatwoot",
+  "clickhouse",
+  "cockroach",
+  "coraza",
+  "cpln-common",
+  "cpln-jenkins",
+  "cpln-task-runner",
+  "cpln-trivy",
+  "dbeaver",
+  "debezium-server",
+  "docmost",
+  "duckdb",
+  "elasticsearch",
+  "ess",
+  "etcd",
+  "etcd-multi-location",
+  "fusionauth",
+  "ghost",
+  "gitea",
+  "glitchtip",
+  "grafana",
+  "grafana-multi-location",
+  "guacamole",
+  "hermes-agent",
+  "infisical",
+  "kafka",
+  "keycloak",
+  "langfuse",
+  "listmonk",
+  "litellm",
+  "manticore",
+  "mariadb",
+  "meilisearch",
+  "metabase",
+  "mimir",
+  "minio",
+  "mongodb",
+  "mongodb-cluster",
+  "mysql",
+  "n8n",
+  "nats",
+  "nginx",
+  "nocodb",
+  "ollama",
+  "open-webui",
+  "openbao",
+  "opensearch",
+  "otel-collector",
+  "pgdog",
+  "pgedge",
+  "pocketbase",
+  "polaris",
+  "postgis",
+  "postgres",
+  "postgres-highly-available",
+  "postgres-multi-location",
+  "prometheus",
+  "qdrant",
+  "rabbitmq",
+  "redis",
+  "redis-cluster",
+  "redis-multi-location",
+  "redpanda",
+  "searxng",
+  "seaweedfs",
+  "secret-env-var-syncer",
+  "sftpgo",
+  "supabase",
+  "tailscale",
+  "temporal",
+  "test-app",
+  "test-app-2",
+  "thanos",
+  "tidb",
+  "timescaledb",
+  "timescaledb-highly-available",
+  "tooljet",
+  "trino",
+  "twenty",
+  "tyk",
+  "umami",
+  "unleash",
+  "uptime-kuma",
+  "vaultwarden",
+  "weaviate"
+]
  4. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous value: -[
-  "airflow",
-  "cassandra",
-  "cdc-pipeline",
-  "chatwoot",
-  "clickhouse",
-  "cockroach",
-  "coraza",
-  "cpln-common",
-  "cpln-task-runner",
-  "cpln-trivy",
-  "dbeaver",
-  "debezium-server",
-  "docmost",
-  "duckdb",
-  "elasticsearch",
-  "ess",
-  "etcd",
-  "etcd-multi-location",
-  "fusionauth",
-  "ghost",
-  "gitea",
-  "glitchtip",
-  "grafana",
-  "grafana-multi-location",
-  "hermes-agent",
-  "infisical",
-  "kafka",
-  "keycloak",
-  "langfuse",
-  "listmonk",
-  "litellm",
-  "manticore",
-  "mariadb",
-  "meilisearch",
-  "metabase",
-  "mimir",
-  "minio",
-  "mongodb",
-  "mongodb-cluster",
-  "mysql",
-  "n8n",
-  "nats",
-  "nginx",
-  "nocodb",
-  "ollama",
-  "open-webui",
-  "openbao",
-  "opensearch",
-  "otel-collector",
-  "pgdog",
-  "pgedge",
-  "polaris",
-  "postgis",
-  "postgres",
-  "postgres-highly-available",
-  "postgres-multi-location",
-  "prometheus",
-  "qdrant",
-  "rabbitmq",
-  "redis",
-  "redis-cluster",
-  "redis-multi-location",
-  "redpanda",
-  "seaweedfs",
-  "secret-env-var-syncer",
-  "sftpgo",
-  "supabase",
-  "tailscale",
-  "temporal",
-  "test-app",
-  "test-app-2",
-  "thanos",
-  "tidb",
-  "timescaledb",
-  "timescaledb-highly-available",
-  "tooljet",
-  "trino",
-  "twenty",
-  "tyk",
-  "umami",
-  "unleash",
-  "uptime-kuma",
-  "vaultwarden",
-  "weaviate"
-]New value: +[
+  "airflow",
+  "cassandra",
+  "cdc-pipeline",
+  "chatwoot",
+  "clickhouse",
+  "cockroach",
+  "coraza",
+  "cpln-common",
+  "cpln-jenkins",
+  "cpln-task-runner",
+  "cpln-trivy",
+  "dbeaver",
+  "debezium-server",
+  "docmost",
+  "duckdb",
+  "elasticsearch",
+  "ess",
+  "etcd",
+  "etcd-multi-location",
+  "fusionauth",
+  "ghost",
+  "gitea",
+  "glitchtip",
+  "grafana",
+  "grafana-multi-location",
+  "hermes-agent",
+  "infisical",
+  "kafka",
+  "keycloak",
+  "langfuse",
+  "listmonk",
+  "litellm",
+  "manticore",
+  "mariadb",
+  "meilisearch",
+  "metabase",
+  "mimir",
+  "minio",
+  "mongodb",
+  "mongodb-cluster",
+  "mysql",
+  "n8n",
+  "nats",
+  "nginx",
+  "nocodb",
+  "ollama",
+  "open-webui",
+  "openbao",
+  "opensearch",
+  "otel-collector",
+  "pgdog",
+  "pgedge",
+  "polaris",
+  "postgis",
+  "postgres",
+  "postgres-highly-available",
+  "postgres-multi-location",
+  "prometheus",
+  "qdrant",
+  "rabbitmq",
+  "redis",
+  "redis-cluster",
+  "redis-multi-location",
+  "redpanda",
+  "seaweedfs",
+  "secret-env-var-syncer",
+  "sftpgo",
+  "supabase",
+  "tailscale",
+  "temporal",
+  "test-app",
+  "test-app-2",
+  "thanos",
+  "tidb",
+  "timescaledb",
+  "timescaledb-highly-available",
+  "tooljet",
+  "trino",
+  "twenty",
+  "tyk",
+  "umami",
+  "unleash",
+  "uptime-kuma",
+  "vaultwarden",
+  "weaviate"
+]
  5. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous value: -[
-  "airflow",
-  "cassandra",
-  "cdc-pipeline",
-  "clickhouse",
-  "cockroach",
-  "coraza",
-  "cpln-common",
-  "cpln-task-runner",
-  "cpln-trivy",
-  "dbeaver",
-  "debezium-server",
-  "elasticsearch",
-  "ess",
-  "etcd",
-  "fusionauth",
-  "kafka",
-  "keycloak",
-  "langfuse",
-  "manticore",
-  "mariadb",
-  "minio",
-  "mongodb",
-  "mongodb-cluster",
-  "mysql",
-  "nats",
-  "nginx",
-  "ollama",
-  "opensearch",
-  "otel-collector",
-  "pgdog",
-  "pgedge",
-  "postgis",
-  "postgres",
-  "postgres-highly-available",
-  "rabbitmq",
-  "redis",
-  "redis-cluster",
-  "redis-multi-location",
-  "redpanda",
-  "secret-env-var-syncer",
-  "sftpgo",
-  "supabase",
-  "tailscale",
-  "test-app",
-  "test-app-2",
-  "tidb",
-  "tyk",
-  "weaviate"
-]New value: +[
+  "airflow",
+  "cassandra",
+  "cdc-pipeline",
+  "chatwoot",
+  "clickhouse",
+  "cockroach",
+  "coraza",
+  "cpln-common",
+  "cpln-task-runner",
+  "cpln-trivy",
+  "dbeaver",
+  "debezium-server",
+  "docmost",
+  "duckdb",
+  "elasticsearch",
+  "ess",
+  "etcd",
+  "etcd-multi-location",
+  "fusionauth",
+  "ghost",
+  "gitea",
+  "glitchtip",
+  "grafana",
+  "grafana-multi-location",
+  "hermes-agent",
+  "infisical",
+  "kafka",
+  "keycloak",
+  "langfuse",
+  "listmonk",
+  "litellm",
+  "manticore",
+  "mariadb",
+  "meilisearch",
+  "metabase",
+  "mimir",
+  "minio",
+  "mongodb",
+  "mongodb-cluster",
+  "mysql",
+  "n8n",
+  "nats",
+  "nginx",
+  "nocodb",
+  "ollama",
+  "open-webui",
+  "openbao",
+  "opensearch",
+  "otel-collector",
+  "pgdog",
+  "pgedge",
+  "polaris",
+  "postgis",
+  "postgres",
+  "postgres-highly-available",
+  "postgres-multi-location",
+  "prometheus",
+  "qdrant",
+  "rabbitmq",
+  "redis",
+  "redis-cluster",
+  "redis-multi-location",
+  "redpanda",
+  "seaweedfs",
+  "secret-env-var-syncer",
+  "sftpgo",
+  "supabase",
+  "tailscale",
+  "temporal",
+  "test-app",
+  "test-app-2",
+  "thanos",
+  "tidb",
+  "timescaledb",
+  "timescaledb-highly-available",
+  "tooljet",
+  "trino",
+  "twenty",
+  "tyk",
+  "umami",
+  "unleash",
+  "uptime-kuma",
+  "vaultwarden",
+  "weaviate"
+]
  6. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous value: -[
-  "airflow",
-  "cassandra",
-  "cdc-pipeline",
-  "clickhouse",
-  "cockroach",
-  "coraza",
-  "cpln-common",
-  "cpln-task-runner",
-  "cpln-trivy",
-  "dbeaver",
-  "debezium-server",
-  "elasticsearch",
-  "ess",
-  "etcd",
-  "fusionauth",
-  "kafka",
-  "keycloak",
-  "langfuse",
-  "manticore",
-  "mariadb",
-  "minio",
-  "mongodb",
-  "mongodb-cluster",
-  "mysql",
-  "nats",
-  "nginx",
-  "ollama",
-  "opensearch",
-  "otel-collector",
-  "pgdog",
-  "pgedge",
-  "postgis",
-  "postgres",
-  "postgres-highly-available",
-  "rabbitmq",
-  "redis",
-  "redis-cluster",
-  "redis-multi-location",
-  "redpanda",
-  "secret-env-var-syncer",
-  "supabase",
-  "tailscale",
-  "test-app",
-  "test-app-2",
-  "tidb",
-  "tyk",
-  "weaviate"
-]New value: +[
+  "airflow",
+  "cassandra",
+  "cdc-pipeline",
+  "clickhouse",
+  "cockroach",
+  "coraza",
+  "cpln-common",
+  "cpln-task-runner",
+  "cpln-trivy",
+  "dbeaver",
+  "debezium-server",
+  "elasticsearch",
+  "ess",
+  "etcd",
+  "fusionauth",
+  "kafka",
+  "keycloak",
+  "langfuse",
+  "manticore",
+  "mariadb",
+  "minio",
+  "mongodb",
+  "mongodb-cluster",
+  "mysql",
+  "nats",
+  "nginx",
+  "ollama",
+  "opensearch",
+  "otel-collector",
+  "pgdog",
+  "pgedge",
+  "postgis",
+  "postgres",
+  "postgres-highly-available",
+  "rabbitmq",
+  "redis",
+  "redis-cluster",
+  "redis-multi-location",
+  "redpanda",
+  "secret-env-var-syncer",
+  "sftpgo",
+  "supabase",
+  "tailscale",
+  "test-app",
+  "test-app-2",
+  "tidb",
+  "tyk",
+  "weaviate"
+]
  7. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous value: -[
-  "airflow",
-  "cassandra",
-  "cdc-pipeline",
-  "clickhouse",
-  "cockroach",
-  "coraza",
-  "cpln-common",
-  "cpln-task-runner",
-  "cpln-trivy",
-  "dbeaver",
-  "debezium-server",
-  "elasticsearch",
-  "ess",
-  "etcd",
-  "fusionauth",
-  "kafka",
-  "langfuse",
-  "manticore",
-  "mariadb",
-  "minio",
-  "mongodb",
-  "mongodb-cluster",
-  "mysql",
-  "nats",
-  "nginx",
-  "ollama",
-  "opensearch",
-  "otel-collector",
-  "pgdog",
-  "pgedge",
-  "postgis",
-  "postgres",
-  "postgres-highly-available",
-  "rabbitmq",
-  "redis",
-  "redis-cluster",
-  "redis-multi-location",
-  "redpanda",
-  "secret-env-var-syncer",
-  "supabase",
-  "tailscale",
-  "test-app",
-  "test-app-2",
-  "tidb",
-  "tyk",
-  "weaviate"
-]New value: +[
+  "airflow",
+  "cassandra",
+  "cdc-pipeline",
+  "clickhouse",
+  "cockroach",
+  "coraza",
+  "cpln-common",
+  "cpln-task-runner",
+  "cpln-trivy",
+  "dbeaver",
+  "debezium-server",
+  "elasticsearch",
+  "ess",
+  "etcd",
+  "fusionauth",
+  "kafka",
+  "keycloak",
+  "langfuse",
+  "manticore",
+  "mariadb",
+  "minio",
+  "mongodb",
+  "mongodb-cluster",
+  "mysql",
+  "nats",
+  "nginx",
+  "ollama",
+  "opensearch",
+  "otel-collector",
+  "pgdog",
+  "pgedge",
+  "postgis",
+  "postgres",
+  "postgres-highly-available",
+  "rabbitmq",
+  "redis",
+  "redis-cluster",
+  "redis-multi-location",
+  "redpanda",
+  "secret-env-var-syncer",
+  "supabase",
+  "tailscale",
+  "test-app",
+  "test-app-2",
+  "tidb",
+  "tyk",
+  "weaviate"
+]
  8. First observed

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already establish readOnly, idempotent, non-destructive behavior. The description adds meaningful context about exactly what the tool returns: versions, prerequisites, GVC behavior, and example values. No contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with no filler; the return content is front-loaded and the usage directive follows immediately. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only lookup tool with a rich enum schema and an output schema, the description covers what is returned, when to use it, and how to proceed afterward. Nothing critical is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema fully documents both parameters and the description adds little beyond restating the version behavior ('latest'). Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Show') and a precise resource: a catalog template's versions, prerequisites, GVC-creation flag, and example values.yaml. This differentiates it clearly from browse_templates and install_template.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly instructs to use this before install_template and explains why (copy and edit the example values). It provides clear context but does not mention exclusions or alternatives such as browse_templates.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A4.1/5.0
Disambiguation5/5

Every tool targets a distinct resource/action pair (e.g., get_resource vs get_resource_schema, list_deployments vs list_workload_replicas) and descriptions clearly differentiate purposes. No two tools appear to do the same thing.

Naming Consistency5/5

All tools follow a verb_noun snake_case pattern (create_gvc, update_workload, list_resources, query_metrics) with consistent verbs. The few imperative verbs (browse, build, mount) still maintain the same verb-first structure.

Tool Count1/5

With 55 tools, this server far exceeds the typical well-scoped 3-15 tool range. While each tool appears purposeful, the sheer number creates selection overhead and falls into the extreme 50+ category on the rubric.

Completeness4/5

The surface covers nearly the full Control Plane lifecycle: CRUD for GVC, workload, identity, policy, volumeset, and domain, plus observability, templates, image builds, and Terraform. Minor gaps include referenced but missing configure_workload_* tools and no secret creation/deletion (by design).

Resources