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Glama

Install Template

install_template

Install a catalog template as a new release. Provide name (release name), template, optional version (defaults to latest), the values YAML (from get_template), and gvc unless the template creates its own. For postgres, mysql, mariadb, mongodb, or redis use add_database instead: it creates the credentials the template needs. A template that needs a secret created before install gets it from create_secret, never from values typed into the chat. dryRun true renders what would be created and applies nothing. Deployment is asynchronous: wait for it with get_installed_template and waitSeconds.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
gvcNoTarget GVC. Required unless the template creates its own GVC (get_template shows which). If the user named one for the template, use it; if not, list available GVCs with list_resources (kind="gvc") and let them choose.
orgNoOrganization slug.
nameYesRelease name — the unique, immutable identifier for this installed instance within the org.
dryRunNotrue renders the resources the install would create and applies nothing.
valuesYesThe values.yaml content (YAML mapping) that configures the install. Start from get_template’s example values. Passwords, API keys, and tokens are rejected: put a secret’s name where the template asks for one (create_secret first).
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
okYes
dataNoThe full result. Read this, not only the summary.
detailsNo
summaryYes
nextStepsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed27 schema fields changed
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • removedInput schema / additionalProperties
      Removed value: -false
    • addedInput schema / properties / dryRun
      Added value: +{
      +  "description": "true renders the resources the install would create and applies nothing.",
      +  "type": "boolean"
      +}
    • removedInput schema / properties / gvc / maxLength
      Removed value: -63
    • removedInput schema / properties / gvc / minLength
      Removed value: -1
    • removedInput schema / properties / gvc / pattern
      Removed value: -"^[a-z0-9]([a-z0-9-]{0,61}[a-z0-9])?$"
    • removedInput schema / properties / name / maxLength
      Removed value: -63
    • removedInput schema / properties / name / minLength
      Removed value: -1
    • removedInput schema / properties / name / pattern
      Removed value: -"^[a-z0-9]([a-z0-9-]{0,61}[a-z0-9])?$"
    • changedInput schema / properties / org / description
      Previous value: -"Organization slug (lowercase kebab-case). NEVER guess — if the user has not named one, ask. On org-not-found, stop and ask; do not retry variants."New value: +"Organization slug."
    • removedInput schema / properties / org / maxLength
      Removed value: -63
    • removedInput schema / properties / org / minLength
      Removed value: -1
    • removedInput schema / properties / org / pattern
      Removed value: -"^[a-z0-9]([a-z0-9-]{0,61}[a-z0-9])?$"
    • changedInput schema / properties / values / description
      Previous value: -"The values.yaml content (YAML mapping) that configures the install. Start from get_template’s example values."New value: +"The values.yaml content (YAML mapping) that configures the install. Start from get_template’s example values. Passwords, API keys, and tokens are rejected: put a secret’s name where the template asks for one (create_secret first)."
    • removedInput schema / properties / values / maxLength
      Removed value: -131072
    • removedInput schema / properties / values / minLength
      Removed value: -1
    • removedInput schema / properties / version / maxLength
      Removed value: -40
    • removedInput schema / properties / version / minLength
      Removed value: -1
    • removedInput schema / properties / version / pattern
      Removed value: -"^[A-Za-z0-9][A-Za-z0-9.+-]*$"
    • changedInput schema / required
      Previous value: -[
      -  "org",
      -  "name",
      -  "template",
      -  "values"
      -]New value: +[
      +  "name",
      +  "template",
      +  "values"
      +]
    • removedOutput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • removedOutput schema / additionalProperties
      Removed value: -false
    • changedOutput schema / properties / data / description
      Previous value: -"The full machine-readable result — list rows, the resource object, query results. Read THIS, not just the summary."New value: +"The full result. Read this, not only the summary."
    • addedOutput schema / properties / details
      Added value: +{
      +  "type": "string"
      +}
    • removedOutput schema / properties / nextSteps / description
      Removed value: -"Recommended follow-up actions for this task, in order."
    • removedOutput schema / properties / ok / description
      Removed value: -"Whether the call succeeded."
    • removedOutput schema / properties / summary / description
      Removed value: -"One-line summary of the result."
  2. Changed1 schema field changed
    • changedInput schema / properties / template / enum
      Previous 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"
      -]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",
      +  "spark",
      +  "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",
      -  "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"
      +]
  4. 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"
      +]
  5. 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"
      +]
  6. 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"
      +]
  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",
      -  "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"
      +]
  8. 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"
      +]
  9. 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"
      +]
  10. First observed

TDQS

A4.8/5.0
Behavior5/5

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

Annotations only say non-readOnly, non-destructive. The description adds real behavioral context beyond that: dryRun renders without applying, deployment is asynchronous and must be awaited, and secrets must come from create_secret rather than values. That is exactly the value-add a description should provide.

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

Conciseness4/5

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

Front-loads the core action, then packs routing, prerequisites, and async behavior into a tight paragraph. Dense but every clause carries a distinct instruction; no filler sentences. Could be marginally easier to scan with structure, but nothing is wasted.

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 an async, multi-prerequisite install with an output schema present, the description covers the full lifecycle an agent needs: inputs source, dryRun preview, secret handling, alternative tool for DBs, and the wait pattern. Nothing an agent needs to invoke it correctly is missing.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3, but the description adds workflow context the schema lacks: version defaults to latest, values should come from get_template, gvc may be omitted when the template creates its own, and secrets must be referenced by name. It enriches parameter usage rather than repeating definitions.

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+resource+outcome: "Install a catalog template as a new release." It explicitly distinguishes itself from add_database for database templates and routes to create_secret, get_template, and get_installed_template. An agent can tell this apart from siblings without opening schemas.

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

Usage Guidelines5/5

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

Explicit when-not guidance: 'For postgres, mysql, mariadb, mongodb, or redis use add_database instead.' It also names prerequisites (get_template for values, create_secret for secrets) and the correct follow-up (get_installed_template + waitSeconds). Genuinely routes the agent.

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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