Schema | MCP-OpenStack-Ops

MCP-OpenStack-Ops

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Server Configuration

Describes the environment variables required to run the server.

Name	Required	Description	Default
`OS_CACERT`	No	SSL CA certificate path for HTTPS (optional, required for secure HTTPS if using https)
`OS_PASSWORD`	Yes	OpenStack password (required)
`OS_USERNAME`	Yes	OpenStack username (required)
`FASTMCP_HOST`	No	HTTP host address for streamable-http mode	127.0.0.1
`FASTMCP_PORT`	No	HTTP port for streamable-http mode	8080
`FASTMCP_TYPE`	No	Transport type (stdio, streamable-http)	stdio
`OS_AUTH_HOST`	Yes	OpenStack Identity service host address (required)
`OS_AUTH_PORT`	Yes	OpenStack Identity service port (required)
`OS_INTERFACE`	No	Interface type (public, internal, admin)	public
`MCP_LOG_LEVEL`	No	Logging level (DEBUG, INFO, WARNING, ERROR, CRITICAL)	INFO
`OS_IMAGE_PORT`	No	Image service port	9292
`OS_REGION_NAME`	No	OpenStack region name	RegionOne
`OS_VOLUME_PORT`	No	Volume service port	8776
`OS_COMPUTE_PORT`	No	Compute service port	8774
`OS_NETWORK_PORT`	No	Network service port	9696
`OS_PROJECT_NAME`	Yes	OpenStack project name (required)
`OS_AUTH_PROTOCOL`	No	Connection protocol (http or https)	http
`OS_PLACEMENT_PORT`	No	Placement service port	8780
`REMOTE_SECRET_KEY`	No	Secret key for Bearer token authentication (required if REMOTE_AUTH_ENABLE=true)
`OS_HEAT_STACK_PORT`	No	Heat orchestration service port	8004
`REMOTE_AUTH_ENABLE`	No	Enable Bearer token authentication for streamable-http mode	false
`OS_USER_DOMAIN_NAME`	No	User domain name	default
`OS_HEAT_STACK_CFN_PORT`	No	Heat CloudFormation service port	18888
`OS_PROJECT_DOMAIN_NAME`	No	Project domain name	default
`ALLOW_MODIFY_OPERATIONS`	No	Enable modify operations (true/false)	false
`OS_IDENTITY_API_VERSION`	No	Identity API version	3

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

Capability	Details
`tools`	{ "listChanged": true }
`logging`	{}
`prompts`	{ "listChanged": false }
`resources`	{ "subscribe": false, "listChanged": false }
`extensions`	{ "io.modelcontextprotocol/ui": {} }
`experimental`	{}

Tools

Functions exposed to the LLM to take actions

Name	Description
get_availability_zonesB	List availability zones and their status Returns: JSON string with availability zones information
get_floating_ip_poolsA	Get list of floating IP pools (external networks). Functions: List all external networks that can provide floating IPs Show available and used IP counts for each pool Display network configuration for floating IP allocation Provide pool capacity and utilization information Use when user requests: "Show floating IP pools" "List available floating IP networks" "Check floating IP capacity" "What external networks are available?" Returns: List of floating IP pools with capacity information in JSON format.
get_floating_ipsA	Get list of floating IPs with their associations. Functions: Query floating IPs and their current status Display associated fixed IPs and ports Show floating IP pool and router associations Provide floating IP allocation and usage information Use when user requests floating IP information, external connectivity queries, or IP management tasks. Returns: List of floating IPs with detailed association information in JSON format.
get_heat_stacksA	Get list of Heat orchestration stacks. Functions: Query Heat stacks and their current status Display stack creation and update timestamps Show stack templates and resource information Provide orchestration deployment information Use when user requests stack information, orchestration queries, or infrastructure-as-code status. Returns: List of Heat stacks with detailed information in JSON format.
get_hypervisor_detailsC	Get detailed information about hypervisors
get_image_detail_listA	Get detailed list of all images with comprehensive metadata. Functions: List all images available in the project Show image status, size, and format information Display image properties and metadata Provide ownership and visibility details Use when user requests image listing, image information, or image metadata details. Returns: Comprehensive image list in JSON format with detailed metadata, properties, and status information.
get_instanceA	Unified instance query tool supporting all instance retrieval patterns. Consolidates functionality from get_instance_details, get_instance_by_name, get_instances_by_status, and search_instances. Functions: Get specific instances by names or IDs Filter instances by status (ACTIVE, SHUTOFF, ERROR, etc.) Search instances across multiple fields (name, flavor, image, host, etc.) List all instances with pagination Support both summary and detailed information modes Use when user requests instance information, status checks, or instance searches.
get_instance_by_nameC	Get detailed information for a specific instance by name.
get_instance_detailsA	Provides detailed information and status for OpenStack instances with pagination support. Functions: Query basic instance information (name, ID, status, image, flavor) with efficient pagination Collect network connection status and IP address information Check CPU, memory, storage resource usage and allocation Provide instance metadata, keypair, and security group settings Support large-scale environments with configurable limits Use when user requests specific instance information, VM details, server analysis, or instance troubleshooting.
get_instances_by_statusB	Get instances filtered by status.
get_keypair_listA	Get list of SSH keypairs for the current user. Functions: Query SSH keypairs and their fingerprints Display keypair types and creation dates Show public key information (truncated for security) Provide keypair management information Use when user requests SSH key management, keypair information, or security key queries. Returns: List of SSH keypairs with detailed information in JSON format.
get_load_balancer_amphoraeB	Get amphora instances for a load balancer or all amphorae.
get_load_balancer_availability_zonesB	Get load balancer availability zones. Returns: JSON string containing availability zones information
get_load_balancer_detailsA	Get detailed information about a specific OpenStack load balancer. Functions: Shows comprehensive load balancer details including VIP configuration Lists all listeners with their protocols and ports Shows pools and members for each listener Displays health monitor information if configured Provides provisioning and operating status Use when user requests: "Show details for load balancer [name/id]" "Get load balancer configuration" "Show load balancer listeners and pools" "What's the status of load balancer [name]?"
get_load_balancer_flavorsB	Get load balancer flavors. Returns: JSON string containing flavors information
get_load_balancer_health_monitorsA	Get health monitors, optionally filtered by pool. Functions: Lists all health monitors or monitors for a specific pool Shows monitor types (HTTP, HTTPS, TCP, PING, UDP-CONNECT) Displays health check intervals, timeouts, and retry settings Provides HTTP-specific settings (method, URL path, expected codes) Use when user requests: "Show all health monitors" "List health monitors for pool [name/id]" "What health checks are configured?" "Show health monitor configuration"
get_load_balancer_l7_policiesB	Get L7 policies for a listener or all L7 policies.
get_load_balancer_l7_rulesA	Get L7 rules for a specific L7 policy.
get_load_balancer_listA	Retrieve comprehensive list of OpenStack load balancers with detailed information. Functions: Lists all load balancers in the OpenStack cluster Provides detailed load balancer information including VIP, status, listeners Supports pagination for large environments (limit/offset) Shows listener count and basic listener information for each load balancer Displays provisioning and operating status for troubleshooting Use when user requests: "Show me all load balancers" "List load balancers with details" "What load balancers are available?" "Show load balancer status"
get_load_balancer_listenersA	Get listeners for a specific OpenStack load balancer. Functions: Lists all listeners attached to a load balancer Shows listener protocols, ports, and configurations Displays admin state and default pool associations Provides creation and update timestamps Use when user requests: "Show listeners for load balancer [name/id]" "List load balancer listeners" "What ports are configured on load balancer [name]?" "Show listener configuration for [lb_name]"
get_load_balancer_pool_membersA	Get members for a specific OpenStack load balancer pool. Functions: Lists all members in a specific pool Shows member addresses, ports, weights, and health status Displays member admin state and operational status Provides monitor configuration for each member Use when user requests: "Show members for pool [name/id]" "List pool members" "What members are in pool [name]?" "Show pool member status"
get_load_balancer_poolsA	Get load balancer pools, optionally filtered by listener. Functions: Lists all pools or pools for a specific listener Shows pool protocols, load balancing algorithms Displays members in each pool with their status Provides health monitor associations Use when user requests: "Show all load balancer pools" "List pools for listener [name/id]" "What pools are configured on [listener_name]?" "Show pool members and their status"
get_load_balancer_providersB	Get load balancer providers. Returns: JSON string containing providers information
get_load_balancer_quotasB	Get load balancer quotas for a project or all projects.
get_network_detailsA	Provides detailed information for OpenStack networks, subnets, routers, and security groups. Functions: Query configuration information for specified network or all networks Check subnet configuration and IP allocation status per network Collect router connection status and gateway configuration Analyze security group rules and port information Use when user requests network information, subnet details, router configuration, or network troubleshooting.
get_project_detailsB	Get OpenStack project details (similar to 'openstack project list/show').
get_quotaB	Get quota information for projects (similar to 'openstack quota show').
get_resource_monitoringA	Monitors real-time resource usage across the OpenStack cluster. Functions: Monitor cluster-wide CPU, memory, and storage usage rates Collect hypervisor statistics and resource allocation Track resource utilization trends and capacity planning data Provide resource usage summaries and utilization percentages Use when user requests resource monitoring, capacity planning, usage analysis, or performance monitoring. Returns: Resource monitoring data in JSON format with cluster summary, hypervisor details, and usage statistics.
get_role_assignmentsA	Get role assignments for the current project. Functions: Query role assignments for users and groups Display project-level and domain-level permissions Show scope of role assignments Provide comprehensive access control information Use when user requests permission information, access control queries, or security auditing. Returns: List of role assignments with detailed scope information in JSON format.
get_routersA	Get list of routers with their configuration. Functions: Query routers and their external gateway configurations Display router interfaces and connected networks Show routing table entries and static routes Provide comprehensive network routing information Use when user requests router information, network connectivity queries, or routing configuration. Returns: List of routers with detailed configuration in JSON format.
get_security_groupsA	Get list of security groups with their rules. Functions: Query security groups and their rule configurations Display ingress and egress rules with protocols and ports Show remote IP prefixes and security group references Provide comprehensive network security information Use when user requests security group information, firewall rules, or network security queries. Returns: List of security groups with detailed rules in JSON format.
get_server_eventsC	Get recent events for a specific server
get_server_groupsA	List all server groups with their details Returns: JSON string with server groups information
get_server_volumesA	Get all volumes attached to a specific server
get_service_statusA	Provides status and health check information for each OpenStack service. Functions: Check active status of all OpenStack services Verify API endpoint responsiveness for each service Collect detailed status and version information per service Detect and report service failures or error conditions Use when user requests service status, API status, health checks, or service troubleshooting. Returns: Service status information in JSON format with service details and health summary.
get_usage_statisticsA	Get usage statistics for projects (similar to 'openstack usage list' command). Functions: Show project usage statistics over a specified time period Display servers, RAM MB-Hours, CPU Hours, and Disk GB-Hours Provide detailed server usage breakdown when available Calculate usage summary across all projects Use when user requests usage statistics, billing information, resource consumption analysis, or project usage reports.
get_user_listA	Get list of OpenStack users in the current domain. Functions: Query user accounts and their basic information Display user status (enabled/disabled) Show user email and domain information Provide user creation and modification timestamps Use when user requests user management information, identity queries, or user administration tasks. Returns: List of users with detailed information in JSON format.
get_volume_listA	Get list of all volumes with detailed information. Functions: List all volumes in the project Show volume status, size, and type information Display attachment information for volumes Provide detailed metadata for each volume Use when user requests volume listing, volume information, or storage overview. Returns: Detailed volume list in JSON format with volume information, attachments, and metadata.
get_volume_snapshotsA	Get list of volume snapshots. Functions: Query volume snapshots and their status Display source volume information Show snapshot creation and modification dates Provide snapshot size and usage information Use when user requests snapshot information, backup queries, or volume restoration planning. Returns: List of volume snapshots with detailed information in JSON format.
get_volume_typesA	Get list of volume types with their specifications. Functions: Query volume types and their capabilities Display extra specifications and backend configurations Show public/private volume type settings Provide storage backend information Use when user requests volume type information, storage backend queries, or volume creation planning. Returns: List of volume types with detailed specifications in JSON format.
search_instancesB	Search for OpenStack instances based on various criteria with efficient pagination. Functions: Search instances by name, status, host, flavor, image, or availability zone Support partial matching with configurable case sensitivity Return detailed information for matching instances with pagination Optimized for large-scale environments with intelligent filtering

Prompts

Interactive templates invoked by user choice

Name	Description
`prompt_template_full`	Return the full canonical prompt template.
`prompt_template_headings`	Return compact list of section headings.
`prompt_template_section`	Return a specific prompt template section by number or keyword.

Resources

Contextual data attached and managed by the client

Name	Description
No resources

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.2/5.0

Scored 2026-10-27 10:50 across 41 tools

Disambiguation2/5

The instance-retrieval surface is highly overlapping: get_instance claims to consolidate get_instance_details, get_instance_by_name, get_instances_by_status, and search_instances, yet all five remain exposed, making misselection very likely. get_network_details also overlaps with get_routers and get_security_groups, and some load balancer list/detail tools are close enough to confuse without careful reading.

Naming Consistency5/5

Tool names consistently follow snake_case verb_noun conventions, overwhelmingly using get_* prefixes with predictable resource names. search_instances is a slight verb variation but still fits the same predictable pattern and style.

Tool Count2/5

With 41 tools, the surface is well above the recommended range for a single MCP server and feels heavy even for a broad domain like OpenStack. The large count is compounded by redundant instance and network tools that could be consolidated into fewer well-scoped tools.

Completeness3/5

Read-only coverage is broad across compute, storage, networking, identity, load balancing, orchestration, images, and quotas. However, there are no lifecycle or action tools for creating, updating, deleting, starting/stopping, attaching, or detaching resources, which are notable gaps for an OpenStack operations server.

Maintenance

ActivityActive

ResponsivenessResponsive