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Most reliable cloud AI agent tools

As of the latest check, Glimind tracks 169 cloud AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
architecture_diagram
cloud.redu/mcp
healthyRead-only. Fetches EVERY resource on your redu.cloud account (VMs, volumes, private networks, managed databases: Postgres/MySQL/MariaDB/Clicalternatives
list_servers
abhishekambad-leapswitch/openstack-mcp
unknownInstances with status and IPs; filter by status or name substringalternatives
connection_status
io.github.makz81/spendlog
unknownCheck connection status.alternatives
disconnect
io.github.makz81/spendlog
unknownDisconnect from cloud sync service.alternatives
oci_iam_list_availability_domains
io.github.ExpertVagabond/oracle-cloud
unknownList availability domainsalternatives
oci_os_delete_bucket
io.github.ExpertVagabond/oracle-cloud
unknownDelete an empty bucketalternatives
oci_vcn_list
io.github.ExpertVagabond/oracle-cloud
unknownList Virtual Cloud Networksalternatives
oci_iam_list_policies
io.github.ExpertVagabond/oracle-cloud
unknownList IAM policiesalternatives
create_bucket
lazorgurl/Terror
unknownCreates a Cloud Storage bucket in a specified region.alternatives
deploy_cloud_run
lazorgurl/Terror
unknownDeploys a Cloud Run service with specified memory and other settings.alternatives
list_subscriptions
vamsitejeswar/azure-billing-mcp-server
unknownList all accessible Azure subscriptionsalternatives
query_costs
vamsitejeswar/azure-billing-mcp-server
unknownGeneral-purpose cost query (timeframe, granularity, grouping)alternatives
find_idle_resources
io.github.raviteja-pegata/azure-finops-mcp
unknownUnattached disks, stranded IPs/NICs, stopped VMsalternatives
find_idle_resources_portfolio
io.github.raviteja-pegata/azure-finops-mcp
unknownIdle resources across ALL subsalternatives
get_vm_utilization
io.github.raviteja-pegata/azure-finops-mcp
unknownCPU stats to validate rightsizingalternatives
list_function_apps
@mcp-consultant-tools/azure-management
unknownList all function apps in a resource groupalternatives
get_function_app
@mcp-consultant-tools/azure-management
unknownGet details of a specific function appalternatives
list_storage_accounts
@mcp-consultant-tools/azure-management
unknownList all storage accounts in a resource groupalternatives
oci_iam_list_compartments
ExpertVagabond/oracle-cloud-mcp
unknownList compartments in the tenancyalternatives
oci_iam_list_availability_domains
ExpertVagabond/oracle-cloud-mcp
unknownList availability domainsalternatives
list_locations
dockndevai/mcp-azure
unknownList all Azure regions (locations) available for the subscriptionalternatives
list_resources
dockndevai/mcp-azure
unknownList all resources within a resource group or across the subscriptionalternatives
list_resource_groups
dockndevai/mcp-azure
unknownList all resource groups in the subscriptionalternatives
tag_resource
dockndevai/mcp-azure
unknownMerge tags onto any Azure resourcealternatives
delete_resource_group
dockndevai/mcp-azure
unknownDelete a resource group and all its resources (requires AZURE_ALLOW_DELETE=admin and typed confirmation)alternatives
delete_resource
dockndevai/mcp-azure
unknownDelete a specific Azure resource (requires AZURE_ALLOW_DELETE=admin and typed confirmation)alternatives
get_bucket
@opentabs-dev/opentabs-plugin-google-cloud
unknownGet a Cloud Storage bucketalternatives
list_enabled_services
@opentabs-dev/opentabs-plugin-google-cloud
unknownList enabled API servicesalternatives
get_cloud_account
@42clouds/mcp-core
unknownGet details of a specific cloud accountalternatives
keypair_list
YeeDochi/OpenStack-MCP
unknownList keypairsalternatives
keypair_delete
YeeDochi/OpenStack-MCP
unknownDelete a keypairalternatives
hypervisor_list
YeeDochi/OpenStack-MCP
unknownList compute hypervisorsalternatives
availability_zone_list
YeeDochi/OpenStack-MCP
unknownList availability zonesalternatives
list_iam
figfhgfgg/AWS Infrastructure MCP Server
unknown篩選並以 JSON Array 回傳 IAM 相關資源alternatives
list_storage
figfhgfgg/AWS Infrastructure MCP Server
unknown篩選並以 JSON Array 回傳與儲存相關的資源alternatives
list_compute
figfhgfgg/AWS Infrastructure MCP Server
unknown篩選並以 JSON Array 回傳運算資源alternatives
list_s3_buckets
ziyuyu23/aws-readonly-mcp
unknownAll S3 bucket names in the accountalternatives
describe_iam_user
ziyuyu23/aws-readonly-mcp
unknownDetails for a single IAM useralternatives
get_storage_account
@mcp-consultant-tools/azure-management
unknownGet details of a specific storage accountalternatives
list_cloud_accounts
@42clouds/mcp-core
unknownList all cloud accountsalternatives
list_instances
oracle.oci-compute-mcp-server
unknownList Instances in a given compartmentalternatives
get_instance
oracle.oci-compute-mcp-server
unknownGet Instance with a given instance OCIDalternatives
launch_instance
oracle.oci-compute-mcp-server
unknownCreate a new instancealternatives
terminate_instance
oracle.oci-compute-mcp-server
unknownTerminate an instancealternatives
update_instance
oracle.oci-compute-mcp-server
unknownUpdate instance configurationalternatives
list_images
oracle.oci-compute-mcp-server
unknownList images in a given compartmentalternatives
get_image
oracle.oci-compute-mcp-server
unknownGet Image with a given image OCIDalternatives
list_s3_buckets
Preeti325/mcp-aws
unknownList all S3 buckets in the AWS accountalternatives
list_resource_groups
@mcp-consultant-tools/azure-management
unknownList all resource groups in the subscriptionalternatives
list_gpus
payperlabs/Payper
unknownLive catalog of GPUs + per-hour USD pricesalternatives
check_session
payperlabs/Payper
unknownState, connection details, and spend for a sessionalternatives
list_regions
io.github.jasonwilbur/oci-pricing-mcp
unknownList all available OCI regionsalternatives
list_storage_options
io.github.jasonwilbur/oci-pricing-mcp
unknownBlock, object, file, archive storage pricingalternatives
calculate_storage_cost
io.github.jasonwilbur/oci-pricing-mcp
unknownCalculate cost for specific storage configalternatives
list_accounts
io.github.danielcregg/rosettahub-mcp-server
unknownList your own RosettaHUB cloud accountsalternatives
list_user_accounts
io.github.danielcregg/rosettahub-mcp-server
unknownList all user accounts with budget detailsalternatives
list_users
io.github.danielcregg/rosettahub-mcp-server
unknownList all federated users in the organizationalternatives
list_api_methods
io.github.danielcregg/rosettahub-mcp-server
unknownList all available RosettaHUB SOAP API methodsalternatives
create_cloudflow_connection
@doitintl/doit-mcp-server
unknownCreates a new CloudFlow cloud provider connection; requires a name and exactly one of gcpConfig or awsConfig, with optional description, colalternatives
update_cloudflow_connection
@doitintl/doit-mcp-server
unknownUpdates an existing CloudFlow connection by connectionId — rename, re-describe, enable/disable, change collaborators, or update its GCP/AWS alternatives
list_cloudflow_templates
@doitintl/doit-mcp-server
unknownReturns a cursor-paginated catalogue of available CloudFlow templates (read-only blueprints), with their id, name, description, and instructalternatives
get_cloudflow_template
@doitintl/doit-mcp-server
unknownReturns the details of a specific CloudFlow template by templateId, including its name, description, and configuration instructionsalternatives
find_cloud_diagrams
@doitintl/doit-mcp-server
unknownReturns diagram URLs matching the provided resource IDs from the DoiT Cloud Diagrams APIalternatives
cloud_project_link
ai-context-manager-mcp
unknownVincula workspace con proyecto cloudalternatives
cloud_sync
ai-context-manager-mcp
unknownSincroniza assets (pull: cloud→local, push: local→cloud)alternatives
cloud_pull_backup
ai-context-manager-mcp
unknownDescarga un backup específico del cloudalternatives
btp_delete_subaccount
kallolchakraborty/SAP BTP MCP Server
unknownPermanent deletion of a subaccount.alternatives
btp_list_subaccounts
kallolchakraborty/SAP BTP MCP Server
unknownList all accessible subaccounts.alternatives
btp_list_regions
kallolchakraborty/SAP BTP MCP Server
unknownList available technical regions (us10, eu10, etc).alternatives
btp_create_subaccount
kallolchakraborty/SAP BTP MCP Server
unknownProvision a new subaccount with validation.alternatives
btp_list_directories
kallolchakraborty/SAP BTP MCP Server
unknownList directories in the global account.alternatives
btp_list_users
kallolchakraborty/SAP BTP MCP Server
unknownList global account users.alternatives
btp_assign_role_collection
kallolchakraborty/SAP BTP MCP Server
unknownGrant roles (e.g., Admin) to a user.alternatives
list_resources
ibm-cloud-browser-mcp
unknownList and query IBM Cloud resourcesalternatives
btp_list_entitlements
kallolchakraborty/SAP BTP MCP Server
unknownCheck available service plans/quotas.alternatives
btp_remove_entitlement
kallolchakraborty/SAP BTP MCP Server
unknownRemove an assigned entitlement from a subaccount.alternatives
btp_list_service_instances
kallolchakraborty/SAP BTP MCP Server
unknownList active services in a subaccount.alternatives
btp_list_environment_instances
kallolchakraborty/SAP BTP MCP Server
unknownList environments like Cloud Foundry or Kyma.alternatives
btp_list_subscriptions
kallolchakraborty/SAP BTP MCP Server
unknownList SaaS application subscriptions.alternatives
scan_cloud
kloudhub-mcp
unknownDiscover all AWS resources across regionsalternatives
get_waste_detection
kloudhub-mcp
unknownIdentify idle and oversized resources with savings estimatesalternatives
run_kloudpilot
kloudhub-mcp
unknownRun AI health analysis with per-service breakdownalternatives
get_kloudpilot_findings
kloudhub-mcp
unknownGet KloudPilot findings for a servicealternatives
snooze_finding
kloudhub-mcp
unknownSnooze a KloudPilot findingalternatives
dismiss_finding
kloudhub-mcp
unknownDismiss a KloudPilot findingalternatives
connect_icloud
punchlist-mcp
unknownOpens the Apple ID sign-in in your browser and adds your private CloudKit database as a second source (works off-LAN).alternatives
export_icloud_credentials
punchlist-mcp
unknownSame sign-in flow, but mints a separate token to set as env vars in a remote environment.alternatives
list_functions
@opentabs-dev/opentabs-plugin-google-cloud
unknownList Cloud Functionsalternatives
get_cloud_run_service
@opentabs-dev/opentabs-plugin-google-cloud
unknownGet a Cloud Run servicealternatives
list_locations
io.github.dockndevai/mcp-azure
unknownList all locationsalternatives
list_resource_groups
Arasefe/azure-mcp-server
unknownList all Azure resource groups in the subscriptionalternatives
morit_cloud_project_sync
@morit/plugin-mcp
unknownCloud 프로젝트를 동기화합니다.alternatives
morit_cloud_connection_list
@morit/plugin-mcp
unknownCloud Connection 목록을 조회합니다.alternatives
list_projects
iflow-mcp_mcp-aiven
unknownList all projects on your Aiven account.alternatives
find_idle_resources
raviteja-pegata/Azure FinOps MCP Server
unknownUnattached disks, stranded IPs/NICs, stopped VMsalternatives
find_idle_resources_portfolio
raviteja-pegata/Azure FinOps MCP Server
unknownIdle resources across ALL subsalternatives
morit_cloud_project_connect
@morit/plugin-mcp
unknownConnects the local project to a Morit Cloud project.alternatives
morit_cloud_connection_get
@morit/plugin-mcp
unknownGets details of a specific connection.alternatives
morit_cloud_connection_create
@morit/plugin-mcp
unknownCreates a new connection.alternatives
list_projects
gcp-mcp-fastmcp
unknownList GCP projectsalternatives
list_compute_instances
gcp-mcp-fastmcp
unknownShow compute instancesalternatives
list_storage_buckets
gcp-mcp-fastmcp
unknownList storage bucketsalternatives
create_compute_instance
gcp-mcp-fastmcp
unknownCreate a compute instance with specified RAM and storagealternatives
create_storage_bucket
gcp-mcp-fastmcp
unknownCreate a storage bucket in a specified regionalternatives
delete_resource
mcp-server-ccapi
unknown删除 Volcengine 资源alternatives
discover-resources
google-cloud-observability-mcp
unknownAutomatically discover and list available Google Cloud resourcesalternatives
list_compartments
dockndevai/mcp-oci
unknownLists all compartments in the OCI tenancy, optionally filtered by compartment allowlist.alternatives
list_subscriptions
dockndevai/mcp-azure
unknownList all Azure subscriptions accessible by the service principalalternatives
get_resource
dockndevai/mcp-azure
unknownGet a specific Azure resource by its ARM resource IDalternatives
control_vm
dockndevai/mcp-azure
unknownStart, stop, restart, or deallocate a virtual machinealternatives
list_compartments
io.github.dockndevai/mcp-oci
unknownList all compartments in the OCI tenancyalternatives
get_user
io.github.dockndevai/mcp-keycloak
unknownGet details of a specific user.alternatives
list_users
io.github.dockndevai/mcp-keycloak
unknownList users in a realm.alternatives
count_users
io.github.dockndevai/mcp-keycloak
unknownCount users in a realm.alternatives
list_realm_roles
io.github.dockndevai/mcp-keycloak
unknownList realm-level roles in a realm.alternatives
create_resource_group
dockndevai/mcp-azure
unknownCreate a new resource group in an approved regionalternatives
list-group-google-cloud-accounts
juno/mcp-server-cloudautomator
unknownList all Google Cloud accounts which belongs to the group with a specific ID, with paginationalternatives
GetAzureSubscriptionsAsync
garrardkitchen/mcp-server-example
unknownRetrieves a list of Azure subscriptions and their IDs.alternatives
GetResourcePropertiesAsync
garrardkitchen/mcp-server-example
unknownRetrieves a dictionary of properties and metadata for a specific Azure resource based on its resource ID.alternatives
list_apps
mohamedyameen/tiniest-cloud-plugin
unknownList all apps on Tiniest Cloudalternatives
deploy
mohamedyameen/tiniest-cloud-plugin
unknownDeploy a folder to Tiniest Cloud and get a live URLalternatives
rollback
mohamedyameen/tiniest-cloud-plugin
unknownRoll back an app to an earlier versionalternatives
custom_domain
mohamedyameen/tiniest-cloud-plugin
unknownPut an app on your own domainalternatives
DescribeRegions
alibabacloud-mcp-server
unknownView Regionsalternatives
DescribeZones
alibabacloud-mcp-server
unknownView Zonesalternatives
DescribeAvailableResource
alibabacloud-mcp-server
unknownView Resource Inventoryalternatives
DescribeImages
alibabacloud-mcp-server
unknownView Imagesalternatives
RunInstances
alibabacloud-mcp-server
unknownCreate Instancesalternatives
DeleteInstances
alibabacloud-mcp-server
unknownDelete Instancesalternatives
ResetPassword
alibabacloud-mcp-server
unknownModify Passwordalternatives
DescribeVpcs
alibabacloud-mcp-server
unknownView VPCsalternatives
GetVirtualMachinesMatchTagKeyAsync
garrardkitchen/mcp-server-example
unknownRetrieves all virtual machine names and their tags from a subscription where the VM has a tag that matches a specified tag key.alternatives
GetListOfResourceGroupsAsync
garrardkitchen/mcp-server-example
unknownRetrieves a list of Azure resource groups for a given subscription.alternatives
GetResourcesInResourceGroupAsync
garrardkitchen/mcp-server-example
unknownRetrieves all resources within a specified resource group.alternatives
BrowseAzureResourcesAsync
garrardkitchen/mcp-server-example
unknownA guided, multi-step tool that walks the user through selecting an Azure subscription, then choosing resource groups and a resource type filalternatives
list_resource_groups
akkireddy-challa/azure-mcp-platform
unknownList all resource groups in a subscriptionalternatives
list_resources
akkireddy-challa/azure-mcp-platform
unknownList resources in a resource group by typealternatives
get_resource
akkireddy-challa/azure-mcp-platform
unknownGet details of a specific Azure resourcealternatives
list_storage_accounts
akkireddy-challa/azure-mcp-platform
unknownList storage accounts and their access tiersalternatives
cloud_list_instances
rowanlin-dev/CloudOps MCP Server
unknown列出云实例(阿里云ECS+SWAS、腾讯云CVM+Lighthouse)alternatives
cloud_instance_info
rowanlin-dev/CloudOps MCP Server
unknown获取云实例详情alternatives
faf_cloud_publish
one.faf/faf-mcp
unknownUpload to cloud, get shareable URLalternatives
faf_cloud_fetch
one.faf/faf-mcp
unknownPull context from cloudalternatives
vbcs_list_apps
vanamthrishul/OVB3 Bridge
unknownList applications on the linked VBCS instancealternatives
vbcs_lock_app
vanamthrishul/OVB3 Bridge
unknownLock a live application on VBCSalternatives
connect
io.github.makz81/spendlog
unknownConnect to cloud sync service.alternatives
list_subscriptions
io.github.dockndevai/mcp-azure
unknownList all subscriptionsalternatives
list_instances
theYahia/Yandex Cloud MCP Server
unknownСписок виртуальных машин (Compute) в каталоге Yandex Cloud.alternatives
list_realms
io.github.dockndevai/mcp-keycloak
unknownList all realms in scope.alternatives
get_realm
io.github.dockndevai/mcp-keycloak
unknownGet details of a specific realm.alternatives
list_clients
io.github.dockndevai/mcp-keycloak
unknownList clients in a realm.alternatives
list_groups
io.github.dockndevai/mcp-keycloak
unknownList groups in a realm.alternatives
create_user
io.github.dockndevai/mcp-keycloak
unknownCreate a new user in a realm.alternatives
update_user
io.github.dockndevai/mcp-keycloak
unknownUpdate an existing user in a realm.alternatives
get_subscription_info
kaustubhsonar/DevOps MCP Server - Azure Resource Explorer
unknownGet details about an Azure subscription.alternatives
cloud_services
monacloud-mcp
unknownGom VPS/database, VA và webhook MONA Payalternatives
get_namespace
ferronicardoso/mcp-oci
unknownReturns the Object Storage namespace for the tenancyalternatives
list_regions
ferronicardoso/mcp-oci
unknownLists the tenancy's subscribed regions — resolves a name (e.g. "Vinhedo") to its region ID (e.g. sa-vinhedo-1)alternatives
list_instances
ferronicardoso/mcp-oci
unknownLists Compute instances in a compartmentalternatives
list_flavors
abhishekambad-leapswitch/openstack-mcp
unknownInstance sizes with vCPU, RAM, diskalternatives
get_server
abhishekambad-leapswitch/openstack-mcp
unknownFull detail for one instance: flavor, image, key pair, security groups, addressesalternatives
list_images
abhishekambad-leapswitch/openstack-mcp
unknownBootable imagesalternatives
list_networks
abhishekambad-leapswitch/openstack-mcp
unknownNetworks, flagging which are externalalternatives
list_security_groups
abhishekambad-leapswitch/openstack-mcp
unknownSecurity groups and rule countsalternatives
list_keypairs
abhishekambad-leapswitch/openstack-mcp
unknownRegistered SSH key pairsalternatives
list_volumes
abhishekambad-leapswitch/openstack-mcp
unknownBlock storage volumes and what they're attached toalternatives
get_quotas
abhishekambad-leapswitch/openstack-mcp
unknownCompute quota usage vs limitsalternatives
check_capacity
abhishekambad-leapswitch/openstack-mcp
unknownWhether N instances of a flavor fit in remaining quota, and what blocks it if notalternatives
cloud_info
abhishekambad-leapswitch/openstack-mcp
unknownWhich cloud, region, and project you're pointed at, and which operations are enabledalternatives

FAQ

What are the most reliable cloud MCP tools right now?

As of the latest check, Glimind tracks 169 cloud AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank cloud tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a cloud tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.