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Most reliable cloud AI agent tools

As of the latest check, Glimind tracks 122 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_instances
ferronicardoso/mcp-oci
unknownLists Compute instances in a compartmentalternatives
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
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
faf_cloud_publish
one.faf/faf-mcp
unknownUpload to cloud, get shareable URLalternatives
faf_cloud_fetch
one.faf/faf-mcp
unknownPull context from cloudalternatives
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
list_instances
theYahia/Yandex Cloud MCP Server
unknownСписок виртуальных машин (Compute) в каталоге Yandex Cloud.alternatives
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
list_resource_groups
akkireddy-challa/azure-mcp-platform
unknownList all resource groups in the Azure subscription.alternatives
list_resources
akkireddy-challa/azure-mcp-platform
unknownList resources in a resource group, optionally filtered by type.alternatives
get_resource
akkireddy-challa/azure-mcp-platform
unknownGet details of a specific Azure resource.alternatives
list_storage_accounts
akkireddy-challa/azure-mcp-platform
unknownList storage accounts and their access tiers.alternatives
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_resource_groups
Arasefe/azure-mcp-server
unknownList all Azure resource groups in the subscriptionalternatives
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
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
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
connect
io.github.makz81/spendlog
unknownConnect to cloud sync service.alternatives
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-group-google-cloud-accounts
juno/mcp-server-cloudautomator
unknownList all Google Cloud accounts which belongs to the group with a specific ID, with paginationalternatives
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
get_subscription_info
kaustubhsonar/DevOps MCP Server - Azure Resource Explorer
unknownGet details about an Azure subscription.alternatives
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

FAQ

What are the most reliable cloud MCP tools right now?

As of the latest check, Glimind tracks 122 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.