all tools / devops

Most reliable devops AI agent tools

As of the latest check, Glimind tracks 200 devops AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
op_run
CakeRepository/1Password MCP Server
unknownRun a local command with env vars; op:// values resolved into child process only.alternatives
get_mt5_status
Boschi404/mt5-mcp-server
unknownConnection and account statusalternatives
run_mt5_optimization
Boschi404/mt5-mcp-server
unknownGenetic/complete parameter optimizationalternatives
add_node
yuuno-mcp
unknownAdds a node to the DAG.alternatives
wait_for_run
yuuno-mcp
unknownWaits for a run to complete.alternatives
add_node_with_inputs
yuuno-mcp
unknownAdds a node with inputs specified.alternatives
update_node
yuuno-mcp
unknownUpdates a node's properties.alternatives
remove_node
yuuno-mcp
unknownRemoves a node from the DAG.alternatives
add_edge
yuuno-mcp
unknownAdds an edge between nodes.alternatives
update_edge
yuuno-mcp
unknownUpdates an edge's properties.alternatives
network_interfaces
linux-admin-mcp-server
unknownNetwork interfaces and IP addressesalternatives
open_ports
linux-admin-mcp-server
unknownListening ports (LISTEN state)alternatives
system_info
linux-admin-mcp-server
unknownHostname, kernel, CPU, RAM, uptimealternatives
disk_usage
linux-admin-mcp-server
unknownDisk usage for all mounted filesystemsalternatives
memory_usage
linux-admin-mcp-server
unknownRAM and swap usage detailsalternatives
health_check
linux-admin-mcp-server
unknownFull system health assessmentalternatives
services_list
linux-admin-mcp-server
unknownList systemd services (all/running/failed)alternatives
service_status
linux-admin-mcp-server
unknownDetailed status of a specific servicealternatives
processes_list
linux-admin-mcp-server
unknownRunning processes sorted by CPU/memoryalternatives
service_manage
linux-admin-mcp-server
unknownStart/stop/restart/enable/disable a servicealternatives
service_logs
linux-admin-mcp-server
unknownLast N log lines via journalctlalternatives
process_find
linux-admin-mcp-server
unknownFind processes by namealternatives
top_consumers
linux-admin-mcp-server
unknownTop 5 CPU and memory consumersalternatives
active_connections
linux-admin-mcp-server
unknownEstablished network connectionsalternatives
dns_lookup
linux-admin-mcp-server
unknownResolve hostname to IP addressalternatives
list_actions
lightfall-mcp-bridge
unknownGet available actions from a specific instancealternatives
list_instances
lightfall-mcp-bridge
unknownDiscover Lightfall instances on the NATS busalternatives
execute_action
lightfall-mcp-bridge
unknownInvoke an action (run plans, abort, query state, etc.)alternatives
desktop_capabilities
linux-desktop-mcp
unknownCheck available automation capabilities.alternatives
monitor_process
linux-mcp-toolkit
unknown进程监控alternatives
list_active_sessions
linux-mcp-toolkit
unknown列出所有活跃的交互式会话alternatives
close_session
linux-mcp-toolkit
unknown关闭交互式会话alternatives
get_real_time_output
linux-mcp-toolkit
unknown获取交互式会话的实时输出alternatives
ping_host
linux-mcp-toolkit
unknown检查主机连通性alternatives
network_info
linux-mcp-toolkit
unknown获取网络配置信息alternatives
quick_system_info
linux-mcp-toolkit
unknown快速系统信息alternatives
service_control
linux-mcp-toolkit
unknown服务管理alternatives
create_interactive_session
linux-mcp-toolkit
unknown创建交互式SSH会话alternatives
execute_interactive_command
linux-mcp-toolkit
unknown在交互式会话中执行命令alternatives
send_interactive_input
linux-mcp-toolkit
unknown向交互式会话发送输入alternatives
track_tool
listo-mcp-observability
unknownDecorator to track MCP tool invocations.alternatives
wrap_mcp_handler
listo-mcp-observability
unknownProgrammatically wrap an MCP handler for observability.alternatives
detect_platform
listo-mcp-observability
unknownDetect which AI platform is connecting to the MCP server.alternatives
status
local-rag-mcp
unknown系统健康诊断(DB统计 + Embedding + 文件监控)alternatives
apisix_list_stream_routes
mcp-apisix
unknownList stream routesalternatives
apisix_get_service
mcp-apisix
unknownGet a service by IDalternatives
apisix_get_consumer
mcp-apisix
unknownGet a consumer by usernamealternatives
apisix_list_global_rules
mcp-apisix
unknownList global rulesalternatives
apisix_list_plugin_configs
mcp-apisix
unknownList plugin configsalternatives
apisix_update_upstream
mcp-apisix
unknownUpdate an upstream (PATCH incremental)alternatives
apisix_create_service
mcp-apisix
unknownCreate a service (server generates ID)alternatives
apisix_update_service
mcp-apisix
unknownUpdate a service (PATCH incremental)alternatives
apisix_list_upstreams
mcp-apisix
unknownList upstreamsalternatives
apisix_get_upstream
mcp-apisix
unknownGet an upstream by IDalternatives
apisix_list_consumers
mcp-apisix
unknownList consumersalternatives
apisix_list_plugins
mcp-apisix
unknownList available pluginsalternatives
apisix_get_server_info
mcp-apisix
unknownGet server info (probe layer status)alternatives
apisix_get_plugin_schema
mcp-apisix
unknownGet plugin schema by namealternatives
apisix_validate_resource_config
mcp-apisix
unknownValidate resource configuration against JSON schemaalternatives
apisix_create_route
mcp-apisix
unknownCreate a route (server generates ID)alternatives
apisix_update_route
mcp-apisix
unknownUpdate a route (PATCH incremental with optimistic lock)alternatives
apisix_create_upstream
mcp-apisix
unknownCreate an upstream (server generates ID)alternatives
apisix_toggle_route
mcp-apisix
unknownToggle route status (0/1)alternatives
apisix_list_routes
mcp-apisix
unknownList routes with optional filtersalternatives
apisix_get_route
mcp-apisix
unknownGet a route by IDalternatives
apisix_list_services
mcp-apisix
unknownList servicesalternatives
list_logs
oracle.oci-logging-mcp-server
unknownList logs in a given log groupalternatives
get_log
oracle.oci-logging-mcp-server
unknownGet a log with a given log OCIDalternatives
list_log_groups
oracle.oci-logging-mcp-server
unknownList log groups in a given compartmentalternatives
rustchain_health
rustchain-mcp
unknownCheck node health, version, uptimealternatives
health_check
synth-mcp
unknownCheck that the soundfont, FluidSynth, and music21 are all available and readyalternatives
pipeline_management
teradata-etl-mcp-server
unknownManage Airflow DAGs: deploy, schedule, validate, and manage connections.alternatives
orchestration_execution
teradata-etl-mcp-server
unknownTrigger and monitor Airflow DAG runs, retry tasks, and fetch logs.alternatives
data_movement
teradata-etl-mcp-server
unknownManage Airbyte pipelines, syncs, stream selection, and generate TdLoad/CSV DAGs.alternatives
server_info
ksef-mcp
unknownReturns the name and version of the running serveralternatives
param_write
openinverter-mcp
unknownWrite to a LIVE inverter — refuses without device + confirm:true.alternatives
device_scan
openinverter-mcp
unknownLive bus access — feature-flagged.alternatives
device_connect
openinverter-mcp
unknownLive bus access — feature-flagged.alternatives
trigger
tmodloader-mcp
unknownSend a command verb to the running tModLoader instance to perform an action or query its statealternatives
tmux_create_pane
tmux-mcp-tools
unknownMust create a dedicated pane before running background servers, REPLs, remote shells, or other long-running tasksalternatives
tmux_capture_pane
tmux-mcp-tools
unknownRead pane contents with optional delay and scroll-backalternatives
tmux_send_keys
tmux-mcp-tools
unknownSend raw keystrokes (no auto-Enter) for interactive programsalternatives
tmux_send_command
tmux-mcp-tools
unknownExecute commands with auto-Enter, optional wait patternalternatives
diagnose
RoslynMcp.Contracts
unknownCheck environment health with Roslyn version, MSBuild status, and workspace details.alternatives
pc_plan_order_lifecycle
tunahanaliozturk.PartnerCenterMcp
unknownOrdered call sequence from cart to provisioned subscriptions, with the cancellation and add-on branches.alternatives
pc_plan_subscription_change
tunahanaliozturk.PartnerCenterMcp
unknownOrdered call sequence for one lifecycle change: seats up/down, upgrade, cancel, renewal changes, suspend, reactivate, migrate, transfer.alternatives
list_processes
BeetleMcp
unknownList all processes that threw exceptions in the recordingalternatives
fetch_stack_trace
BeetleMcp
unknownFetch the stack trace for a specific exceptionalternatives
walk_parent_chain
BeetleMcp
unknownWalk the parent chain of a processalternatives
attach
GdbMiBridge.Mcp
unknownAttach to a running process by PIDalternatives
create
GdbMiBridge.Mcp
unknownLaunch an executable for debuggingalternatives
detach
GdbMiBridge.Mcp
unknownDetach from the debugged processalternatives
terminate
GdbMiBridge.Mcp
unknownTerminate the debugged processalternatives
status
GdbMiBridge.Mcp
unknownQuery current session statusalternatives
go
GdbMiBridge.Mcp
unknownContinue execution until stop or timeoutalternatives
step_into
GdbMiBridge.Mcp
unknownSingle-step into the next instructionalternatives
list_sessions
GdbMiBridge.Mcp
unknownList all active debug sessionsalternatives
load_dump
GdbMiBridge.Mcp
unknownLoad a core dump for post-mortem analysisalternatives
select_session
GdbMiBridge.Mcp
unknownSelect the default debug sessionalternatives
step_over
GdbMiBridge.Mcp
unknownSingle-step over the current linealternatives
memory_performance
ai-raccoon.osx-arm64
unknownExpose OpenTelemetry metrics and traces for monitoringalternatives
CodebaseMemoryCall
LocalCodingMcp.Dnx
unknownForward an advertised Codebase Memory tool call through LocalCodingMcpalternatives
OpenWorkspace
LocalCodingMcp.Dnx
unknownOpen folder under allowed roots to workspace_id; coordinates Codebase Memory lifecyclealternatives
RefreshCodebaseMemoryWorkspace
LocalCodingMcp.Dnx
unknownExplicitly refresh a stale Codebase Memory index for an open workspacealternatives
CodebaseMemoryStatus
LocalCodingMcp.Dnx
unknownReport whether the optional Codebase Memory proxy is configured/reachablealternatives
CodebaseMemoryListTools
LocalCodingMcp.Dnx
unknownReturn the sidecar's current MCP tool catalog and input schemasalternatives
monitor_list_services
monitor-mcp
unknownList all services sending eventsalternatives
monitor_health
monitor-mcp
unknownAPI health and queue stats (enqueued, dropped, pending)alternatives
monitor_list_environments
monitor-mcp
unknownList all environments (prod, staging, dev)alternatives
monitor_list_event_names
monitor-mcp
unknownList event names, optionally filtered by servicealternatives
monitor_list_levels
monitor-mcp
unknownList log levels in usealternatives
monitor_list_users
monitor-mcp
unknownList user IDs that have generated eventsalternatives
monitor_trace
monitor-mcp
unknownGet all events for a trace ID across servicesalternatives
monitor_error_breakdown
monitor-mcp
unknownError frequency grouped by name, service, or endpointalternatives
monitor_search_events
monitor-mcp
unknownSearch events with Django-style filters (field__operator=value)alternatives
monitor_request
monitor-mcp
unknownGet all events for a request IDalternatives
monitor_get_data_keys
monitor-mcp
unknownList custom data field keys in eventsalternatives
monitor_get_data_values
monitor-mcp
unknownList distinct values for a data fieldalternatives
query_resource_metrics
Rayneforge.OpenDefender
unknownQuery CPU, memory, disk, swap vs. thresholdsalternatives
query_hardware_metrics
Rayneforge.OpenDefender
unknownQuery device health, temperature, SMART attributesalternatives
query_networking_metrics
Rayneforge.OpenDefender
unknownQuery interface IPs, link state, traffic countersalternatives
query_data_recovery
Rayneforge.OpenDefender
unknownQuery backup target availability, mount state, sizealternatives
watch-stop
HotReloadSentinel
unknownStop background monitoring of hot reload sessionsalternatives
watch-start
HotReloadSentinel
unknownStart background monitoring of hot reload sessionsalternatives
watch-follow
HotReloadSentinel
unknownStream hot reload events for a specified durationalternatives
diagnose
HotReloadSentinel
unknownValidates the hot reload environment for a .NET MAUI projectalternatives
yagami_demo
MatthewTracy/io.github.MatthewTracy/yagami
unknownStart a quickstart demo that exercises the UI, policy, lineage, storage, and audit path with no-credential Ollama fallbackalternatives
yagami_init
MatthewTracy/io.github.MatthewTracy/yagami
unknownInitialize persistent user configuration for the Yagami gatewayalternatives
yagami_doctor
MatthewTracy/io.github.MatthewTracy/yagami
unknownCheck the system configuration and dependenciesalternatives
yagami_serve
MatthewTracy/io.github.MatthewTracy/yagami
unknownStart the Yagami gateway serveralternatives
disable_routine
moadim
unknownDisable a scheduled routinealternatives
enable_routine
moadim
unknownEnable a scheduled routinealternatives
trigger_routine
moadim
unknownManually trigger a routine run immediately.alternatives
get_health
moadim
unknownGet daemon health status including dependency checksalternatives
get_connect_tasks
seb-noirot/AKHQ MCP Server
unknownGet connector tasksalternatives
get_connect_task_restart
seb-noirot/AKHQ MCP Server
unknownRestart a connector taskalternatives
get_connect_plugins
seb-noirot/AKHQ MCP Server
unknownList connect pluginsalternatives
get_connect_resume
seb-noirot/AKHQ MCP Server
unknownResume a connectoralternatives
get_ksqldb_info
seb-noirot/AKHQ MCP Server
unknownGet ksqlDB server infoalternatives
get_ksqldb_streams
seb-noirot/AKHQ MCP Server
unknownList ksqlDB streamsalternatives
get_ksqldb_tables
seb-noirot/AKHQ MCP Server
unknownList ksqlDB tablesalternatives
get_connect_restart
seb-noirot/AKHQ MCP Server
unknownRestart a connectoralternatives
get_ksqldb_queries
seb-noirot/AKHQ MCP Server
unknownList ksqlDB queriesalternatives
list_scripts
Devitek/mcp-ha
unknownList scripts with running statealternatives
list_addons
Devitek/mcp-ha
unknownList add-ons (read-only)alternatives
get_config
Devitek/mcp-ha
unknownGet Home Assistant configurationalternatives
call_service
Devitek/mcp-ha
unknownCall a Home Assistant service (guarded, opt-in)alternatives
configure_deconz
marcinn2/deConz MCP Server
unknownPoint the server at a deCONZ gateway at runtime (host, port, API key). Registered only when the gateway is not configured from the environmealternatives
get_recent_errors
soumyaranjansingh-economist/SubscriberAPI MCP Server
unknownList recent errors (optional filters)alternatives
repo_status
islamumarov/codebase-guardian
unknownBranch, HEAD, ahead/behind, staged/unstaged/untracked filesalternatives
recent_commits
islamumarov/codebase-guardian
unknownLast N commits (default 10, max 100), optional branchalternatives
release_show
@callrahq/cli
unknownInspect the latest release for a sitealternatives
status
Payloadhq/callx402
unknownSubsystem reachability and flag statealternatives
doctor
Payloadhq/callx402
unknownRun the MCP doctor checksalternatives
monitor
Payloadhq/callx402
unknownWatch subsystem/incident statealternatives
preflight
Payloadhq/callx402
unknownPreflight checks before a paid runalternatives
auto_run_commands
stcmain/whats-inherited-mcp
unknownHook commands the checkout wires to agent events, and whether the script each references is inside the repo, outside it, or missing.alternatives
get_logs
zerohuman-ai/PhoneOnCloud MCP Server
unknownGet recent script output, connection events, and tool call logs.alternatives
list_devices
zerohuman-ai/PhoneOnCloud MCP Server
unknownList devices accessible with this token, including status and screen size.alternatives
get_connection_status
zerohuman-ai/PhoneOnCloud MCP Server
unknownGet connection status, RTT, idle time, token expiry.alternatives
set_dtr_rts
io.github.qarnet/serial-mcp
unknownSet DTR and RTS line statesalternatives
list_connections
io.github.qarnet/serial-mcp
unknownList active serial connectionsalternatives
capture_boot
io.github.qarnet/serial-mcp
unknownHandle Arduino auto-reset, power-cycle banners, and boot prompts in one atomic callalternatives
doctor
0Mattias/bettermemory
unknownCheck if the server is wired correctly; exit 0 if yes, print one-line fix for any issue.alternatives
wait_for_deployment_ready
mrkhurana/mcp-server-deployments
unknownWait up to 90s for the rollout to complete, then reportalternatives
describe_pod
mrkhurana/mcp-server-deployments
unknownConditions, probes, resources, owner, the pod's own events. Env var values are never returnedalternatives
describe_deployment
mrkhurana/mcp-server-deployments
unknownConditions, probes, resources, owner, the pod's own events. Env var values are never returnedalternatives
rollout_restart_deployment
mrkhurana/mcp-server-deployments
unknownGradual restart of all podsalternatives
rollback_deployment
mrkhurana/mcp-server-deployments
unknownBack to a previous revisionalternatives
update_resources
mrkhurana/mcp-server-deployments
unknownChange CPU and memory requests or limits, within boundsalternatives
set_image
mrkhurana/mcp-server-deployments
unknownDeploy a new tag, only from the allowed ECR repositories, never :latestalternatives
list_image_tags
mrkhurana/mcp-server-deployments
unknownRecent tags in an allowed ECR repositoryalternatives
get_namespace_health
mrkhurana/mcp-server-deployments
unknownOne call: deployments not fully available, unready pods with reasons, services without endpoints, recent warningsalternatives
list_deployments
mrkhurana/mcp-server-deployments
unknownInventory with replica countsalternatives
list_services
mrkhurana/mcp-server-deployments
unknownInventory with endpointsalternatives
get_pods
mrkhurana/mcp-server-deployments
unknownInventory with pod statesalternatives
describe_service
mrkhurana/mcp-server-deployments
unknownConditions, probes, resources, owner, the pod's own events. Env var values are never returnedalternatives
get_pod_logs
mrkhurana/mcp-server-deployments
unknownLast N lines (default 100, max 500). previous=true reads the crashed containeralternatives
get_events
mrkhurana/mcp-server-deployments
unknownNewest first, filter by object or warnings_onlyalternatives
get_rollout_status
mrkhurana/mcp-server-deployments
unknownRollout state plus revision history (ReplicaSets and images)alternatives
check_app_health
mrkhurana/mcp-server-deployments
unknownHTTP GET to a service through the API server proxyalternatives
scale_deployment
mrkhurana/mcp-server-deployments
unknownSet replicas within bounds (default 1 to 5)alternatives
restart_pod
mrkhurana/mcp-server-deployments
unknownDelete one controller-owned pod so it is recreatedalternatives
server_status
node804-claude-code-mcp
unknownShow the current server version and resolved data directory.alternatives
health
nomad-mcp
unknownCheck the health of the MCP server and its connection to remote targets.alternatives
init_discover
nomad-mcp
unknownDiscover available SSH targets and remote workspaces for the project.alternatives
sync_pull
nomad-mcp
unknownPull artifacts from the remote target back to the local project.alternatives
sync_push
nomad-mcp
unknownPush local code to the remote target using rsync.alternatives
run_remote
nomad-mcp
unknownRun a short synchronous command on the remote target over SSH.alternatives
task_start
nomad-mcp
unknownStart a long-running task on the remote target in tmux.alternatives
task_status
nomad-mcp
unknownCheck the status of a long-running task started with task_start.alternatives
task_list
nomad-mcp
unknownList all long-running tasks.alternatives
init_save_config
nomad-mcp
unknownSave the project configuration (.nomad.json) with selected SSH target and remote workspace.alternatives
get_server_metrics
nspd-mcp
unknownМетрики и конфигурация сервераalternatives
create_transport
sharmarhl1994-bit/mcp-rap-migrator
unknownCreate Workbench Transport Request in SAPalternatives
get_devserver_logs
Uninen/devserver-mcp
unknownGet logs with pagination supportalternatives
start_server
Uninen/devserver-mcp
unknownStart a configured serveralternatives
stop_server
Uninen/devserver-mcp
unknownStop a server (managed or external)alternatives
get_devserver_statuses
Uninen/devserver-mcp
unknownGet all server statusesalternatives
ntro_workflow_create
ntro-mcp
unknownRegister a workflow definitionalternatives

FAQ

What are the most reliable devops MCP tools right now?

As of the latest check, Glimind tracks 200 devops AI agent (MCP) tools, of which 0 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 devops 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 devops 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.