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Most reliable control AI agent tools

As of the latest check, Glimind tracks 22 control 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
capsulate_control
io.github.capsulatedev/capsulate
unknownWho is driving: free, agent or human; take/release; set pacealternatives
control_by_intent
miot-mcp
unknown自然语言式控制入口alternatives
control_device
miot-mcp
unknown统一结构化控制入口alternatives
turn_on_device
miot-mcp
unknown打开设备alternatives
control_trigger
mlamoure/indigo-mcp-server
unknownEnable, disable, execute, duplicate, or move a trigger.alternatives
control_schedule
mlamoure/indigo-mcp-server
unknownEnable, disable, execute, duplicate, or move a schedule.alternatives
update_trigger
mlamoure/indigo-mcp-server
unknownEdit a trigger's name/description and event settings.alternatives
update_schedule
mlamoure/indigo-mcp-server
unknownEdit a schedule's name/description.alternatives
update_action_group
mlamoure/indigo-mcp-server
unknownEdit an action group's name/description.alternatives
device_turn_on
mlamoure/indigo-mcp-server
unknownTurn a device on.alternatives
device_turn_off
mlamoure/indigo-mcp-server
unknownTurn a device off.alternatives
device_set_rgb_color
mlamoure/indigo-mcp-server
unknownSet RGB color of a device.alternatives
device_set_rgb_percent
mlamoure/indigo-mcp-server
unknownSet RGB color as percentages.alternatives
thermostat_set_heat_setpoint
mlamoure/indigo-mcp-server
unknownSet thermostat heat setpoint.alternatives
thermostat_set_cool_setpoint
mlamoure/indigo-mcp-server
unknownSet thermostat cool setpoint.alternatives
control_action_group
mlamoure/indigo-mcp-server
unknownEnable, disable, execute, duplicate, or move an action group.alternatives
device_set_brightness
mlamoure/indigo-mcp-server
unknownSet dimmer level (0-100 or 0-1).alternatives
device_set_hex_color
mlamoure/indigo-mcp-server
unknownSet hex color of a device.alternatives
device_set_named_color
mlamoure/indigo-mcp-server
unknownSet color by name from 954 XKCD colors.alternatives
device_set_white_levels
mlamoure/indigo-mcp-server
unknownSet white levels for RGBW control.alternatives
send_robot_command
sallu-786/Unitree Go2 MCP Server
unknownSends a sport mode command to the robot (stand, sit, hello, dance, etc.)alternatives
set_led
sallu-786/Unitree Go2 MCP Server
unknownAdjusts the robot's headlight color and brightnessalternatives

FAQ

What are the most reliable control MCP tools right now?

As of the latest check, Glimind tracks 22 control 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 control 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 control 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.