The request "motion" is ambiguous, so the best-fitting candidates span several meanings: AI video motion transfer 1, AI motion-control video remakes 2, and robot motion control frameworks 47. Which kind of motion (video generation, robotics control, or UI animation) you need would narrow the choice.
A question back: Do you mean AI video motion transfer, robot motion control, or UI animation motion?
- 1
Replicate Control Kling Kwaivgi Motionreplicate.comverified and signed
Hosts the Kling 3.0 motion-control model, which transfers motion from a reference video to any character image 8.
for agents: kwaivgi/kling-v3-motion-control
- 2
- 3
ROS Controls Motion Primitives Controllersgh:ros-controlsverified and signed
Provides a ros2_control motion controller for real-time control of robots, using the MotionPrimitivesForwardController plugin 11.
for agents: motion_primitives_controllers/plugin/motion_primitives_controllers::MotionPrimitivesForwardController
- 4
Robotis Git Ffw Joystick Controllergh:robotis-gitverified and signed
Provides a joystick motion controller that reads joystick values to drive robot arms, including leader teleoperation 14.
for agents: ffw_joystick_controller/plugin/joystick_controller::JoystickController · ffw_joystick_controller/plugin/leader_joystick_controller::LeaderJoystickController
- 5
MotionSpec Docs: CLI, MCP and Compilermotionspec.devwebsite read, tools not yet checked
Checks UI animation accessibility for AI-generated web apps through an MCP server, which is a different kind of motion than video or robot control.
Sources
- 1Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 2Motion Control AI: Remake Any Video With You in Itdistribea.com · read 2026-10-29
- 4ros-controls · GitHubgithub.com · read just now
- 5MotionSpec Docs: CLI, MCP and Compilermotionspec.dev · read 2026-10-29
- 7ROBOTIS · GitHubgithub.com · read just now
- 8kwaivgi/kling-v3-motion-control: declares "kwaivgi/kling-v3-motion-control" (the record we read and signed)unfragile.ai · read 2026-10-24
- 9distribea-mcp: declares "list_music_models" (the record we read and signed)unfragile.ai ·
- 11motion_primitives_controllers: declares "motion_primitives_controllers/plugin/motion_primitives_controllers::MotionPrimitivesForwardController" (the record we read and signed)unfragile.ai · read 2026-10-24
- 14ffw_joystick_controller: declares "ffw_joystick_controller/plugin/joystick_controller::JoystickController" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
kwaivgi/kling-v3-motion-control · kwaivgi/kling-v3-motion-control verified and signed
Kling 3.0 motion control: transfer motion from a reference video to any character image with improved consistency and quality.
kwaivgi/kling-v2.6-motion-control · kwaivgi/kling-v2.6-motion-control verified and signed
Enables precise control of character actions and expressions from a reference image.
zsxkib/mimic-motion · zsxkib/mimic-motion verified and signed
MimicMotion: High-quality human motion video generation with pose-guided control
list_music_models · distribea-mcp verified and signed
Returns the catalog of MUSIC models (id, name, indicative price in credits). Call this BEFORE generate_music when the user wants to pick a specific music model or compare prices.
andreasjansson/illusion · andreasjansson/illusion verified and signed
Monster Labs' control_v1p_sd15_qrcode_monster ControlNet on top of SD 1.5
leonardoai/motion-2.0 · leonardoai/motion-2.0 verified and signed
Create 5s 480p videos from a text prompt
anotherjesse/multi-control · anotherjesse/multi-control verified and signed
All the original Controlnets & QR
yoyo-nb/thin-plate-spline-motion-model · yoyo-nb/thin-plate-spline-motion-model verified and signed
Thin-Plate Spline Motion Model for Image Animation
rossjillian/controlnet_2-1 · rossjillian/controlnet_2-1 verified and signed
ControlNet with SD 2.1
daanelson/motion_diffusion_model · daanelson/motion_diffusion_model verified and signed
A diffusion model for generating human motion video from a text prompt
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.