About Perception MCP Server
Perception MCP Server is an MCP server in the Science category: robot perception MCP server — vision-based object detection, 3D pose estimation, and grasp planning for ROS 2 robots.
Install
git clone https://github.com/michaljohnson/perception_mcp_serverThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (4)
get_topdown_grasp_poseTop-down `grasp_pose` in robot base frame
Parameters not published.
get_topdown_placing_poseTop-down `place_pose` in robot base frame
Parameters not published.
lookRaw camera frame(s) as JPEG `Image` content
Parameters not published.
segment_objectsStatus + segmented point cloud (cached internally)
Parameters not published.
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