Piranha Vision & DevTools
Analyze BJJ training footage with pose detection, technique insights, and highlight reels through a remote vision MCP.
Overview
Piranha Vision is a MCP server for the Grow phase that delivers BJJ video analysis with YOLO pose detection, AI technique analysis, and highlight reels over streamable-http.
What is this MCP server?
- Remote streamable-http MCP at https://pi.phos.nz/mcp/ (Piranha Vision & DevTools v1.0.0)
- BJJ-focused video analysis pipeline for training footage
- YOLO-based pose detection for movement and technique cues
- AI technique analysis layered on top of vision signals
- Highlight reel generation for coaches, creators, and training products
- Server version 1.0.0
- 1 streamable-http remote at https://pi.phos.nz/mcp/
- Capabilities listed: YOLO pose detection, AI technique analysis, highlight reels
What problem does it solve?
Coaches and indie builders cannot easily pipe mat footage through pose detection and technique AI from inside their coding agent without heavy ML setup.
Who is it for?
Solo builders of BJJ coaching, content, or training products who want agent-driven video analysis and clips via Phos.
Skip if: General marketing video teams, non-sports products, or teams that require fully on-device vision with no remote video upload.
What do I get? / Deliverables
After connecting the Piranha remote MCP, your agent can orchestrate BJJ video analysis and highlight outputs hosted on Phos instead of bespoke GPU pipelines.
- Configured Piranha Vision MCP remote
- Pose-detected analysis passes on BJJ footage
- AI technique summaries and highlight reel outputs for content workflows
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Journey fit
Builders shipping niche sports or coaching products often compound users with content; Grow content subphase fits repurposing video into highlights and analysis. Content subphase covers producing and refining media assets such as highlight reels and technique breakdowns that drive retention and sharing.
How it compares
Niche sports-vision MCP service, not a generic FFmpeg or browser automation skill.
Common Questions / FAQ
Who is Piranha Vision for?
It is for MCP users building BJJ-related content or coaching experiences who want remote pose detection, technique analysis, and highlight generation from Phos.
When should I use Piranha Vision?
Use it in Grow when you are turning training video into highlights, feedback, or subscriber content and want the agent to call vision tools remotely.
How do I add Piranha Vision to my agent?
Add the streamable-http MCP server at https://pi.phos.nz/mcp/ in your client’s remote MCP settings and follow Phos auth or upload rules for video processing.