RV MCP Server

RV MCP Server

Bridges AI assistants to Autodesk RV for managing media review sessions through natural language commands. Users can control playback, compare shots, and adjust color grading without needing any external plugins.

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README

RV MCP Server

MCP (Model Context Protocol) server that bridges AI assistants like Claude to Autodesk/Tweak RV, the industry-standard media review application. Control playback, compare shots, adjust color grading, and manage review sessions — all through natural language.

No plugin required inside RV. Uses RV's built-in network listener with Mu scripting via remote-eval.

Requirements

  • RV 2022.3.1+ with network mode enabled (-network flag)
  • Python 3.10+
  • uv package manager

Quick Start

1. Start RV with networking

rv -network

RV will listen on port 45124 (default). On Windows:

"C:\Program Files\ShotGrid\RV-2022.3.1\bin\rv.exe" -network -networkPort 45124

2. Install and register

Claude Code (CLI):

claude mcp add --scope user rv-mcp -- uv run --directory /path/to/RV_MCP rv-mcp

Claude Desktop (~/.claude.json):

{
  "mcpServers": {
    "rv-mcp": {
      "command": "uv",
      "args": ["run", "--directory", "/path/to/RV_MCP", "rv-mcp"]
    }
  }
}

3. Use it

Ask Claude to load media, control playback, compare shots, or adjust colors. The server translates natural language into RV commands automatically.

Architecture

Claude (stdio/MCP) --> FastMCP Server --> RV Network Protocol (TCP:45124) --> RV

The server maintains a persistent TCP connection to RV using a custom protocol based on RV's RvCommunicator. Key design decisions:

  • Persistent connection with automatic reconnection on socket loss
  • Thread-safe via threading.Lock for concurrent tool calls
  • Clean shutdown via atexit handler that sends DISCONNECT (without this, RV rejects future connections)
  • Mu string handling — return values are automatically unquoted and unescaped

Protocol Flow

1. Connect TCP to 127.0.0.1:45124
2. Send: NEWGREETING <len> rv-mcp rvController
3. Send: PINGPONGCONTROL 1 0          (disable heartbeat)
4. Recv: NEWGREETING <len> <rv-name>   (consume RV's greeting)
5. For each command:
   Send: MESSAGE <len> RETURNEVENT remote-eval * { require commands; <mu_code> }
   Recv: MESSAGE <len> RETURN <value>
6. On shutdown:
   Send: MESSAGE <len> DISCONNECT

Tools (41 total)

Execute (1)

Tool Description
execute_mu Run arbitrary Mu code — escape hatch for anything not covered by dedicated tools

Playback (17)

Tool Description
load_source Load a media file (image sequence, movie, or single image)
load_sources Load multiple media files at once
play Start playback
stop Stop playback
toggle_playback Toggle play/stop, returns new state
get_frame Get current frame number
set_frame Jump to a specific frame
step_forward Step forward by N frames (default 1)
step_backward Step backward by N frames (default 1)
set_in_point Set the in-point (start of playback range)
set_out_point Set the out-point (end of playback range)
get_in_out_points Get current in/out points as JSON
set_fps Set playback frames per second
get_fps Get current playback FPS
set_realtime Enable/disable realtime mode (skip frames to maintain FPS)
set_play_mode Set loop mode: loop, once, or pingpong
set_playback_speed Set playback direction and speed (1=forward, -1=reverse, 2=2x, etc.)
get_frame_range Get full playback state as JSON (frame, range, in/out, playing, fps)

Sources (7)

Tool Description
get_sources List all loaded source nodes as JSON array
get_source_media_info Get detailed media info (resolution, frame range, fps, bit depth, channels)
get_sources_at_frame Get source nodes visible at a specific frame
new_session Create a new empty session
clear_session Clear all sources from the current session
save_session Save session to an .rv file
get_session_info Get session state as JSON (view node, frame range, source count)

Compare (4)

Tool Description
set_view_mode Switch view: sequence (play in order), stack (layer for comparison), layout (tile side by side)
set_composite_type Set stack composite mode: over, add, difference, -difference, replace, topmost
toggle_wipe Toggle A/B wipe comparison (auto-switches to stack view)
get_view_info Get current view state as JSON

Color (12)

Tool Description
set_lut Load a LUT file (.3dl, .csp, .cube, etc.) on a target (look, linearize, display)
clear_lut Deactivate LUT on a target
set_cdl Set CDL values (slope, offset, power, saturation) — partial updates supported
clear_cdl Deactivate CDL color correction
set_exposure Set exposure (per-channel or uniform)
set_gamma Set gamma correction
set_saturation Set saturation
get_color_settings Get current color correction state as JSON
set_display_gamma Set display gamma (e.g., 2.2 for sRGB-like)
set_display_srgb Enable/disable sRGB display transform
set_background Set viewport background: black, checker, grey18, grey50, crosshatch

Usage Examples

Load and review footage

"Load the EXR sequence at /shots/sh010/comp/sh010_comp.1-100#.exr"
"Play it back at 24fps"
"Go to frame 50"
"Set in point at 20 and out point at 80"

Compare two versions

"Load both /shots/sh010/comp_v1.mov and /shots/sh010/comp_v2.mov"
"Switch to stack view"
"Set composite to difference mode"
"Toggle the wipe to compare side by side"

Color correction

"Apply CDL with slope [1.1, 0.95, 1.0] and saturation 1.2"
"Load the ACES LUT from /luts/sRGB.cube"
"Set exposure to 0.5"
"Show me the current color settings"

Advanced (raw Mu)

"Execute this Mu code: { require commands; let s = sources(); string(s.size()); }"

Project Structure

RV_MCP/
├── pyproject.toml          # Package config, entry point, dependencies
├── README.md
├── .gitignore
└── src/
    ├── __init__.py
    ├── server.py           # FastMCP server + RvClient instantiation
    ├── rv_client.py        # Persistent TCP client (RV network protocol)
    └── tools/
        ├── __init__.py
        ├── execute.py      # execute_mu — raw Mu escape hatch
        ├── playback.py     # 17 playback/transport tools
        ├── sources.py      # 7 source & session tools
        ├── compare.py      # 4 view/compare tools
        └── color.py        # 12 color/LUT/CDL tools

Troubleshooting

"Could not connect to RV"

  • Ensure RV is running with the -network flag
  • Check that port 45124 is not blocked by a firewall
  • Use -networkPort 45124 to explicitly set the port

RV rejects connections after a crash

If the server exits without sending DISCONNECT, RV may reject new connections. Restart RV to clear the state. The server includes an atexit handler to prevent this under normal operation.

Mu code errors

  • Always wrap code blocks in { require commands; ... }
  • Mu evaluates both branches of if/then/else — avoid property access on nodes that may not exist
  • File paths must use forward slashes; escape_mu_string() handles this automatically

Timeout errors

The default timeout is 30 seconds. If Mu code takes longer (e.g., loading large sequences), it may time out. Use execute_mu for long operations and consider breaking them into smaller steps.

Development

# Install dependencies
uv sync

# Run the server directly
uv run rv-mcp

# Run with debug logging
uv run python -m src.server

License

MIT

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