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shotgrid-mcp-server

A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.

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Description

A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.

README

ShotGrid MCP Server Logo

ShotGrid MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with seamless access to Autodesk ShotGrid (Flow Production Tracking)

English | įŽ€äŊ“中文

Python Version PyPI version License codecov Downloads Downloads Downloads

📖 Documentation | ä¸­æ–‡æ–‡æĄŖ

Overview

ShotGrid MCP Server enables AI assistants like Claude, Cursor, and VS Code Copilot to interact directly with your ShotGrid (Flow Production Tracking) data. Built on FastMCP, it provides a high-performance bridge between AI tools and production tracking workflows.

Demo

0. Configure ShotGrid MCP in Code Editor

Configure ShotGrid MCP in Code Editor

1. Query Task Schedule & Workload Visualization

Query Task Schedule & Workload Visualization

Prompt: Query the team's task schedule for the past week, calculate workload rate based on 8 hours per day, and visualize it in web format

2. Batch Create Assets & Assign Tasks

Batch Create Assets & Assign Tasks

Prompt: Batch create the recommended hero characters in the shotgrid Demo:Animation project, categorize them as characters, use the FilmVFX-CharacterAsset task template, assign tasks to Yang Zhuo, with start and end dates set to next week

3. TimeLog Statistics & Visualization

TimeLog Statistics & Visualization

Prompt: Query timelog data from shotgrid and visualize it in web format

4. Department Efficiency Statistics & Send to WeCom

Department Efficiency Statistics & Send to WeCom

Prompt: Calculate department efficiency and send the data to WeCom. Efficiency formula: Efficiency = Task bid / Timelog hours

More Examples

ShotGrid MCP Server Demo

Features

Category Highlights
40+ Tools Complete CRUD operations, batch processing, thumbnails, notes, playlists
Transport stdio (local), HTTP (remote), ASGI (production)
Performance Connection pooling, schema caching, lazy initialization
Deployment FastMCP Cloud, Docker, uvicorn/gunicorn, any ASGI server
Platform Windows, macOS, Linux

Quick Start

Installation

# Using uv (recommended)
uv pip install shotgrid-mcp-server

# Or using pip
pip install shotgrid-mcp-server

Configuration

Set your ShotGrid credentials:

export SHOTGRID_URL="https://your-site.shotgunstudio.com"
export SHOTGRID_SCRIPT_NAME="your_script_name"
export SHOTGRID_SCRIPT_KEY="your_script_key"

Usage

stdio Transport (Default) - For Claude Desktop, Cursor, etc.

uvx shotgrid-mcp-server

HTTP Transport - For Remote Access

uvx shotgrid-mcp-server http --host 0.0.0.0 --port 8000

MCP Client Configuration

Add the server to your MCP client configuration:

Claude Desktop

{
  "mcpServers": {
    "shotgrid": {
      "command": "uvx",
      "args": ["shotgrid-mcp-server"],
      "env": {
        "SHOTGRID_URL": "https://your-site.shotgunstudio.com",
        "SHOTGRID_SCRIPT_NAME": "your_script_name",
        "SHOTGRID_SCRIPT_KEY": "your_script_key"
      }
    }
  }
}

Cursor / VS Code / Other MCP Clients

{
  "mcpServers": {
    "shotgrid": {
      "command": "uvx",
      "args": ["shotgrid-mcp-server"],
      "env": {
        "SHOTGRID_URL": "https://your-site.shotgunstudio.com",
        "SHOTGRID_SCRIPT_NAME": "your_script_name",
        "SHOTGRID_SCRIPT_KEY": "your_script_key"
      }
    }
  }
}

HTTP Transport (Remote)

{
  "mcpServers": {
    "shotgrid": {
      "url": "http://your-server:8000/mcp",
      "transport": { "type": "http" }
    }
  }
}

Deployment

Method Command / Setup
FastMCP Cloud Deploy via fastmcp.cloud with fastmcp_entry.py
ASGI uvicorn shotgrid_mcp_server.asgi:app --host 0.0.0.0 --port 8000
Docker See Deployment Guide

See the Deployment Guide for detailed instructions.

Available Tools

This server provides 40+ tools for interacting with ShotGrid:

Category Tools
CRUD create_entity, find_one_entity, search_entities, update_entity, delete_entity
Batch batch_create, batch_update, batch_delete
Media download_thumbnail, upload_thumbnail
Notes shotgrid.note.create, shotgrid.note.read, shotgrid.note.update
Playlists create_playlist, find_playlists
Direct API sg.find, sg.create, sg.update, sg.batch, and more...

Example Prompts

Once connected, you can ask your AI assistant:

  • "Find all shots updated last week in Project X"
  • "Create a playlist with yesterday's lighting renders"
  • "Add a note to SHOT_010 about the background lighting"
  • "Summarize time logs for the Animation department this month"

Development

# Clone and install
git clone https://github.com/loonghao/shotgrid-mcp-server.git
cd shotgrid-mcp-server
pip install -r requirements-dev.txt

# Run tests
nox -s tests

# Development server with hot reload
uv run fastmcp dev src/shotgrid_mcp_server/server.py:mcp

Documentation

See the /docs directory for detailed documentation.

Contributing

Contributions welcome! Please follow the Google Python Style Guide and write tests.

License

MIT

Architecture

flowchart TB
    subgraph Clients["🤖 MCP Clients"]
        direction LR
        CLAUDE["Claude Desktop"]
        CURSOR["Cursor"]
        VSCODE["VS Code"]
        AI["Other AI"]
    end

    subgraph MCP["⚡ ShotGrid MCP Server"]
        direction LR
        TOOLS["40+ Tools"]
        POOL["Connection Pool"]
        SCHEMA["Schema Cache"]
    end

    subgraph ShotGrid["đŸŽŦ ShotGrid API"]
        direction LR
        P["Projects"]
        S["Shots"]
        A["Assets"]
        T["Tasks"]
        N["Notes"]
    end

    Clients -->|"MCP Protocol<br/>stdio / http"| MCP
    MCP -->|"REST API"| ShotGrid

    style Clients fill:#2ecc71,stroke:#27ae60,color:#fff
    style MCP fill:#3498db,stroke:#2980b9,color:#fff
    style ShotGrid fill:#e74c3c,stroke:#c0392b,color:#fff
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Release History

VersionChangesUrgencyDate
v0.15.4Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.15.3...v0.15.4 ## ShotGrid MCP Server 0.15.4 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: sg update multi_entity_update_modes param spell error 7b615ba ## Misc - 💄 chore(deps): update actions/upload-artifact action to v6 a52e79d - 💄 chore(deps): update actions/setup-node action to v6 f97318f - 💄 chore(deps): update dependency node to v24 df9e4d3 - 💄 chore(deps): update peter-evanLow1/28/2026
v0.15.3Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.14.1...v0.15.3 ## ShotGrid MCP Server 0.15.3 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(ci): add --system flag to vx uv pip install for CI environment d0b8e46 - 🐞 fix(ci): add pull-requests write permission for PR comments 41a5c36 - 🐞 fix(docs): regenerate package-lock.json for npm ci compatibility fccac89 - 🐞 fix: use vx uvx in justfile instead of bare uvx c094070 ## Feature - īŋŊīŋŊīŋŊLow1/17/2026
v0.14.1Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.14.0...v0.14.1 ## ShotGrid MCP Server 0.14.1 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: normalize integer entity IDs to dict format in API tools 922c704 ## Misc - 💄 chore(deps): update dependency mintlify to v4.2.224 ef9bb9b - 💄 chore(deps): update dependency mintlify to v4.2.243 73af592 - 💄 chore(deps): update actions/cache action to v5 0191344 ## Unknown - 📄 bump: version 0.1Low12/25/2025
v0.14.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.13.4...v0.14.0 ## ShotGrid MCP Server 0.14.0 MCP Server for ShotGrid integration using shotgun-api3. ## Feature - 🌟 feat: add sg_url to all entity creation responses 329cdec ## Misc - 💄 chore(deps): update dependency mintlify to v4.2.221 9b27291 ## Unknown - 📄 bump: version 0.13.4 → 0.14.0 2b05224Low12/3/2025
v0.13.4Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.13.3...v0.13.4 ## ShotGrid MCP Server 0.13.4 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(cloud): use HTTP ASGI app for FastMCP Cloud multi-site support a8727b3 ## Misc - 💄 chore(deps): update dependency mintlify to v4.2.219 67793e3 ## Unknown - 📄 bump: version 0.13.2 → 0.13.3 44c5485 - 📄 bump: version 0.13.3 → 0.13.4 2d55e43Low12/1/2025
v0.13.3Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.13.1...v0.13.3 ## ShotGrid MCP Server 0.13.3 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: return structured results for API tools instead of primitives 71aba58 - 🐞 fix(ci): use Python 3.12, add FastMCP Cloud support with dedicated entry point dc657b6 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.13.1 → 0.13.2 371933a - 📄 bump: version 0.13.2 → 0.13.3 5cc467cLow12/1/2025
v0.13.1Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.13.0...v0.13.1 ## ShotGrid MCP Server 0.13.1 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: replace deprecated class-based Config with ConfigDict for Pydantic V2 compatibility 3eea2f9 ## Misc - 💄 chore(deps): update actions/checkout action to v6 94cff10 - 💄 chore(deps): bump glob from 10.4.5 to 10.5.0 in /docs bf4fe0d - 💄 chore(deps): update python docker tag 01e10ed - 💄 chore(depsLow11/28/2025
v0.13.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.12.0...v0.13.0 ## ShotGrid MCP Server 0.13.0 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: simplify filter validation and fix return type mismatches 232e97d - 🐞 fix: reduce complexity of register_create_tools and fix TimeFilter import 44c873d - 🐞 fix: add shotgrid-query to requirements-dev.txt f80e455 - 🐞 fix: add __all__ to models.py to re-export TimeFilter 3f3f799 - 🐞 fix: normaLow11/23/2025
v0.12.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.11.0...v0.12.0 ## ShotGrid MCP Server 0.12.0 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: implement lazy initialization for ASGI to prevent Docker build errors 3425688 - 🐞 fix: remove module-level server initialization to prevent HTTP mode startup errors 609cac1 ## Feature - 🌟 feat: add standalone ASGI application support for cloud deployment cb4103c ## Misc đŸ”ļ Nothing change ## UnkLow11/19/2025
v0.11.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.10.2...v0.11.0 ## ShotGrid MCP Server 0.11.0 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: resolve lint and test failures dcaa113 ## Feature - 🌟 feat: add stdio and streamable HTTP transport support with click CLI 8fbc2eb - 🌟 feat: refactor CLI to use subcommands and implement per-request credentials eb5e691 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.10.2 → 0.11.0 8648Low11/19/2025
v0.10.2Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.10.1...v0.10.2 ## ShotGrid MCP Server 0.10.2 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: correct playlist detail URL format from /Playlist/detail/ to /detail/Playlist/ a830acb - 🐞 fix: remove test code and add trailing newline in logger.py be6cc5c ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.10.1 → 0.10.2 b98c465Low11/19/2025
v0.10.1Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.8.1...v0.10.1 ## ShotGrid MCP Server 0.10.1 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: ensure PyPI wheel is valid for upload 806fb1e ## Feature - 🌟 feat: add schema resources and playlist URL variants bf89331 - 🌟 feat: improve advanced search filters and local tooling 43e5f6b ## Misc - 💄 chore(deps): update docs and CI dependencies 3686640 - 💄 chore: fix lint issues f49cf98 ##Low11/16/2025
v0.8.1Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.8.0...v0.8.1 ## ShotGrid MCP Server 0.8.1 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(deps): update dependency mintlify to v4.0.560 7ec40a5 ## Misc - 💄 chore(deps): update codecov/codecov-action action to v5 5113ea5 ## Unknown - 📄 Add MseeP.ai badge to README e2cda60 - 📄 bump: version 0.8.0 → 0.8.1 7994f9aLow5/29/2025
v0.8.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.7...v0.8.0 ## ShotGrid MCP Server 0.8.0 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: correct thumbnail URL retrieval method 093191b - 🐞 fix: correct YAML syntax in codecov workflow fcab208 - 🐞 fix: correct thumbnail download method to use proper ShotGrid API parameters 8161811 - 🐞 fix: simplify thumbnail download implementation to fix URL handling issue 10845b1 - 🐞 fix: handle Low4/28/2025
v0.7.7Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.6...v0.7.7 ## ShotGrid MCP Server 0.7.7 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(deps): update dependency mintlify to v4.0.510 071796e ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.7.6 → 0.7.7 602b7fcLow4/28/2025
v0.7.6Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.5...v0.7.6 ## ShotGrid MCP Server 0.7.6 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(deps): update dependency mintlify to v4.0.507 e862cf5 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.7.5 → 0.7.6 c02ab43Low4/25/2025
v0.7.5Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.4...v0.7.5 ## ShotGrid MCP Server 0.7.5 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: update tool names to comply with MCP naming convention e632c26 ## Improve - 🐝 refactor: standardize tool naming convention c9fa476 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.7.4 → 0.7.5 40303fdLow4/23/2025
v0.7.4Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.3...v0.7.4 ## ShotGrid MCP Server 0.7.4 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(deps): update dependency mintlify to v4.0.504 8e5e7c3 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.7.3 → 0.7.4 334cee7Low4/23/2025
v0.7.3Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.2...v0.7.3 ## ShotGrid MCP Server 0.7.3 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: fix pyproject.toml format issues ff6ab1d - 🐞 fix: make thumbnail tests work in both test_server.py and test_thumbnail_tools.py eda6b76 - 🐞 fix: add missing sg parameter to download_thumbnail call 30063ad ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.7.2 → 0.7.3 8505593Low4/23/2025
v0.7.2Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.1...v0.7.2 ## ShotGrid MCP Server 0.7.2 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: specify Python 3.10 for uvx to ensure compatibility 39efd0b ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.7.1 → 0.7.2 e69f7a7Low4/23/2025
v0.7.1Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.7.0...v0.7.1 ## ShotGrid MCP Server 0.7.1 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(deps): update dependency mintlify to v4.0.497 64aa3a3 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.7.0 → 0.7.1 75d0488Low4/22/2025
v0.7.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.6.0...v0.7.0 ## ShotGrid MCP Server 0.7.0 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: update playlist URL format to match ShotGrid web interface 9011536 - 🐞 fix: parse JSON responses in vendor tools 0ebfe93 - 🐞 fix: correct parameter format in note tools tests b4fe87e - 🐞 fix: resolve test failures in error_handler and api_tools tests 0b065b7 - 🐞 fix: update error_handler to hanLow4/21/2025
v0.6.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.5.0...v0.6.0 ## ShotGrid MCP Server 0.6.0 MCP Server for ShotGrid integration using shotgun-api3. ## Feature - 🌟 feat: implement PRD v2 improvements for date handling and error messages 2ff86cf ## Misc - 🎨 style: format filters.py with ruff 2a527dd ## Unknown - 📄 bump: version 0.5.0 → 0.6.0 9d3dc32Low4/16/2025
v0.5.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.4.0...v0.5.0 ## ShotGrid MCP Server 0.5.0 MCP Server for ShotGrid integration using shotgun-api3. ## Feature - 🌟 feat: improve error messages for missing environment variables f79b0a3 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.4.0 → 0.5.0 f0eb1b5Low4/16/2025
v0.4.0Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.3.5...v0.4.0 ## ShotGrid MCP Server 0.4.0 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: update mintlify commands to use npx ba27b58 - 🐞 fix: add Sphinx configuration for API documentation c848f16 - 🐞 fix: improve Sphinx API documentation generation bf523b1 - 🐞 fix: update Sphinx configuration to support both .rst and .md files 8ee9c5b - 🐞 fix: simplify API documentation generationLow4/16/2025
v0.3.5Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.3.4...v0.3.5 ## ShotGrid MCP Server 0.3.5 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix(deps): update dependency mintlify to v4 5252219 ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.3.4 → 0.3.5 0721fe7Low4/16/2025
v0.3.4Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.2.5...v0.3.4 ## ShotGrid MCP Server 0.3.4 MCP Server for ShotGrid integration using shotgun-api3. ## Bugs - 🐞 fix: resolve ruff linting issues with imports e32640d - 🐞 fix: resolve type checking issues and update tests 2598805 - 🐞 fix: resolve ruff linting issues with unused imports 9e08874 - 🐞 fix: standardize uv usage in CI workflow to use uvx for nox execution 73231f2 - 🐞 fix: ensure virtual environment Low4/15/2025
v0.2.5Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.2.4...v0.2.5 ## Improve - 🐝 refactor(server): Update environment variable names and logging for ShotGrid connection pool 20a7337 - 🐝 refactor(server): Refactor imports and add serialization method for entities 481bbe0 ## Misc - 💄 chore: Update README and dependencies for ShotGrid MCP Server 1da12ad ## Unknown - 📄 bump: version 0.2.4 → 0.2.5 4ebc5b7Low1/5/2025
v0.2.4Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.2.2...v0.2.4 ## Improve - 🐝 refactor(deps): Update dependencies and lock file 8fc28b2 - 🐝 refactor(deps): Update shotgun-api3 dependency and add uvx tool configuration d6fa4a5 ## Misc - 💄 chore: Update project metadata and dependencies in pyproject.toml 1a2b227 ## Unknown - 📄 bump: version 0.2.2 → 0.2.3 9bce7aa - 📄 bump: version 0.2.3 → 0.2.4 1032209Low1/5/2025
v0.2.2Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.2.1...v0.2.2 ## Improve - 🐝 refactor(server): Refactor import statements in connection_pool and add test_imports script 3992ade ## Misc đŸ”ļ Nothing change ## Unknown - 📄 bump: version 0.2.1 → 0.2.2 8b6ed64Low1/5/2025
v0.2.1Comparing Changes: https://github.com/loonghao/shotgrid-mcp-server/compare/v0.1.0...v0.2.1 ## Feature - 🌟 feat: Implement ShotGrid client factories and enhance connection pool 92f6295 ## Improve - 🐝 refactor(server): Refactor server tools registration and error handling d7e554c - 🐝 refactor(workflows): Update dependency installation in workflows 3256280 ## Misc - 💄 chore(workflows): Update mr-test.yml to use latest OS and Python versions 906d878 ## Unknown - 📄 bump: version 0.1.0 → 0.2Low1/5/2025
v0.1.0## What's Changed * Deploy init version by @loonghao in https://github.com/loonghao/shotgrid-mcp-server/pull/2 ## New Contributors * @loonghao made their first contribution in https://github.com/loonghao/shotgrid-mcp-server/pull/2 **Full Changelog**: https://github.com/loonghao/shotgrid-mcp-server/commits/v0.1.0Low1/5/2025

Dependencies & License Audit

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