Shotgrid

A Model Context Protocol server that gives LLM agents (Claude Desktop, Claude Code, Cursor, …) full access to the ShotGrid / Autodesk Flow Production Tracking API through a small, curated, agent-first tool surface. A leaner, write-safe repackaging of loonghao/shotgrid-mcp-server (credit below).

ShotGrid is schema-driven, so a handful of generic CRUD + query tools reach every entity type. This server leans into that: 16 tools, one CRUD family, a dry_run safety gate on every write.

Built on the shoulders of loonghao/shotgrid-mcp-server

This project owes a real debt to loonghao/shotgrid-mcp-server (MIT) — the first solid, well-engineered ShotGrid MCP. We used it heavily and it works: connection pooling, a schema cache, an error_handler, and mockgun-based tests are all things it gets right, and it proved the concept. Go star it. This server isn't a replacement so much as a leaner, hardened repackaging of the same idea, tuned specifically for autonomous agents — where a tighter, safer tool surface matters more than breadth.

What we changed to make it more solid

Three changes, each aimed at making an agent's life safer and more predictable:

In the original	What we did here — and why it's more solid
~60 tools across two overlapping CRUD families (sg_find/find_one_entity, sg_create/create_entity, sg_batch/batch_operations) plus *_tool alias duplicates.	Consolidated to one CRUD family — find / find_one / create / update / delete / revive / batch, 16 tools total. Fewer, unambiguous tools = the model picks the right one every time and spends far less context deciding.
Writes commit immediately; the only guard against an accidental delete/update is docstring text.	A dry_run flag on every write (create, update, delete, batch). dry_run=true returns exactly what would happen and commits nothing — so an agent (or a human) can preview before pulling the trigger. delete is also a reversible retire (undo with revive), documented as such.
Studio-specific tools in the core (find_vendor_users, find_vendor_versions, create_vendor_playlist) + thin canned-filter wrappers (find_recent_playlists, find_project_playlists, …) that assume one shop's schema/conventions.	Removed — anything they did is one find/create with explicit filters. No hidden assumptions about a site's status lists or naming, so it behaves identically on any ShotGrid instance.

Net: same 100% reach (both are generic over ShotGrid's schema), a fraction of the tool count, and safe-by-default writes. Where the original optimizes for human convenience and breadth, this one optimizes for an agent that needs to choose correctly and not break things.

The 16 tools

Generic power tools (full reach over every entity type):

• find · find_one — query with ShotGrid filters + field projections
• create · update · delete · revive — single-entity writes (delete = reversible retire)
• batch — atomic multi-op create/update/delete

Schema & discovery (so the agent can learn the site first):

• schema_entity_read — all entity types
• schema_field_read — fields + types for one entity type
• summarize — server-side aggregation / status roll-ups (no rows pulled)
• text_search — global text search across entity types

High-value helpers (not just a canned filter):

• whoami — connection + server info
• find_projects — common entry point
• project_summary — a normalized project snapshot (counts + per-shot cast/status/thumbnail, canonical statuses) for cross-tracker verify/diff
• download_thumbnail — pull an entity's thumbnail/filmstrip to disk
• upload — attach a file / set a thumbnail / fill a media field

Every write tool takes dry_run (default false). create / update / delete support two preview levels: dry_run="plan" (client-side echo, no server contact) and dry_run="preflight" — a real dry run that resolves every referenced entity against live data, validates sg_status_list values against the live schema, returns a before→after diff for updates, and a verdict of ok/would_fail — without writing. Set MCP_PLAN_LOG=/path.jsonl to capture each plan/preflight as a reviewable plan file. (Other write tools take dry_run as a plain boolean.)

Install

pip install -r requirements.txt        # fastmcp, shotgun_api3, requests

Configure (credentials)

Create a Script in ShotGrid (Admin ▸ Scripts ▸ + Add Script) and set three env vars (or pass them in your MCP client config):

var	value
SHOTGRID_URL	https://yourstudio.shotgrid.autodesk.com
SHOTGRID_SCRIPT_NAME	the Script's name
SHOTGRID_API_KEY	that Script's Application Key

For local dev you can instead drop them in a .env next to server.py (gitignored — see .env.example).

Run / wire into a client

python3 server.py        # stdio transport

Claude Code:

claude mcp add shotgrid -- python3 /path/to/shotgrid-mcp/server.py

Claude Desktop / Cursor (mcpServers entry):

{
  "mcpServers": {
    "shotgrid": {
      "command": "python3",
      "args": ["/path/to/shotgrid-mcp/server.py"],
      "env": {
        "SHOTGRID_URL": "https://yourstudio.shotgrid.autodesk.com",
        "SHOTGRID_SCRIPT_NAME": "mcp",
        "SHOTGRID_API_KEY": "••••"
      }
    }
  }
}

Examples (what the agent calls)

# every shot In Progress on a project, with assignees
find("Shot",
     [["project","is",{"type":"Project","id":85}], ["sg_status_list","is","ip"]],
     ["code","sg_status_list","task_template"])

# status roll-up without pulling rows
summarize("Task", [["project","is",{"type":"Project","id":85}]],
          [{"field":"id","type":"count"}],
          grouping=[{"field":"sg_status_list","type":"exact","direction":"asc"}])

# preview a write before committing
create("Shot", {"project":{"type":"Project","id":85}, "code":"sh010"}, dry_run=True)

Part of a tracker-MCP quintet — migrate projects between platforms

This is one of five sibling tracker MCPs, each with the same shape (generic CRUD + schema + typed convenience, with a dry_run gate): shotgrid-mcp (this repo), ftrack-mcp, and kitsu-mcp, and ayon-mcp, and nim-mcp. They all speak the same production model (Project → Sequence/Asset → Shot → Task → Version/Status), so an agent with two of them loaded can migrate a project from one tracker to another — read the structure from the source MCP, recreate it via the target's create/new_* tools, no bespoke migration script. This trio grew out of copying one project across all three platforms.

📊 See COMPARISON.md for a side-by-side of the four trackers (data model, status vocabularies) and the migration incompatibilities to know about (e.g. casting can't round-trip through ftrack; statuses must be mapped; media/notes/custom fields don't carry yet).

🧪 See TESTING.md for how these servers are validated — live round-trip tests, two-level dry-run checks, and the cross-tracker migration matrix (including what is not yet covered, stated plainly).

Credits

• loonghao/shotgrid-mcp-server (MIT) — the original ShotGrid MCP this builds on. The design and much of the API ergonomics here are downstream of that work; please credit and star it.
• Autodesk's shotgun_api3 — the underlying Python API.
• Companion to our ftrack-mcp.

MIT licensed. If the extra breadth of the original suits you better, use it — this is just the leaner, agent-hardened cut.

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Built by John Huikku · alienrobot.com