Final Cut Pro

A local MCP server for Final Cut Pro — up to 93 tools and five prompts covering FCPXML editing, opt-in live FCP control, parametric puppets, media analysis, transactional edit approval, and runtime diagnostics.

v0.3 release candidate: The transactional workflow release is merged into main at 23d2a33 and passed all eight post-merge CI gates. It has completed the local release review, but is not yet tagged or published to PyPI or the MCP Registry.

You: "Find and repair flash frames in hero.fcpxml."
Claude → fcpxml_detect_flash_frames → fcpxml_workflow_prepare
       → review semantic diff + candidate hash → fcpxml_workflow_commit
Result: the reviewed candidate is atomically committed with durable evidence

Where many integrations stop at one layer, fcp-mcp covers the local editing stack:

• FCPXML engine — parse, edit, QC, generate, cross-NLE export — 49 tools
• Live FCP control — AppleScript-backed library/playback/menu/share — 20 tools
• Media analysis — ffprobe-backed scene/loudness/frame tools — 10 tools
• Parametric puppets — character animation presets in FCPXML — 7 tools
• Compressor — dispatch encodes to Apple Compressor — 2 tools
• Runtime diagnostics — structured offline/live readiness — 1 tool

v0.3 Release Candidate

v0.3 changes the default AI-piloting contract from direct mutation to a bounded, durable workflow:

1. fcpxml_workflow_prepare creates and validates a private candidate.
2. The client reviews the semantic diff and exact candidate SHA-256.
3. fcpxml_workflow_commit accepts only that hash and atomically publishes the approved result.
4. Durable status, events, cancellation, and reconciliation evidence remain available after the client session ends.

Direct offline mutators remain available through the edit and full profiles. Live Final Cut Pro and Compressor actions require the full profile and the separate FCP_MCP_ENABLE_LIVE_CONTROL=1 opt-in.

Current documentation and evidence:

• Documentation index
• Agent operating guide
• Production workflow recipes
• v0.3 changelog
• Release-candidate research
• Local release review

Catalog Profiles

The default workflow profile is the safe AI-piloting surface: 34 tools, three prompts, and three workflow resource templates. Select a profile with FCP_MCP_PROFILE:

Profile	Tools	Prompts	Resources	Purpose
inspect	30	2	0	Offline inspection and diagnostics
workflow (default)	34	3	3	Inspection plus reviewable transactional edits
edit	74	5	3	Direct offline mutators plus workflows
full	93	5	3	All offline, live FCP, media, and Compressor tools

Live FCP control remains independently disabled unless FCP_MCP_ENABLE_LIVE_CONTROL=1; choosing full does not grant that authority.

Available Tools (93 in full)

The full catalog contains 92 domain tools across 13 functional categories, plus fcp_doctor.

Category	Count	What it does
inspect	8	Parse, list clips/markers/effects/roles, analyze pacing, timeline stats, A/B diff
qc	10	Flash frames, gaps, duplicates, media links, frame rates, audio levels, safe zones, duration, structural validation, aggregate QC report
edit	12	Markers, keywords, titles, audio, transitions, trim, split, delete, reorder, speed, role assign, reformat
heal	3	Fix flash frames, fill gaps, remove silence
batch	4	Markers, rename, role assign, apply transition across many clips
generate	4	New project/timeline, auto rough cut, montage from a shotlist
templates	3	List and save FCPXML templates; fcpxml_apply_template remains unsupported_contract in v0.3.0
io	5	Import SRT/EDL, export EDL + DaVinci Resolve XML + Premiere FCP7 XMEML
live	20	AppleScript-backed: library/events/projects, playback, menu/keyboard, share, discover effects & motion templates
puppet	7	Parametric character rigs in FCPXML with motion presets (walk, talk, wave, multi-scene composition)
media	10	ffprobe + ffmpeg: info, streams, EBU R128 loudness, silence, beat detection, scene detect, thumbnails, audio-to-MIDI
compressor	2	List Compressor settings, dispatch encode jobs
workflow	4	Prepare, inspect, hash-approve, commit, or cancel durable edit runs

Project Structure

fcp-mcp/
├── src/fcp_mcp/
│   ├── __init__.py
│   ├── __main__.py              # python -m fcp_mcp CLI
│   ├── cli.py                   # serve, doctor, doctor --json, --version
│   ├── config.py                # immutable environment configuration
│   ├── contracts.py             # stable errors + structured diagnostics
│   ├── diagnostics.py           # non-mutating runtime readiness checks
│   ├── observability.py         # text/JSON transaction events
│   ├── server.py                # MCP v2 entry and profile-selected handlers
│   ├── tool_metadata.py         # MCP safety annotation presets
│   ├── automation/
│   │   └── osascript.py         # argv-isolated AppleScript/JXA runner
│   ├── security/
│   │   └── paths.py             # allowed-root and output policy
│   ├── fcpxml/
│   │   ├── parser.py            # FCPXML → Python object tree
│   │   ├── writer.py            # transactional XML mutation/writing
│   │   ├── models.py            # TimeValue, Timecode, Clip, Timeline, etc.
│   │   ├── time_utils.py        # rational-arithmetic timecode
│   │   ├── analysis.py          # pacing, flash frames, gaps, duplicates
│   │   ├── validator.py         # DTD-style structural validation
│   │   ├── generator.py         # programmatic project/timeline creation
│   │   ├── puppet.py            # character puppet system
│   │   ├── diff.py              # timeline A/B comparison
│   │   └── transaction.py       # validated atomic FCPXML commits
│   ├── fcp_control/             # AppleScript bridge for live FCP control
│   ├── media/
│   │   └── ffprobe.py           # ffprobe wrapper for media analysis
│   ├── pipeline/                # multi-step workflows
│   ├── workflow/                # durable prepare, approval, commit, recovery
│   └── utils/
│       ├── atomic_write.py       # backup, replace, rollback
│       ├── safe_xml.py          # defusedxml hardening
│       └── paths.py             # trusted system path helpers
├── tests/                       # complete unit + contract suite
├── scripts/                     # docs, coverage, and wheel gates
├── docs/
│   ├── README.md                # documentation map and status
│   ├── research/                # dated research records
│   └── reviews/                 # release evidence and decisions
├── examples/
│   ├── quickstart.py            # install verification
│   └── GALLERY.md               # workflow gallery with prompts
├── pyproject.toml
├── server.json                  # MCP Registry manifest
├── LLM_GUIDE.md                 # operational guide for agents
├── WORKFLOWS.md                 # production recipes
├── CHANGELOG.md
├── ROADMAP.md
├── CONTRIBUTING.md
└── LICENSE

---

Setup

Prerequisites

• Python 3.10+
• macOS 15.6 or later with Final Cut Pro
• FFmpeg on $PATH (for media_* tools): brew install ffmpeg
• Apple Compressor (optional, for compressor_* tools)

Install

Install the current published release from PyPI:

pipx install fcp-mcp

Until v0.3 is tagged and published, install its merged candidate directly from main:

pipx install "git+https://github.com/dreliq9/fcp-mcp.git@main"

Or from source (for contributors):

git clone https://github.com/dreliq9/fcp-mcp.git
cd fcp-mcp
python3 -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"

Verify

fcp-mcp --version
fcp-mcp doctor
fcp-mcp doctor --json
python examples/quickstart.py

doctor exits 0 when ready, 1 when offline service is usable but optional capabilities are degraded, and 2 when configuration blocks required runtime behavior. MCP clients can call the same structured surface through fcp_doctor.

Connect to Claude Code

claude mcp add-json fcp '{"type":"stdio","command":"fcp-mcp"}' --scope user

Or if you installed from source, point at your venv's Python:

claude mcp add-json fcp '{"type":"stdio","command":"/FULL/PATH/TO/.venv/bin/fcp-mcp"}' --scope user

Or edit ~/.claude.json directly:

{
  "mcpServers": {
    "fcp": {
      "type": "stdio",
      "command": "fcp-mcp"
    }
  }
}

Claude Desktop

Add the same config to your Claude Desktop config file:

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

Verify connection

claude mcp list       # from terminal
/mcp                  # inside Claude Code

---

Key Features

Three layers in one server

Most FCP MCPs pick a lane. DareDev256/fcpxml-mcp-server is FCPXML-only. elliotttate/finalcutpro-mcp is AppleScript/JXA-heavy with thin FCPXML. fcp-mcp does both — and adds media analysis (ffprobe) and a parametric puppet system on top. An agent can open a library, inspect the active timeline, patch the XML, re-import, trigger Share, and dispatch a Compressor job — end to end.

Rational-arithmetic timecode

Time values are stored as fractions ("720/24s") and only collapsed to floats at display boundaries. Frame-accurate across 23.976 / 24 / 29.97 / 59.94 / drop-frame — no rounding drift when splitting, trimming, or concatenating.

Scoped and transactional XML handling

All .fcpxml reads go through defusedxml via utils/safe_xml.py — XXE, entity expansion, and external entities are blocked by default. The parser enforces configured XML size and depth limits.

User paths are resolved beneath configured roots after symlink resolution. FCPXML writes are serialized to a secure temporary file beside the destination, structurally validated, backed up when replacing an existing destination, atomically committed, and validated again. The built-in validator checks the invariants it implements; it is not a complete Apple schema validator. Import into a disposable Final Cut Pro project is the authoritative compatibility gate for important outputs. On a release workstation with Final Cut Pro installed, preflight a candidate against the DTD matching its declared FCPXML version:

python scripts/apple_dtd_gate.py path/to/candidate.fcpxml

This gate reads the DTD from the installed Final Cut Pro application bundle; the project does not copy or redistribute Apple's schema. A passing DTD check does not replace the disposable-project import because Final Cut Pro also checks media and application-level semantics.

fcpxml_assign_role, fcpxml_batch_assign_roles, and their workflow operations assign audio roles. For an asset-clip, fcp-mcp writes Apple's audioRole attribute and continues to read legacy role values for compatibility.

Reviewable transactional edits

The default profile exposes four workflow tools: fcpxml_workflow_prepare, fcpxml_workflow_status, fcpxml_workflow_commit, and fcpxml_workflow_cancel.

Prepare runs a fixed, bounded edit graph and stores the candidate, semantic diff, validation evidence, and event chain beneath the private FCP_MCP_STATE_DIR. It does not create or change the public destination. Review the returned summary and diff_uri, then pass the exact returned candidate_sha256 to commit as expected_candidate_sha256. Client approval is cryptographically bound to that candidate but is recorded as client_unverified_human; the server cannot independently prove that a human approved a chat message.

Three read-only templates expose durable evidence: fcp-workflow://runs/{run_id}, fcp-workflow://runs/{run_id}/events, and fcp-workflow://runs/{run_id}/diff. Candidate XML is deliberately private and is not exposed as a resource. Interrupted commits are assessed from durable evidence and can be explicitly reconciled with:

fcp-mcp workflow reconcile RUN_ID --json

This is a bounded workflow engine, not a generic graph runtime. It does not use MCP Tasks or run background autonomous agents.

Cross-NLE export

Same timeline out to three targets:

• fcpxml_export_resolve — DaVinci Resolve-flavored XML (v1.9)
• fcpxml_export_fcp7 — Premiere-compatible XMEML (FCP7 format)
• fcpxml_export_edl — flat EDL for color-grading and archive pipelines

Parametric character puppets

puppet_* tools build animated character rigs entirely in FCPXML — no third-party motion templates required. Parts, keyframes, and presets (walk, talk, wave, multi-character compositions) emit XML for structural validation followed by a disposable-project FCP import gate.

QC before you cut

fcpxml_qc_report("hero.fcpxml")
  → Markdown validation summary and timeline statistics
  → gaps and flash frames with timecodes
  → duplicate sources
  → pacing distribution

Media links, frame rates, audio levels, safe zones, and target duration are separate fcpxml_check_* tools. Run the specific checks you need instead of assuming the aggregate report includes them.

Live FCP control

When FCP is running, fcp_* tools wire through AppleScript:

fcp_open_library(...)
fcp_get_timeline_info()    → current project, active range, playhead
fcp_playback("play" | "pause" | "goto" | "in_out")
fcp_menu_command("File > Export > Export Using Compressor Settings...")
fcp_keyboard_shortcut("cmd+shift+e")
fcp_share("YouTube — 4K")
fcp_discover_effects()     → every installed effect/transition/title

---

Output Files

By default, modified FCPXMLs are written next to their input with a _modified suffix. Override per-call via the output_path parameter, or set the canonical directory for relative and generated outputs:

export FCP_MCP_OUTPUT_DIR=/your/path

FCP_PROJECTS_DIR remains a legacy fallback when FCP_MCP_OUTPUT_DIR is unset. Relative input paths resolve beneath the output directory.

Allow additional input roots with the macOS path separator (:):

export FCP_MCP_ALLOWED_ROOTS="/Users/me/Movies:/Volumes/Media"

Absolute and symlink-resolved inputs outside those roots are rejected. For an input-backed operation, explicit outputs may be beneath the output directory or the input file's parent. Input and output resolving to the same file are always rejected. Replacing an existing destination creates a sibling backup named <file>.bak.<UTC timestamp>.<transaction UUID>.

Live FCP, Accessibility, and Compressor actions are opt-in:

export FCP_MCP_ENABLE_LIVE_CONTROL=1

Leave it unset for offline-only use. Runtime and transaction events use text by default; set FCP_MCP_LOG_FORMAT=json for JSON lines.

Workflow state defaults to the macOS application-support directory. Override it when isolation is required:

export FCP_MCP_STATE_DIR=/your/private/state

---

Examples

See the full gallery for tool sequences and workflow breakdowns. Sample prompts:

• "Run the structural QC report on hero.fcpxml and fix every reported flash frame."
• "Convert these .srt captions into FCPXML title clips on the V2 track."
• "Take my assembly-edit XML and re-export it as a DaVinci Resolve XML for color."
• "List every clip on the timeline, then batch-assign the 'dialogue' role to all interview clips."
• "Open the active library, seek to the first marker, and dispatch a ProRes 422 HQ bounce via Compressor."
• "Build a 3-character puppet scene: one walking, one talking, one waving. 5-second timeline."

---

Architecture

Claude Code / Claude Desktop / any MCP client
        │
        │  stdio (JSON-RPC)
        ▼
   fcp-mcp server (fcp_mcp/server.py, MCP SDK v2)
        │
        ├── fcpxml/parser + writer + models ← rational-arithmetic, defusedxml-hardened
        ├── fcpxml/analysis + validator     ← QC, pacing, flash frames, gaps
        ├── fcpxml/generator + puppet       ← programmatic timeline construction
        ├── fcpxml/diff                     ← A/B timeline comparison
        ├── workflow/                       ← prepare, verify, approve, commit, recover
        ├── private workflow ledger         ← candidates, events, hashes, reconciliation
        ├── fcp_control/ (AppleScript)      ← live FCP when available
        ├── media/ffprobe                   ← clip info, loudness, scenes, frames
        └── Compressor (CLI dispatch)       ← automated encodes
              │
              ▼
        .fcpxml (v1.11+) / EDL / DaVinci XML / FCP7 XMEML / ProRes / H.264

---

Troubleshooting

fcp-mcp: command not found — make sure the venv you installed into is on your PATH, or use the absolute path to the venv's bin/fcp-mcp in your MCP config.

ffmpeg: command not found on media_ calls* — brew install ffmpeg. FFmpeg is not bundled.

fcp_* tools return "Final Cut Pro is not running" — launch FCP first. Live tools require an active FCP process on macOS and FCP_MCP_ENABLE_LIVE_CONTROL=1.

fcp_* tools fail silently on newer FCP versions — FCP's scripting surface is limited compared to pre-FCPX versions. Menu items and keyboard shortcuts are the reliable path; some JXA queries are gated behind Accessibility permissions (System Settings → Privacy & Security → Accessibility → Claude/Terminal).

fcpxml_* tools report structural validation failures — run fcpxml_validate for the implemented checks. Passing this validator is not proof of complete Apple/FCP compatibility. Run python scripts/apple_dtd_gate.py path/to/result.fcpxml on a Mac with Final Cut Pro installed, then import an important result into a disposable Final Cut Pro project before relying on it.

path_outside_scope — add the media location to FCP_MCP_ALLOWED_ROOTS. External volumes are not implicitly trusted.

same_file_forbidden — choose a different output. fcp-mcp never overwrites its source path, even when the caller supplies it explicitly.

unsupported_contract from fcpxml_apply_template — template listing and saving remain available, but clip substitution has no stable schema and remains intentionally unavailable in v0.3.0.

Tests failing on import — activate the venv and reinstall: pip install -e ".[dev]".

---

Planned Work

See ROADMAP.md for the full plan. Highlights:

• MCP Prompts — shipped: qc-check, youtube-chapters, cleanup, rough-cut, beat-sync
• Proxy/Resolve round-trip — proxy-aware offline/online workflows

---

Acknowledgments

fcp-mcp was co-developed by Adam Steen and Claude (Anthropic).

License

MIT — see LICENSE.