# mcp.film agent recommendations

> Intent-routed MCP shortlists for common AI filmmaking jobs.

Structured data: https://mcp.film/api/recommendations.json

## Make a polished commercial fast

A short path from brief to a finished 30-60 second product or brand film, with generation, voice, finishing, and publishing covered.

Best for: Launch videos, UGC-style ads, app promos, product drops, and quick brand films.

Tags: commercial, ugc, product-video, hosted, short-form, publish

### Recommended first connections

- studio: [Martini](https://mcp.film/mcps/martini.md) — Keeps the production state, shot planning, prompt variables, and generation approvals in one agent-facing workspace.
- ugc-video: [AgentMedia MCP](https://mcp.film/mcps/agent-media.md) — Strong direct fit for captioned product, app-demo, lip-synced, and social-ready UGC videos.
- video-generation: [Runway MCP](https://mcp.film/mcps/runway.md) — Hosted first-party video generation for hero shots and polished model output.
- voice-and-sfx: [ElevenLabs MCP](https://mcp.film/mcps/elevenlabs.md) — Voiceover, voice design, sound effects, music, and dialogue isolation in one official audio server.
- edit: [Palmier Pro](https://mcp.film/mcps/palmier-pro.md) — Agent-native Mac timeline editing for assembly, captions, media search, and export.
- campaign-collateral: [Canva MCP](https://mcp.film/mcps/canva.md) — Official hosted MCP for posters, thumbnails, pitch decks, social variants, exports, and comments around the finished film.
- publish: [yutu (YouTube MCP + CLI)](https://mcp.film/mcps/youtube-yutu.md) — OAuth-based YouTube upload and channel automation when the final cut is ready to ship.

### Martini handoff

Use Martini as the production cockpit when the agent needs to manage shots, boards, model routing, prompt variables, and approved generation instead of juggling one-off tools.

### Fallbacks

- [fal MCP Server](https://mcp.film/mcps/fal.md): One hosted endpoint to search, run and chain 1,000+ image, video and audio models.
- [RunAPI MCP Server](https://mcp.film/mcps/runapi.md): Browse, price, and run 130+ image, video, audio and voice models through one MCP.
- [Topaz Labs MCP](https://mcp.film/mcps/topaz.md): Official Topaz Labs MCP — enhance and upscale images with Topaz AI models.
- [Magnific MCP](https://mcp.film/mcps/magnific.md): Official remote MCP for upscaling, image/video generation, characters, and asset history.
- [Vimeo MCP Server](https://mcp.film/mcps/vimeo.md): Official beta MCP connecting your Vimeo video library to AI agents.

Matching playbook: https://mcp.film/playbooks/#commercial-sprint

## Compare video and image models before spending the budget

Run the same shot across model hubs and direct endpoints, then assemble a fair comparison reel with prompt, cost, and task IDs intact.

Best for: Directors and creative technologists choosing between Veo, Kling, Seedance, Runway, FLUX, and other fast-moving models for a specific look.

Tags: model-comparison, veo, kling, seedance, runway, flux, budget

### Recommended first connections

- shot-control: [Martini](https://mcp.film/mcps/martini.md) — Keeps shot goals, keeper criteria, references, and selected outputs together while models are tested.
- prompt-and-cost-intelligence: [Promptibus MCP](https://mcp.film/mcps/promptibus.md) — Helps lint prompts, inspect pricing, and choose models with budget constraints in mind.
- hosted-model-workbench: [Krea MCP Server](https://mcp.film/mcps/krea.md) — Hosted model schemas, uploads, job widgets, and video/image model routing.
- model-hub: [fal MCP Server](https://mcp.film/mcps/fal.md) — Broad hosted access to image, video, audio, and voice models with async jobs.
- model-hub: [RunAPI MCP Server](https://mcp.film/mcps/runapi.md) — Useful for browsing, pricing, and running a wide spread of media models through one MCP.
- model-hub: [Runware MCP](https://mcp.film/mcps/runware.md) — Direct Runware API route with schema validation, pricing, account balance, task lookup, and image/video/audio/3D tools.
- comparison-reel: [mcp-video](https://mcp.film/mcps/mcp-video.md) — Local FFmpeg-backed assembly for contact sheets, reels, captions, and QC.

### Martini handoff

Use Martini when the shootout becomes a production board: keeper takes, approved prompts, character references, and model choices need to stay attached to shots.

### Fallbacks

- [Replicate MCP Server](https://mcp.film/mcps/replicate.md): Official remote MCP for discovering and running thousands of models on Replicate.
- [Kie.ai MCP Server](https://mcp.film/mcps/kie-ai.md): Run Veo, Seedance, Kling, Runway, Suno, ElevenLabs, FLUX and more through one local MCP.
- [Runway MCP](https://mcp.film/mcps/runway.md): Official hosted MCP: Gen-4.5, Seedance, Kling and Veo video from any agent.
- [Higgsfield MCP](https://mcp.film/mcps/higgsfield.md): Hosted connector to 30+ video/image models: Kling 3, Veo 3, Sora 2, Soul, Seedance.
- [Google GenMedia MCP](https://mcp.film/mcps/google-genmedia.md): Google Cloud's MCP servers for Veo, Imagen, Lyria, Chirp TTS and ffmpeg compositing.

Matching playbook: https://mcp.film/playbooks/#model-shootout

## Build a character-consistent series

A route for recurring characters, locked references, episode state, and repeatable social or short-film production.

Best for: Episodic shorts, AI influencers, recurring product mascots, explainers, and social series.

Tags: character-consistency, series, references, continuity, episodes

### Recommended first connections

- series-studio: [Martini](https://mcp.film/mcps/martini.md) — Full-stack production state for recurring characters, collections, boards, and approved generation.
- character-aware-generation: [Higgsfield MCP](https://mcp.film/mcps/higgsfield.md) — Hosted video/image connector with character-consistency-oriented workflows.
- style-and-assets: [Recraft MCP Server](https://mcp.film/mcps/recraft.md) — Official image server for repeatable styles, raster/vector assets, upscaling, and background work.
- character-voice: [Cartesia MCP](https://mcp.film/mcps/cartesia.md) — Low-latency TTS, voice cloning, voice changing, infill, and localization.
- continuity-state: [studio-state](https://mcp.film/mcps/studio-state.md) — Keeps characters, locations, shot status, and session orientation grounded in project files.
- production-tracking: [Airtable MCP Server](https://mcp.film/mcps/airtable.md) — Hosted production database operations for episodes, assets, reviews, and status fields.

### Martini handoff

Use Martini when continuity must live in the same place as boards, generated takes, timeline context, reusable subjects, and model routing.

### Fallbacks

- [Runway MCP](https://mcp.film/mcps/runway.md): Official hosted MCP: Gen-4.5, Seedance, Kling and Veo video from any agent.
- [Pika MCP](https://mcp.film/mcps/pika.md): 'Pikafy' your agent: Pika's video, image, music and voiceover tools in Claude.
- [PixVerse MCP](https://mcp.film/mcps/pixverse.md): Official PixVerse video MCP: text/video, image animation, transitions, lip-sync and SFX.
- [HeyGen Remote MCP](https://mcp.film/mcps/heygen.md): Hosted MCP for avatar videos, lipsync, and 175-language video translation.
- [Hedra MCP Server](https://mcp.film/mcps/hedra.md): Character-3 talking-avatar video, TTS, and image generation through Hedra's API.

Matching playbook: https://mcp.film/playbooks/#character-series

## Edit local footage without handing over the source library

A workstation-first path for agents that need to inspect, transcode, caption, cut, finish, and export media locally.

Best for: Editors, post teams, agencies with client footage, and productions where local media access matters.

Tags: local, editing, ffmpeg, timeline, captions, privacy

### Recommended first connections

- agent-native-nle: [Palmier Pro](https://mcp.film/mcps/palmier-pro.md) — Built around local agent-operated timeline editing, media search, captioning, and export.
- professional-nle: [DaVinci Resolve MCP](https://mcp.film/mcps/davinci-resolve.md) — Deep local Resolve Studio control for editing, grading, Fusion, and render workflows.
- guardrailed-ffmpeg: [mcp-video](https://mcp.film/mcps/mcp-video.md) — Local trim, concat, caption, QC, audio normalization, and repurposing operations.
- transcription: [Deepgram MCP](https://mcp.film/mcps/deepgram.md) — Official transcription, diarization, and audio intelligence for editorial search and captions.
- finishing: [Topaz Labs MCP](https://mcp.film/mcps/topaz.md) — Official image enhancement/upscaling for stills, plates, and frames.

### Martini handoff

Use Martini only when the edit needs new generated shots or shared production boards; keep purely local editorial work in local tools.

### Fallbacks

- [FFmpeg MCP](https://mcp.film/mcps/ffmpeg.md): Conversational FFmpeg: trim, concat, overlay, scale, and extract frames locally.
- [Adobe Premiere Pro MCP](https://mcp.film/mcps/premiere-pro.md): Drive Premiere Pro timelines, effects, and exports from your agent via a CEP bridge.
- [After Effects MCP](https://mcp.film/mcps/after-effects.md): Automate After Effects comps, layers, and keyframes through MCP + ExtendScript.
- [CapCut MCP](https://mcp.film/mcps/capcut.md): Build CapCut/Jianying draft projects programmatically from an AI agent.
- [Auphonic (via Zapier MCP)](https://mcp.film/mcps/auphonic-zapier.md): Auphonic's AI audio post (loudness, leveling, denoise) reachable through Zapier MCP.

Matching playbook: https://mcp.film/playbooks/#local-edit-bay

## Turn an archive or dailies library into a trailer

Search footage semantically, pull moments, assemble a trailer or cutdown, and publish reviewable versions.

Best for: Dailies, interviews, event footage, generated clip archives, and b-roll libraries.

Tags: archive, dailies, search, trailer, cutdown, review

### Recommended first connections

- semantic-video-search: [TwelveLabs MCP](https://mcp.film/mcps/twelvelabs.md) — Indexes, searches, summarizes, and analyzes video libraries for moment retrieval.
- review-workflow: [Frame.io MCP (community plugin)](https://mcp.film/mcps/frameio.md) — Frame.io review comments, shares, versions, uploads, metadata, and webhooks.
- source-library: [Google Drive MCP](https://mcp.film/mcps/google-drive.md) — Hosted file search and access for governed Workspace footage folders.
- timeline-assembly: [Palmier Pro](https://mcp.film/mcps/palmier-pro.md) — Agent-operable timeline editing and media search for trailer assembly.
- video-hosting: [Mux MCP Server](https://mcp.film/mcps/mux.md) — Official video hosting, asset upload, playback IDs, analytics, and webhooks.

### Martini handoff

Use Martini if the archive cutdown needs newly generated inserts, board-level review, or a connected production canvas.

### Fallbacks

- [Dropbox MCP Server](https://mcp.film/mcps/dropbox.md): Dropbox's official remote MCP (beta) for dailies, footage folders, and file ops.
- [Vimeo MCP Server](https://mcp.film/mcps/vimeo.md): Official beta MCP connecting your Vimeo video library to AI agents.
- [yutu (YouTube MCP + CLI)](https://mcp.film/mcps/youtube-yutu.md): Automate your whole YouTube channel — including real video uploads — via OAuth.
- [mcp-video](https://mcp.film/mcps/mcp-video.md): Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes.
- [DaVinci Resolve MCP](https://mcp.film/mcps/davinci-resolve.md): Full AI control of DaVinci Resolve Studio — edit, grade, Fusion, and render via scripting.

Matching playbook: https://mcp.film/playbooks/#archive-to-trailer

## Create avatar, talking-head, or UGC-style video

A route for product demos, explainers, digital twins, localized presenter videos, and lip-synced social spots.

Best for: Avatar explainers, founder-style ads, localized presenters, product walkthroughs, and high-volume social creative.

Tags: avatar, talking-head, ugc, lip-sync, localization, presenter

### Recommended first connections

- ugc-generator: [AgentMedia MCP](https://mcp.film/mcps/agent-media.md) — Purpose-built for captioned, lip-synced UGC and social publishing from an agent.
- avatar-video: [HeyGen Remote MCP](https://mcp.film/mcps/heygen.md) — Hosted avatar videos, lipsync, digital twins, voice library, and translation.
- talking-avatar: [D-ID MCP Server](https://mcp.film/mcps/d-id.md) — Official hosted MCP for D-ID API and docs around avatar video.
- digital-twin: [Tavus MCP](https://mcp.film/mcps/tavus.md) — Comprehensive community MCP for replicas, personas, video generation, conversations, and lipsync.
- voice: [ElevenLabs MCP](https://mcp.film/mcps/elevenlabs.md) — Voice cloning, TTS, sound effects, and dialogue cleanup.

### Martini handoff

Use Martini when avatar clips need to become part of a broader film board with generated B-roll, music, edits, and reusable campaign state.

### Fallbacks

- [Hedra MCP Server](https://mcp.film/mcps/hedra.md): Character-3 talking-avatar video, TTS, and image generation through Hedra's API.
- [Cartesia MCP](https://mcp.film/mcps/cartesia.md): Official Cartesia (Sonic) server: low-latency TTS, voice cloning, infill, localization.
- [Hume MCP Server](https://mcp.film/mcps/hume.md): Official Hume server for Octave TTS — emotionally expressive, acting-directed speech.
- [Plainly Videos MCP](https://mcp.film/mcps/plainly-videos.md): Render After Effects-backed video templates from an agent with Plainly's API.
- [json2video MCP](https://mcp.film/mcps/json2video.md): Render JSON-defined videos in the cloud with the json2video API.

Matching playbook: https://mcp.film/playbooks/#commercial-sprint

## Generate voice, score, and sound assets

A focused audio route for voiceover, dialogue patching, temp scores, sound effects, speech-to-speech, and localization.

Best for: Narration, ADR-style patches, temp music, sound effects, character voice tests, and localized deliverables.

Tags: voice, music, tts, sound-effects, localization, dialogue

### Recommended first connections

- voice-sfx-music: [ElevenLabs MCP](https://mcp.film/mcps/elevenlabs.md) — Official server covering TTS, voice cloning, SFX, music, transcription, and audio isolation.
- performance-voice: [Cartesia MCP](https://mcp.film/mcps/cartesia.md) — Low-latency TTS, STT, cloning, voice changing, infill, and localization.
- songs-and-score: [Mureka MCP](https://mcp.film/mcps/mureka.md) — Official MCP for lyrics, songs, instrumental music, and local playback.
- transcription: [Deepgram MCP](https://mcp.film/mcps/deepgram.md) — Official transcription, diarization, audio intelligence, and TTS.
- audio-cleanup: [Auphonic (via Zapier MCP)](https://mcp.film/mcps/auphonic-zapier.md) — Audio post automation for leveling, noise reduction, loudness, and cleanup via Zapier.

### Martini handoff

Use Martini when audio generation needs to stay attached to shots, timelines, campaign boards, and approved generated video takes.

### Fallbacks

- [Hume MCP Server](https://mcp.film/mcps/hume.md): Official Hume server for Octave TTS — emotionally expressive, acting-directed speech.
- [AllVoiceLab MCP](https://mcp.film/mcps/allvoicelab.md): Official voice and video localization MCP: TTS, cloning, dubbing, subtitles.
- [Google GenMedia MCP](https://mcp.film/mcps/google-genmedia.md): Google Cloud's MCP servers for Veo, Imagen, Lyria, Chirp TTS and ffmpeg compositing.
- [AudioGen MCP](https://mcp.film/mcps/audiogen.md): Free, local sound-effect generation with Meta's AudioGen — no API key needed.
- [Freesound MCP Server](https://mcp.film/mcps/freesound.md): Search freesound.org's 600k+ CC-licensed sounds by natural language for SFX pulls.

Matching playbook: https://mcp.film/playbooks/#commercial-sprint

## Use only hosted remote MCP servers

A cloud-agent-safe route for clients that can connect to hosted Streamable HTTP or SSE endpoints but cannot spawn local processes.

Best for: Web agents, locked-down sandboxes, demos, and automation where local binaries or desktop apps are unavailable.

Tags: hosted, remote, cloud-agent, oauth, no-local-install

### Recommended first connections

- hosted-studio: [Martini](https://mcp.film/mcps/martini.md) — Remote MCP endpoint for a full AI video production surface.
- hosted-video-generation: [Runway MCP](https://mcp.film/mcps/runway.md) — Official hosted video generation endpoint for agent clients.
- hosted-model-hub: [fal MCP Server](https://mcp.film/mcps/fal.md) — Hosted endpoint for running and chaining many image, video, audio, and voice models.
- hosted-model-workbench: [Krea MCP Server](https://mcp.film/mcps/krea.md) — Hosted MCP for image/video models, schemas, uploads, and job widgets.
- hosted-campaign-collateral: [Canva MCP](https://mcp.film/mcps/canva.md) — Hosted OAuth MCP for design generation, campaign assets, comments, and exports.
- hosted-production-db: [Airtable MCP Server](https://mcp.film/mcps/airtable.md) — Hosted production tracking and schema-aware base operations.
- hosted-files: [Google Drive MCP](https://mcp.film/mcps/google-drive.md) — Official remote file search, read, create, and governance-aware access.

### Martini handoff

Use Martini as the hosted studio when the agent needs to move from tool discovery into coordinated production work.

### Fallbacks

- [Higgsfield MCP](https://mcp.film/mcps/higgsfield.md): Hosted connector to 30+ video/image models: Kling 3, Veo 3, Sora 2, Soul, Seedance.
- [Pika MCP](https://mcp.film/mcps/pika.md): 'Pikafy' your agent: Pika's video, image, music and voiceover tools in Claude.
- [Recraft MCP Server](https://mcp.film/mcps/recraft.md): Official Recraft server: raster + vector image gen, styles, upscale, backgrounds.
- [Replicate MCP Server](https://mcp.film/mcps/replicate.md): Official remote MCP for discovering and running thousands of models on Replicate.
- [Dropbox MCP Server](https://mcp.film/mcps/dropbox.md): Dropbox's official remote MCP (beta) for dailies, footage folders, and file ops.

Matching playbook: https://mcp.film/playbooks/#commercial-sprint

## Run a hackable open film lab

A mostly local and inspectable route for labs, students, R&D teams, and technical filmmakers who want workflows they can modify.

Best for: Local GPU experiments, open-source film labs, student projects, pipeline R&D, and teams that prize control over polish.

Tags: open-source, local, comfyui, blender, ffmpeg, research

### Recommended first connections

- workflow-workbench: [ComfyUI MCP (Claude Code plugin)](https://mcp.film/mcps/comfyui-artokun.md) — Drive ComfyUI image, video, audio, and workflow graphs from Claude or ChatGPT.
- local-generation: [ComfyUI MCP](https://mcp.film/mcps/comfyui.md) — Local workflow execution and graph control for inspectable generation pipelines.
- 3d-scene-control: [Blender MCP](https://mcp.film/mcps/blender.md) — The canonical Blender MCP for modeling, texturing, importing assets, and previz.
- local-post: [mcp-video](https://mcp.film/mcps/mcp-video.md) — Guardrailed local video operations with FFmpeg, subtitles, QC, SFX, and repurposing.
- sound-library: [Freesound MCP Server](https://mcp.film/mcps/freesound.md) — Search and pull licensed sound assets into an agentic pipeline.

### Martini handoff

Use Martini when a lab experiment graduates into a production that needs shared state, model routing, boards, and delivery pressure.

### Fallbacks

- [Unreal Engine MCP](https://mcp.film/mcps/unreal-engine.md): Control Unreal Engine 5.5+ scenes and Blueprints by natural language.
- [FFmpeg MCP](https://mcp.film/mcps/ffmpeg.md): Conversational FFmpeg: trim, concat, overlay, scale, and extract frames locally.
- [AudioGen MCP](https://mcp.film/mcps/audiogen.md): Free, local sound-effect generation with Meta's AudioGen — no API key needed.
- [Replicate MCP Server](https://mcp.film/mcps/replicate.md): Official remote MCP for discovering and running thousands of models on Replicate.
- [Tripo MCP](https://mcp.film/mcps/tripo.md): Official Tripo MCP — text-to-3D assets generated and imported into Blender.
- [Meshy MCP Server](https://mcp.film/mcps/meshy.md): Official Meshy MCP — generate, retexture, rig, and animate 3D models via API.

Matching playbook: https://mcp.film/playbooks/#open-lab

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Full registry: https://mcp.film/api/registry.json