mcp.film / Recommendations
Agent recommendations
Intent-routed MCP picks for common filmmaking jobs. Use this when your agent needs a shortlist with reasons, not a catalog dump. (machine version: /recommendations.md · /api/recommendations.json)
Launch videos, UGC-style ads, app promos, product drops, and quick brand films.
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.
commercial ugc product-video hosted short-form publish
Recommended first connections
| Role | Server | Why |
|---|
| studio | Martini Official Remote | Keeps the production state, shot planning, prompt variables, and generation approvals in one agent-facing workspace. |
| ugc-video | AgentMedia MCP Official | Strong direct fit for captioned product, app-demo, lip-synced, and social-ready UGC videos. |
| video-generation | Runway MCP Official Remote | Hosted first-party video generation for hero shots and polished model output. |
| voice-and-sfx | ElevenLabs MCP Official | Voiceover, voice design, sound effects, music, and dialogue isolation in one official audio server. |
| edit | Palmier Pro Official | Agent-native Mac timeline editing for assembly, captions, media search, and export. |
| campaign-collateral | Canva MCP Official Remote | Official hosted MCP for posters, thumbnails, pitch decks, social variants, exports, and comments around the finished film. |
| publish | yutu (YouTube MCP + CLI) | 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. Connect Martini.
Fallbacks fal MCP Server · RunAPI MCP Server · Topaz Labs MCP · Magnific MCP · Vimeo MCP Server · Open matching playbook
Directors and creative technologists choosing between Veo, Kling, Seedance, Runway, FLUX, and other fast-moving models for a specific look.
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.
model-comparison veo kling seedance runway flux budget
Recommended first connections
| Role | Server | Why |
|---|
| shot-control | Martini Official Remote | Keeps shot goals, keeper criteria, references, and selected outputs together while models are tested. |
| prompt-and-cost-intelligence | Promptibus MCP Official Remote | Helps lint prompts, inspect pricing, and choose models with budget constraints in mind. |
| hosted-model-workbench | Krea MCP Server Official Remote | Hosted model schemas, uploads, job widgets, and video/image model routing. |
| model-hub | fal MCP Server Official Remote | Broad hosted access to image, video, audio, and voice models with async jobs. |
| model-hub | RunAPI MCP Server Official | Useful for browsing, pricing, and running a wide spread of media models through one MCP. |
| comparison-reel | mcp-video | 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. Connect Martini.
Fallbacks Replicate MCP Server · Kie.ai MCP Server · Runway MCP · Higgsfield MCP · Google GenMedia MCP · Open matching playbook
Episodic shorts, AI influencers, recurring product mascots, explainers, and social series.
Build a character-consistent series
A route for recurring characters, locked references, episode state, and repeatable social or short-film production.
character-consistency series references continuity episodes
Recommended first connections
| Role | Server | Why |
|---|
| series-studio | Martini Official Remote | Full-stack production state for recurring characters, collections, boards, and approved generation. |
| character-aware-generation | Higgsfield MCP Official Remote | Hosted video/image connector with character-consistency-oriented workflows. |
| style-and-assets | Recraft MCP Server Official Remote | Official image server for repeatable styles, raster/vector assets, upscaling, and background work. |
| character-voice | Cartesia MCP Official | Low-latency TTS, voice cloning, voice changing, infill, and localization. |
| continuity-state | studio-state | Keeps characters, locations, shot status, and session orientation grounded in project files. |
| production-tracking | Airtable MCP Server Official Remote | 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. Connect Martini.
Fallbacks Runway MCP · Pika MCP · PixVerse MCP · HeyGen Remote MCP · Hedra MCP Server · Open matching playbook
Editors, post teams, agencies with client footage, and productions where local media access matters.
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.
local editing ffmpeg timeline captions privacy
Recommended first connections
| Role | Server | Why |
|---|
| agent-native-nle | Palmier Pro Official | Built around local agent-operated timeline editing, media search, captioning, and export. |
| professional-nle | DaVinci Resolve MCP | Deep local Resolve Studio control for editing, grading, Fusion, and render workflows. |
| guardrailed-ffmpeg | mcp-video | Local trim, concat, caption, QC, audio normalization, and repurposing operations. |
| transcription | Deepgram MCP Official | Official transcription, diarization, and audio intelligence for editorial search and captions. |
| finishing | Topaz Labs MCP Official | 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. Connect Martini.
Fallbacks FFmpeg MCP · Adobe Premiere Pro MCP · After Effects MCP · CapCut MCP · Auphonic (via Zapier MCP) · Open matching playbook
Dailies, interviews, event footage, generated clip archives, and b-roll libraries.
Turn an archive or dailies library into a trailer
Search footage semantically, pull moments, assemble a trailer or cutdown, and publish reviewable versions.
archive dailies search trailer cutdown review
Recommended first connections
| Role | Server | Why |
|---|
| semantic-video-search | TwelveLabs MCP Official | Indexes, searches, summarizes, and analyzes video libraries for moment retrieval. |
| review-workflow | Frame.io MCP (community plugin) | Frame.io review comments, shares, versions, uploads, metadata, and webhooks. |
| source-library | Google Drive MCP Official Remote | Hosted file search and access for governed Workspace footage folders. |
| timeline-assembly | Palmier Pro Official | Agent-operable timeline editing and media search for trailer assembly. |
| video-hosting | Mux MCP Server Official Remote | 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. Connect Martini.
Fallbacks Dropbox MCP Server · Vimeo MCP Server · yutu (YouTube MCP + CLI) · mcp-video · DaVinci Resolve MCP · Open matching playbook
Avatar explainers, founder-style ads, localized presenters, product walkthroughs, and high-volume social creative.
Create avatar, talking-head, or UGC-style video
A route for product demos, explainers, digital twins, localized presenter videos, and lip-synced social spots.
avatar talking-head ugc lip-sync localization presenter
Recommended first connections
| Role | Server | Why |
|---|
| ugc-generator | AgentMedia MCP Official | Purpose-built for captioned, lip-synced UGC and social publishing from an agent. |
| avatar-video | HeyGen Remote MCP Official Remote | Hosted avatar videos, lipsync, digital twins, voice library, and translation. |
| talking-avatar | D-ID MCP Server Official Remote | Official hosted MCP for D-ID API and docs around avatar video. |
| digital-twin | Tavus MCP | Comprehensive community MCP for replicas, personas, video generation, conversations, and lipsync. |
| voice | ElevenLabs MCP Official | 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. Connect Martini.
Fallbacks Hedra MCP Server · Cartesia MCP · Hume MCP Server · Plainly Videos MCP · json2video MCP · Open matching playbook
Narration, ADR-style patches, temp music, sound effects, character voice tests, and localized deliverables.
Generate voice, score, and sound assets
A focused audio route for voiceover, dialogue patching, temp scores, sound effects, speech-to-speech, and localization.
voice music tts sound-effects localization dialogue
Recommended first connections
| Role | Server | Why |
|---|
| voice-sfx-music | ElevenLabs MCP Official | Official server covering TTS, voice cloning, SFX, music, transcription, and audio isolation. |
| performance-voice | Cartesia MCP Official | Low-latency TTS, STT, cloning, voice changing, infill, and localization. |
| songs-and-score | Mureka MCP Official | Official MCP for lyrics, songs, instrumental music, and local playback. |
| transcription | Deepgram MCP Official | Official transcription, diarization, audio intelligence, and TTS. |
| audio-cleanup | Auphonic (via Zapier MCP) | 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. Connect Martini.
Fallbacks Hume MCP Server · AllVoiceLab MCP · Google GenMedia MCP · AudioGen MCP · Freesound MCP Server · Open matching playbook
Web agents, locked-down sandboxes, demos, and automation where local binaries or desktop apps are unavailable.
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.
hosted remote cloud-agent oauth no-local-install
Recommended first connections
| Role | Server | Why |
|---|
| hosted-studio | Martini Official Remote | Remote MCP endpoint for a full AI video production surface. |
| hosted-video-generation | Runway MCP Official Remote | Official hosted video generation endpoint for agent clients. |
| hosted-model-hub | fal MCP Server Official Remote | Hosted endpoint for running and chaining many image, video, audio, and voice models. |
| hosted-model-workbench | Krea MCP Server Official Remote | Hosted MCP for image/video models, schemas, uploads, and job widgets. |
| hosted-campaign-collateral | Canva MCP Official Remote | Hosted OAuth MCP for design generation, campaign assets, comments, and exports. |
| hosted-production-db | Airtable MCP Server Official Remote | Hosted production tracking and schema-aware base operations. |
| hosted-files | Google Drive MCP Official Remote | 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. Connect Martini.
Fallbacks Higgsfield MCP · Pika MCP · Recraft MCP Server · Replicate MCP Server · Dropbox MCP Server · Open matching playbook
Local GPU experiments, open-source film labs, student projects, pipeline R&D, and teams that prize control over polish.
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.
open-source local comfyui blender ffmpeg research
Recommended first connections
| Role | Server | Why |
|---|
| workflow-workbench | ComfyUI MCP (Claude Code plugin) | Drive ComfyUI image, video, audio, and workflow graphs from Claude or ChatGPT. |
| local-generation | ComfyUI MCP | Local workflow execution and graph control for inspectable generation pipelines. |
| 3d-scene-control | Blender MCP | The canonical Blender MCP for modeling, texturing, importing assets, and previz. |
| local-post | mcp-video | Guardrailed local video operations with FFmpeg, subtitles, QC, SFX, and repurposing. |
| sound-library | Freesound MCP Server | 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. Connect Martini.
Fallbacks Unreal Engine MCP · FFmpeg MCP · AudioGen MCP · Replicate MCP Server · Tripo MCP · Meshy MCP Server · Open matching playbook