{
  "$schema": "https://mcp.film/api/playbooks.schema.json",
  "name": "mcp.film production playbooks",
  "description": "Curated MCP stacks for common AI filmmaking workflows.",
  "updated": "2026-06-29T04:37:50.909Z",
  "count": 6,
  "playbooks": [
    {
      "id": "commercial-sprint",
      "title": "AI Commercial Sprint",
      "url": "https://mcp.film/playbooks/#commercial-sprint",
      "summary": "A fast path from brief to polished 30-60 second ad with one studio, one model hub, voice, edit, finish, and upload.",
      "best_for": "Launch videos, product promos, UGC-style ads, and short brand films where speed matters more than bespoke tooling.",
      "primary_servers": [
        {
          "slug": "martini",
          "name": "Martini",
          "url": "https://mcp.film/mcps/martini/",
          "markdown": "https://mcp.film/mcps/martini.md",
          "category": "studio",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-29",
          "tagline": "The film set for AI videos — direct entire productions from your agent."
        },
        {
          "slug": "runway",
          "name": "Runway MCP",
          "url": "https://mcp.film/mcps/runway/",
          "markdown": "https://mcp.film/mcps/runway.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official hosted MCP: Gen-4.5, Seedance, Kling and Veo video from any agent."
        },
        {
          "slug": "runapi",
          "name": "RunAPI MCP Server",
          "url": "https://mcp.film/mcps/runapi/",
          "markdown": "https://mcp.film/mcps/runapi.md",
          "category": "model-hub",
          "official": true,
          "remote": false,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "Browse, price, and run 130+ image, video, audio and voice models through one MCP."
        },
        {
          "slug": "elevenlabs",
          "name": "ElevenLabs MCP",
          "url": "https://mcp.film/mcps/elevenlabs/",
          "markdown": "https://mcp.film/mcps/elevenlabs.md",
          "category": "voice-speech",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official ElevenLabs server: TTS, voice cloning, SFX, music, and dialogue isolation."
        },
        {
          "slug": "mureka",
          "name": "Mureka MCP",
          "url": "https://mcp.film/mcps/mureka/",
          "markdown": "https://mcp.film/mcps/mureka.md",
          "category": "music",
          "official": true,
          "remote": false,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "Official Mureka server for lyrics, songs, and instrumental background music."
        },
        {
          "slug": "palmier-pro",
          "name": "Palmier Pro",
          "url": "https://mcp.film/mcps/palmier-pro/",
          "markdown": "https://mcp.film/mcps/palmier-pro.md",
          "category": "editing-post",
          "official": true,
          "remote": false,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
        },
        {
          "slug": "topaz",
          "name": "Topaz Labs MCP",
          "url": "https://mcp.film/mcps/topaz/",
          "markdown": "https://mcp.film/mcps/topaz.md",
          "category": "enhancement",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Topaz Labs MCP — enhance and upscale images with Topaz AI models."
        },
        {
          "slug": "magnific",
          "name": "Magnific MCP",
          "url": "https://mcp.film/mcps/magnific/",
          "markdown": "https://mcp.film/mcps/magnific.md",
          "category": "enhancement",
          "official": true,
          "remote": true,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "Official remote MCP for upscaling, image/video generation, characters, and asset history."
        },
        {
          "slug": "youtube-yutu",
          "name": "yutu (YouTube MCP + CLI)",
          "url": "https://mcp.film/mcps/youtube-yutu/",
          "markdown": "https://mcp.film/mcps/youtube-yutu.md",
          "category": "distribution",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Automate your whole YouTube channel — including real video uploads — via OAuth."
        }
      ],
      "steps": [
        {
          "stage": "develop",
          "intent": "Turn the brief into scenes, shot goals, and edit notes.",
          "servers": [
            {
              "slug": "martini",
              "name": "Martini",
              "url": "https://mcp.film/mcps/martini/",
              "markdown": "https://mcp.film/mcps/martini.md",
              "category": "studio",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-29",
              "tagline": "The film set for AI videos — direct entire productions from your agent."
            },
            {
              "slug": "notion",
              "name": "Notion MCP",
              "url": "https://mcp.film/mcps/notion/",
              "markdown": "https://mcp.film/mcps/notion.md",
              "category": "production-ops",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Notion's hosted MCP: search, read, and write docs, wikis, and databases via OAuth."
            }
          ]
        },
        {
          "stage": "shoot",
          "intent": "Generate hero shots and alternates with direct video models plus a hub for gaps.",
          "servers": [
            {
              "slug": "runway",
              "name": "Runway MCP",
              "url": "https://mcp.film/mcps/runway/",
              "markdown": "https://mcp.film/mcps/runway.md",
              "category": "video-generation",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official hosted MCP: Gen-4.5, Seedance, Kling and Veo video from any agent."
            },
            {
              "slug": "runapi",
              "name": "RunAPI MCP Server",
              "url": "https://mcp.film/mcps/runapi/",
              "markdown": "https://mcp.film/mcps/runapi.md",
              "category": "model-hub",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Browse, price, and run 130+ image, video, audio and voice models through one MCP."
            },
            {
              "slug": "fal",
              "name": "fal MCP Server",
              "url": "https://mcp.film/mcps/fal/",
              "markdown": "https://mcp.film/mcps/fal.md",
              "category": "model-hub",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "One hosted endpoint to search, run and chain 1,000+ image, video and audio models."
            }
          ]
        },
        {
          "stage": "sound",
          "intent": "Record voiceover and temp score without leaving the agent session.",
          "servers": [
            {
              "slug": "elevenlabs",
              "name": "ElevenLabs MCP",
              "url": "https://mcp.film/mcps/elevenlabs/",
              "markdown": "https://mcp.film/mcps/elevenlabs.md",
              "category": "voice-speech",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official ElevenLabs server: TTS, voice cloning, SFX, music, and dialogue isolation."
            },
            {
              "slug": "mureka",
              "name": "Mureka MCP",
              "url": "https://mcp.film/mcps/mureka/",
              "markdown": "https://mcp.film/mcps/mureka.md",
              "category": "music",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Official Mureka server for lyrics, songs, and instrumental background music."
            },
            {
              "slug": "google-genmedia",
              "name": "Google GenMedia MCP",
              "url": "https://mcp.film/mcps/google-genmedia/",
              "markdown": "https://mcp.film/mcps/google-genmedia.md",
              "category": "video-generation",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Google Cloud's MCP servers for Veo, Imagen, Lyria, Chirp TTS and ffmpeg compositing."
            }
          ]
        },
        {
          "stage": "cut",
          "intent": "Assemble, caption, and revise the timeline in an agent-operable editor.",
          "servers": [
            {
              "slug": "palmier-pro",
              "name": "Palmier Pro",
              "url": "https://mcp.film/mcps/palmier-pro/",
              "markdown": "https://mcp.film/mcps/palmier-pro.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
            },
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            }
          ]
        },
        {
          "stage": "finish",
          "intent": "Upscale stills or plates and QC the final master.",
          "servers": [
            {
              "slug": "topaz",
              "name": "Topaz Labs MCP",
              "url": "https://mcp.film/mcps/topaz/",
              "markdown": "https://mcp.film/mcps/topaz.md",
              "category": "enhancement",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Topaz Labs MCP — enhance and upscale images with Topaz AI models."
            },
            {
              "slug": "magnific",
              "name": "Magnific MCP",
              "url": "https://mcp.film/mcps/magnific/",
              "markdown": "https://mcp.film/mcps/magnific.md",
              "category": "enhancement",
              "official": true,
              "remote": true,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Official remote MCP for upscaling, image/video generation, characters, and asset history."
            },
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            }
          ]
        },
        {
          "stage": "ship",
          "intent": "Upload the final cut and retain metadata control.",
          "servers": [
            {
              "slug": "youtube-yutu",
              "name": "yutu (YouTube MCP + CLI)",
              "url": "https://mcp.film/mcps/youtube-yutu/",
              "markdown": "https://mcp.film/mcps/youtube-yutu.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Automate your whole YouTube channel — including real video uploads — via OAuth."
            },
            {
              "slug": "youtube-data",
              "name": "YouTube MCP Server (data)",
              "url": "https://mcp.film/mcps/youtube-data/",
              "markdown": "https://mcp.film/mcps/youtube-data.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Token-optimized YouTube Data API server for video, channel, and trend analytics."
            }
          ]
        }
      ],
      "fallback_servers": [
        {
          "slug": "pika",
          "name": "Pika MCP",
          "url": "https://mcp.film/mcps/pika/",
          "markdown": "https://mcp.film/mcps/pika.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "'Pikafy' your agent: Pika's video, image, music and voiceover tools in Claude."
        },
        {
          "slug": "higgsfield",
          "name": "Higgsfield MCP",
          "url": "https://mcp.film/mcps/higgsfield/",
          "markdown": "https://mcp.film/mcps/higgsfield.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Hosted connector to 30+ video/image models: Kling 3, Veo 3, Sora 2, Soul, Seedance."
        },
        {
          "slug": "json2video",
          "name": "json2video MCP",
          "url": "https://mcp.film/mcps/json2video/",
          "markdown": "https://mcp.film/mcps/json2video.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Render JSON-defined videos in the cloud with the json2video API."
        },
        {
          "slug": "vimeo",
          "name": "Vimeo MCP Server",
          "url": "https://mcp.film/mcps/vimeo/",
          "markdown": "https://mcp.film/mcps/vimeo.md",
          "category": "distribution",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official beta MCP connecting your Vimeo video library to AI agents."
        }
      ],
      "constraints": [
        "Use hosted tools where possible.",
        "Keep one human review gate before publish.",
        "Download generated assets before vendor URLs expire."
      ]
    },
    {
      "id": "model-shootout",
      "title": "Model Shootout",
      "url": "https://mcp.film/playbooks/#model-shootout",
      "summary": "A controlled way to test the same shot across competing video and image hubs before committing a production budget.",
      "best_for": "Directors, creative technologists, and agencies comparing Veo, Kling, Seedance, Runway, FLUX and other fast-moving models for a specific film look.",
      "primary_servers": [
        {
          "slug": "martini",
          "name": "Martini",
          "url": "https://mcp.film/mcps/martini/",
          "markdown": "https://mcp.film/mcps/martini.md",
          "category": "studio",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-29",
          "tagline": "The film set for AI videos — direct entire productions from your agent."
        },
        {
          "slug": "promptibus",
          "name": "Promptibus MCP",
          "url": "https://mcp.film/mcps/promptibus/",
          "markdown": "https://mcp.film/mcps/promptibus.md",
          "category": "model-hub",
          "official": true,
          "remote": true,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "Model intelligence MCP for prompt syntax, pricing, and budget-aware picks."
        },
        {
          "slug": "krea",
          "name": "Krea MCP Server",
          "url": "https://mcp.film/mcps/krea/",
          "markdown": "https://mcp.film/mcps/krea.md",
          "category": "model-hub",
          "official": true,
          "remote": true,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "Official hosted MCP for Krea image/video models, schemas, uploads, and job widgets."
        },
        {
          "slug": "runapi",
          "name": "RunAPI MCP Server",
          "url": "https://mcp.film/mcps/runapi/",
          "markdown": "https://mcp.film/mcps/runapi.md",
          "category": "model-hub",
          "official": true,
          "remote": false,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "Browse, price, and run 130+ image, video, audio and voice models through one MCP."
        },
        {
          "slug": "kie-ai",
          "name": "Kie.ai MCP Server",
          "url": "https://mcp.film/mcps/kie-ai/",
          "markdown": "https://mcp.film/mcps/kie-ai.md",
          "category": "model-hub",
          "official": false,
          "remote": false,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "Run Veo, Seedance, Kling, Runway, Suno, ElevenLabs, FLUX and more through one local MCP."
        },
        {
          "slug": "fal",
          "name": "fal MCP Server",
          "url": "https://mcp.film/mcps/fal/",
          "markdown": "https://mcp.film/mcps/fal.md",
          "category": "model-hub",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "One hosted endpoint to search, run and chain 1,000+ image, video and audio models."
        },
        {
          "slug": "replicate",
          "name": "Replicate MCP Server",
          "url": "https://mcp.film/mcps/replicate/",
          "markdown": "https://mcp.film/mcps/replicate.md",
          "category": "model-hub",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official remote MCP for discovering and running thousands of models on Replicate."
        },
        {
          "slug": "mcp-video",
          "name": "mcp-video",
          "url": "https://mcp.film/mcps/mcp-video/",
          "markdown": "https://mcp.film/mcps/mcp-video.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-28",
          "verified": "2026-06-28",
          "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
        }
      ],
      "steps": [
        {
          "stage": "develop",
          "intent": "Define the shot brief, constraints, and keeper criteria before touching model credits.",
          "servers": [
            {
              "slug": "martini",
              "name": "Martini",
              "url": "https://mcp.film/mcps/martini/",
              "markdown": "https://mcp.film/mcps/martini.md",
              "category": "studio",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-29",
              "tagline": "The film set for AI videos — direct entire productions from your agent."
            },
            {
              "slug": "promptibus",
              "name": "Promptibus MCP",
              "url": "https://mcp.film/mcps/promptibus/",
              "markdown": "https://mcp.film/mcps/promptibus.md",
              "category": "model-hub",
              "official": true,
              "remote": true,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Model intelligence MCP for prompt syntax, pricing, and budget-aware picks."
            }
          ]
        },
        {
          "stage": "visualize",
          "intent": "Create or refine the shared start frame and style references that every model will receive.",
          "servers": [
            {
              "slug": "recraft",
              "name": "Recraft MCP Server",
              "url": "https://mcp.film/mcps/recraft/",
              "markdown": "https://mcp.film/mcps/recraft.md",
              "category": "image-generation",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Recraft server: raster + vector image gen, styles, upscale, backgrounds."
            },
            {
              "slug": "ideogram",
              "name": "Ideogram MCP Server",
              "url": "https://mcp.film/mcps/ideogram/",
              "markdown": "https://mcp.film/mcps/ideogram.md",
              "category": "image-generation",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Ideogram 3.0 text-to-image with magic prompt and style refs — strongest text-in-image."
            },
            {
              "slug": "martini",
              "name": "Martini",
              "url": "https://mcp.film/mcps/martini/",
              "markdown": "https://mcp.film/mcps/martini.md",
              "category": "studio",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-29",
              "tagline": "The film set for AI videos — direct entire productions from your agent."
            }
          ]
        },
        {
          "stage": "shoot",
          "intent": "Run the same test across broad model hubs and direct endpoints, then capture task IDs and costs.",
          "servers": [
            {
              "slug": "krea",
              "name": "Krea MCP Server",
              "url": "https://mcp.film/mcps/krea/",
              "markdown": "https://mcp.film/mcps/krea.md",
              "category": "model-hub",
              "official": true,
              "remote": true,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Official hosted MCP for Krea image/video models, schemas, uploads, and job widgets."
            },
            {
              "slug": "runapi",
              "name": "RunAPI MCP Server",
              "url": "https://mcp.film/mcps/runapi/",
              "markdown": "https://mcp.film/mcps/runapi.md",
              "category": "model-hub",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Browse, price, and run 130+ image, video, audio and voice models through one MCP."
            },
            {
              "slug": "kie-ai",
              "name": "Kie.ai MCP Server",
              "url": "https://mcp.film/mcps/kie-ai/",
              "markdown": "https://mcp.film/mcps/kie-ai.md",
              "category": "model-hub",
              "official": false,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Run Veo, Seedance, Kling, Runway, Suno, ElevenLabs, FLUX and more through one local MCP."
            },
            {
              "slug": "fal",
              "name": "fal MCP Server",
              "url": "https://mcp.film/mcps/fal/",
              "markdown": "https://mcp.film/mcps/fal.md",
              "category": "model-hub",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "One hosted endpoint to search, run and chain 1,000+ image, video and audio models."
            },
            {
              "slug": "replicate",
              "name": "Replicate MCP Server",
              "url": "https://mcp.film/mcps/replicate/",
              "markdown": "https://mcp.film/mcps/replicate.md",
              "category": "model-hub",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official remote MCP for discovering and running thousands of models on Replicate."
            }
          ]
        },
        {
          "stage": "cut",
          "intent": "Assemble a comparison reel or contact sheet so humans can pick winners quickly.",
          "servers": [
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            },
            {
              "slug": "palmier-pro",
              "name": "Palmier Pro",
              "url": "https://mcp.film/mcps/palmier-pro/",
              "markdown": "https://mcp.film/mcps/palmier-pro.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
            }
          ]
        },
        {
          "stage": "finish",
          "intent": "Upscale or clean only the winning takes, not every experiment.",
          "servers": [
            {
              "slug": "topaz",
              "name": "Topaz Labs MCP",
              "url": "https://mcp.film/mcps/topaz/",
              "markdown": "https://mcp.film/mcps/topaz.md",
              "category": "enhancement",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Topaz Labs MCP — enhance and upscale images with Topaz AI models."
            },
            {
              "slug": "magnific",
              "name": "Magnific MCP",
              "url": "https://mcp.film/mcps/magnific/",
              "markdown": "https://mcp.film/mcps/magnific.md",
              "category": "enhancement",
              "official": true,
              "remote": true,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "Official remote MCP for upscaling, image/video generation, characters, and asset history."
            },
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            }
          ]
        }
      ],
      "fallback_servers": [
        {
          "slug": "runway",
          "name": "Runway MCP",
          "url": "https://mcp.film/mcps/runway/",
          "markdown": "https://mcp.film/mcps/runway.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official hosted MCP: Gen-4.5, Seedance, Kling and Veo video from any agent."
        },
        {
          "slug": "pika",
          "name": "Pika MCP",
          "url": "https://mcp.film/mcps/pika/",
          "markdown": "https://mcp.film/mcps/pika.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "'Pikafy' your agent: Pika's video, image, music and voiceover tools in Claude."
        },
        {
          "slug": "higgsfield",
          "name": "Higgsfield MCP",
          "url": "https://mcp.film/mcps/higgsfield/",
          "markdown": "https://mcp.film/mcps/higgsfield.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Hosted connector to 30+ video/image models: Kling 3, Veo 3, Sora 2, Soul, Seedance."
        },
        {
          "slug": "google-genmedia",
          "name": "Google GenMedia MCP",
          "url": "https://mcp.film/mcps/google-genmedia/",
          "markdown": "https://mcp.film/mcps/google-genmedia.md",
          "category": "video-generation",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Google Cloud's MCP servers for Veo, Imagen, Lyria, Chirp TTS and ffmpeg compositing."
        }
      ],
      "constraints": [
        "Keep prompt, input frame, model, settings, cost and output URL with every take.",
        "Cap batch counts before spending credits.",
        "Verify provider rights and ToS before commercial use, especially through aggregator routes."
      ]
    },
    {
      "id": "local-edit-bay",
      "title": "Local Edit Bay",
      "url": "https://mcp.film/playbooks/#local-edit-bay",
      "summary": "A workstation-first stack for agents that need to inspect footage, cut precisely, caption, export, and keep media local.",
      "best_for": "Editors who want agent help without sending every source file to a hosted generation or editing service.",
      "primary_servers": [
        {
          "slug": "palmier-pro",
          "name": "Palmier Pro",
          "url": "https://mcp.film/mcps/palmier-pro/",
          "markdown": "https://mcp.film/mcps/palmier-pro.md",
          "category": "editing-post",
          "official": true,
          "remote": false,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
        },
        {
          "slug": "davinci-resolve",
          "name": "DaVinci Resolve MCP",
          "url": "https://mcp.film/mcps/davinci-resolve/",
          "markdown": "https://mcp.film/mcps/davinci-resolve.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Full AI control of DaVinci Resolve Studio — edit, grade, Fusion, and render via scripting."
        },
        {
          "slug": "mcp-video",
          "name": "mcp-video",
          "url": "https://mcp.film/mcps/mcp-video/",
          "markdown": "https://mcp.film/mcps/mcp-video.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-28",
          "verified": "2026-06-28",
          "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
        },
        {
          "slug": "ffmpeg",
          "name": "FFmpeg MCP",
          "url": "https://mcp.film/mcps/ffmpeg/",
          "markdown": "https://mcp.film/mcps/ffmpeg.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Conversational FFmpeg: trim, concat, overlay, scale, and extract frames locally."
        },
        {
          "slug": "twelvelabs",
          "name": "TwelveLabs MCP",
          "url": "https://mcp.film/mcps/twelvelabs/",
          "markdown": "https://mcp.film/mcps/twelvelabs.md",
          "category": "editing-post",
          "official": true,
          "remote": false,
          "added": "2026-06-28",
          "verified": "2026-06-28",
          "tagline": "Index, search, and analyze video libraries with Pegasus and Marengo through MCP."
        },
        {
          "slug": "deepgram",
          "name": "Deepgram MCP",
          "url": "https://mcp.film/mcps/deepgram/",
          "markdown": "https://mcp.film/mcps/deepgram.md",
          "category": "transcription",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Deepgram server: Nova transcription, diarization, and audio intelligence."
        },
        {
          "slug": "topaz",
          "name": "Topaz Labs MCP",
          "url": "https://mcp.film/mcps/topaz/",
          "markdown": "https://mcp.film/mcps/topaz.md",
          "category": "enhancement",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Topaz Labs MCP — enhance and upscale images with Topaz AI models."
        }
      ],
      "steps": [
        {
          "stage": "develop",
          "intent": "Index source material and pull searchable notes before cutting.",
          "servers": [
            {
              "slug": "twelvelabs",
              "name": "TwelveLabs MCP",
              "url": "https://mcp.film/mcps/twelvelabs/",
              "markdown": "https://mcp.film/mcps/twelvelabs.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Index, search, and analyze video libraries with Pegasus and Marengo through MCP."
            },
            {
              "slug": "deepgram",
              "name": "Deepgram MCP",
              "url": "https://mcp.film/mcps/deepgram/",
              "markdown": "https://mcp.film/mcps/deepgram.md",
              "category": "transcription",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Deepgram server: Nova transcription, diarization, and audio intelligence."
            }
          ]
        },
        {
          "stage": "cut",
          "intent": "Use the right edit surface: Palmier for agent-native timeline work, Resolve for mature finishing, FFmpeg for batch operations.",
          "servers": [
            {
              "slug": "palmier-pro",
              "name": "Palmier Pro",
              "url": "https://mcp.film/mcps/palmier-pro/",
              "markdown": "https://mcp.film/mcps/palmier-pro.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
            },
            {
              "slug": "davinci-resolve",
              "name": "DaVinci Resolve MCP",
              "url": "https://mcp.film/mcps/davinci-resolve/",
              "markdown": "https://mcp.film/mcps/davinci-resolve.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Full AI control of DaVinci Resolve Studio — edit, grade, Fusion, and render via scripting."
            },
            {
              "slug": "ffmpeg",
              "name": "FFmpeg MCP",
              "url": "https://mcp.film/mcps/ffmpeg/",
              "markdown": "https://mcp.film/mcps/ffmpeg.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Conversational FFmpeg: trim, concat, overlay, scale, and extract frames locally."
            },
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            }
          ]
        },
        {
          "stage": "sound",
          "intent": "Clean and normalize dialogue before final assembly.",
          "servers": [
            {
              "slug": "auphonic-zapier",
              "name": "Auphonic (via Zapier MCP)",
              "url": "https://mcp.film/mcps/auphonic-zapier/",
              "markdown": "https://mcp.film/mcps/auphonic-zapier.md",
              "category": "sound-design",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Auphonic's AI audio post (loudness, leveling, denoise) reachable through Zapier MCP."
            },
            {
              "slug": "elevenlabs",
              "name": "ElevenLabs MCP",
              "url": "https://mcp.film/mcps/elevenlabs/",
              "markdown": "https://mcp.film/mcps/elevenlabs.md",
              "category": "voice-speech",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official ElevenLabs server: TTS, voice cloning, SFX, music, and dialogue isolation."
            }
          ]
        },
        {
          "stage": "finish",
          "intent": "Upscale, enhance, and verify deliverables locally or through focused APIs.",
          "servers": [
            {
              "slug": "topaz",
              "name": "Topaz Labs MCP",
              "url": "https://mcp.film/mcps/topaz/",
              "markdown": "https://mcp.film/mcps/topaz.md",
              "category": "enhancement",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Topaz Labs MCP — enhance and upscale images with Topaz AI models."
            },
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            }
          ]
        },
        {
          "stage": "ship",
          "intent": "Send review copies, archive outputs, and publish only after approval.",
          "servers": [
            {
              "slug": "frameio",
              "name": "Frame.io MCP (community plugin)",
              "url": "https://mcp.film/mcps/frameio/",
              "markdown": "https://mcp.film/mcps/frameio.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "74 tools for Frame.io V4 review workflows — comments, shares, versions, uploads."
            },
            {
              "slug": "vimeo",
              "name": "Vimeo MCP Server",
              "url": "https://mcp.film/mcps/vimeo/",
              "markdown": "https://mcp.film/mcps/vimeo.md",
              "category": "distribution",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official beta MCP connecting your Vimeo video library to AI agents."
            },
            {
              "slug": "youtube-yutu",
              "name": "yutu (YouTube MCP + CLI)",
              "url": "https://mcp.film/mcps/youtube-yutu/",
              "markdown": "https://mcp.film/mcps/youtube-yutu.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Automate your whole YouTube channel — including real video uploads — via OAuth."
            }
          ]
        }
      ],
      "fallback_servers": [
        {
          "slug": "premiere-pro",
          "name": "Adobe Premiere Pro MCP",
          "url": "https://mcp.film/mcps/premiere-pro/",
          "markdown": "https://mcp.film/mcps/premiere-pro.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Drive Premiere Pro timelines, effects, and exports from your agent via a CEP bridge."
        },
        {
          "slug": "after-effects",
          "name": "After Effects MCP",
          "url": "https://mcp.film/mcps/after-effects/",
          "markdown": "https://mcp.film/mcps/after-effects.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Automate After Effects comps, layers, and keyframes through MCP + ExtendScript."
        },
        {
          "slug": "capcut",
          "name": "CapCut MCP",
          "url": "https://mcp.film/mcps/capcut/",
          "markdown": "https://mcp.film/mcps/capcut.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Build CapCut/Jianying draft projects programmatically from an AI agent."
        }
      ],
      "constraints": [
        "Requires local apps and media access.",
        "Prefer explicit file paths and review every destructive edit.",
        "Use hosted generation only for assets that need it."
      ]
    },
    {
      "id": "character-series",
      "title": "Character-Consistent Series",
      "url": "https://mcp.film/playbooks/#character-series",
      "summary": "A stack for recurring characters, repeatable looks, and short episodic work where continuity beats raw novelty.",
      "best_for": "Serial social films, AI influencers, explainers, recurring product mascots, and episodic shorts.",
      "primary_servers": [
        {
          "slug": "martini",
          "name": "Martini",
          "url": "https://mcp.film/mcps/martini/",
          "markdown": "https://mcp.film/mcps/martini.md",
          "category": "studio",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-29",
          "tagline": "The film set for AI videos — direct entire productions from your agent."
        },
        {
          "slug": "higgsfield",
          "name": "Higgsfield MCP",
          "url": "https://mcp.film/mcps/higgsfield/",
          "markdown": "https://mcp.film/mcps/higgsfield.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Hosted connector to 30+ video/image models: Kling 3, Veo 3, Sora 2, Soul, Seedance."
        },
        {
          "slug": "recraft",
          "name": "Recraft MCP Server",
          "url": "https://mcp.film/mcps/recraft/",
          "markdown": "https://mcp.film/mcps/recraft.md",
          "category": "image-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Recraft server: raster + vector image gen, styles, upscale, backgrounds."
        },
        {
          "slug": "ideogram",
          "name": "Ideogram MCP Server",
          "url": "https://mcp.film/mcps/ideogram/",
          "markdown": "https://mcp.film/mcps/ideogram.md",
          "category": "image-generation",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Ideogram 3.0 text-to-image with magic prompt and style refs — strongest text-in-image."
        },
        {
          "slug": "cartesia",
          "name": "Cartesia MCP",
          "url": "https://mcp.film/mcps/cartesia/",
          "markdown": "https://mcp.film/mcps/cartesia.md",
          "category": "voice-speech",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Cartesia (Sonic) server: low-latency TTS, voice cloning, infill, localization."
        },
        {
          "slug": "studio-state",
          "name": "studio-state",
          "url": "https://mcp.film/mcps/studio-state/",
          "markdown": "https://mcp.film/mcps/studio-state.md",
          "category": "story-preproduction",
          "official": false,
          "remote": false,
          "added": "2026-06-28",
          "verified": "2026-06-28",
          "tagline": "Keeps AI-film characters, locations, shots, and lock status grounded in project files."
        },
        {
          "slug": "airtable",
          "name": "Airtable MCP Server",
          "url": "https://mcp.film/mcps/airtable/",
          "markdown": "https://mcp.film/mcps/airtable.md",
          "category": "production-ops",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official hosted Airtable MCP: query, create, and update production-tracking bases."
        }
      ],
      "steps": [
        {
          "stage": "develop",
          "intent": "Track characters, locations, and shot state so each session starts grounded.",
          "servers": [
            {
              "slug": "studio-state",
              "name": "studio-state",
              "url": "https://mcp.film/mcps/studio-state/",
              "markdown": "https://mcp.film/mcps/studio-state.md",
              "category": "story-preproduction",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Keeps AI-film characters, locations, shots, and lock status grounded in project files."
            },
            {
              "slug": "airtable",
              "name": "Airtable MCP Server",
              "url": "https://mcp.film/mcps/airtable/",
              "markdown": "https://mcp.film/mcps/airtable.md",
              "category": "production-ops",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official hosted Airtable MCP: query, create, and update production-tracking bases."
            },
            {
              "slug": "notion",
              "name": "Notion MCP",
              "url": "https://mcp.film/mcps/notion/",
              "markdown": "https://mcp.film/mcps/notion.md",
              "category": "production-ops",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Notion's hosted MCP: search, read, and write docs, wikis, and databases via OAuth."
            }
          ]
        },
        {
          "stage": "visualize",
          "intent": "Create locked references, style frames, logos, and art direction boards.",
          "servers": [
            {
              "slug": "recraft",
              "name": "Recraft MCP Server",
              "url": "https://mcp.film/mcps/recraft/",
              "markdown": "https://mcp.film/mcps/recraft.md",
              "category": "image-generation",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Recraft server: raster + vector image gen, styles, upscale, backgrounds."
            },
            {
              "slug": "ideogram",
              "name": "Ideogram MCP Server",
              "url": "https://mcp.film/mcps/ideogram/",
              "markdown": "https://mcp.film/mcps/ideogram.md",
              "category": "image-generation",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Ideogram 3.0 text-to-image with magic prompt and style refs — strongest text-in-image."
            },
            {
              "slug": "miro",
              "name": "Miro MCP",
              "url": "https://mcp.film/mcps/miro/",
              "markdown": "https://mcp.film/mcps/miro.md",
              "category": "story-preproduction",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Miro MCP — build and read storyboards, frames, and planning boards via AI."
            }
          ]
        },
        {
          "stage": "shoot",
          "intent": "Generate scenes with character-aware tools and a full-stack studio for continuity.",
          "servers": [
            {
              "slug": "martini",
              "name": "Martini",
              "url": "https://mcp.film/mcps/martini/",
              "markdown": "https://mcp.film/mcps/martini.md",
              "category": "studio",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-29",
              "tagline": "The film set for AI videos — direct entire productions from your agent."
            },
            {
              "slug": "higgsfield",
              "name": "Higgsfield MCP",
              "url": "https://mcp.film/mcps/higgsfield/",
              "markdown": "https://mcp.film/mcps/higgsfield.md",
              "category": "video-generation",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Hosted connector to 30+ video/image models: Kling 3, Veo 3, Sora 2, Soul, Seedance."
            },
            {
              "slug": "runway",
              "name": "Runway MCP",
              "url": "https://mcp.film/mcps/runway/",
              "markdown": "https://mcp.film/mcps/runway.md",
              "category": "video-generation",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official hosted MCP: Gen-4.5, Seedance, Kling and Veo video from any agent."
            }
          ]
        },
        {
          "stage": "sound",
          "intent": "Keep voice and dialogue consistent across episodes.",
          "servers": [
            {
              "slug": "cartesia",
              "name": "Cartesia MCP",
              "url": "https://mcp.film/mcps/cartesia/",
              "markdown": "https://mcp.film/mcps/cartesia.md",
              "category": "voice-speech",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Cartesia (Sonic) server: low-latency TTS, voice cloning, infill, localization."
            },
            {
              "slug": "elevenlabs",
              "name": "ElevenLabs MCP",
              "url": "https://mcp.film/mcps/elevenlabs/",
              "markdown": "https://mcp.film/mcps/elevenlabs.md",
              "category": "voice-speech",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official ElevenLabs server: TTS, voice cloning, SFX, music, and dialogue isolation."
            },
            {
              "slug": "hume",
              "name": "Hume MCP Server",
              "url": "https://mcp.film/mcps/hume/",
              "markdown": "https://mcp.film/mcps/hume.md",
              "category": "voice-speech",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Hume server for Octave TTS — emotionally expressive, acting-directed speech."
            }
          ]
        },
        {
          "stage": "cut",
          "intent": "Assemble episodes and preserve reusable project structure.",
          "servers": [
            {
              "slug": "palmier-pro",
              "name": "Palmier Pro",
              "url": "https://mcp.film/mcps/palmier-pro/",
              "markdown": "https://mcp.film/mcps/palmier-pro.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
            },
            {
              "slug": "vibeframe",
              "name": "VibeFrame",
              "url": "https://mcp.film/mcps/vibeframe/",
              "markdown": "https://mcp.film/mcps/vibeframe.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "CLI-first video workflow runtime with an MCP surface for briefs-to-renders."
            }
          ]
        },
        {
          "stage": "ship",
          "intent": "Publish and read performance signals for the next episode.",
          "servers": [
            {
              "slug": "youtube-yutu",
              "name": "yutu (YouTube MCP + CLI)",
              "url": "https://mcp.film/mcps/youtube-yutu/",
              "markdown": "https://mcp.film/mcps/youtube-yutu.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Automate your whole YouTube channel — including real video uploads — via OAuth."
            },
            {
              "slug": "youtube-data",
              "name": "YouTube MCP Server (data)",
              "url": "https://mcp.film/mcps/youtube-data/",
              "markdown": "https://mcp.film/mcps/youtube-data.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Token-optimized YouTube Data API server for video, channel, and trend analytics."
            }
          ]
        }
      ],
      "fallback_servers": [
        {
          "slug": "pika",
          "name": "Pika MCP",
          "url": "https://mcp.film/mcps/pika/",
          "markdown": "https://mcp.film/mcps/pika.md",
          "category": "video-generation",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "'Pikafy' your agent: Pika's video, image, music and voiceover tools in Claude."
        },
        {
          "slug": "pixverse",
          "name": "PixVerse MCP",
          "url": "https://mcp.film/mcps/pixverse/",
          "markdown": "https://mcp.film/mcps/pixverse.md",
          "category": "video-generation",
          "official": true,
          "remote": false,
          "added": "2026-06-28",
          "verified": "2026-06-28",
          "tagline": "Official PixVerse video MCP: text/video, image animation, transitions, lip-sync and SFX."
        },
        {
          "slug": "heygen",
          "name": "HeyGen Remote MCP",
          "url": "https://mcp.film/mcps/heygen/",
          "markdown": "https://mcp.film/mcps/heygen.md",
          "category": "avatars-performance",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Hosted MCP for avatar videos, lipsync, and 175-language video translation."
        },
        {
          "slug": "hedra",
          "name": "Hedra MCP Server",
          "url": "https://mcp.film/mcps/hedra/",
          "markdown": "https://mcp.film/mcps/hedra.md",
          "category": "avatars-performance",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Character-3 talking-avatar video, TTS, and image generation through Hedra's API."
        }
      ],
      "constraints": [
        "Keep reference images and approved takes organized.",
        "Record model, prompt, seed, and rights notes per shot.",
        "Use one source of truth for character state."
      ]
    },
    {
      "id": "archive-to-trailer",
      "title": "Archive To Trailer",
      "url": "https://mcp.film/playbooks/#archive-to-trailer",
      "summary": "Find the right moments in a footage library, make a trailer or cutdown, and ship reviewable versions.",
      "best_for": "Dailies, long interviews, b-roll libraries, event footage, and generated-clip archives that need fast retrieval.",
      "primary_servers": [
        {
          "slug": "twelvelabs",
          "name": "TwelveLabs MCP",
          "url": "https://mcp.film/mcps/twelvelabs/",
          "markdown": "https://mcp.film/mcps/twelvelabs.md",
          "category": "editing-post",
          "official": true,
          "remote": false,
          "added": "2026-06-28",
          "verified": "2026-06-28",
          "tagline": "Index, search, and analyze video libraries with Pegasus and Marengo through MCP."
        },
        {
          "slug": "frameio",
          "name": "Frame.io MCP (community plugin)",
          "url": "https://mcp.film/mcps/frameio/",
          "markdown": "https://mcp.film/mcps/frameio.md",
          "category": "distribution",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "74 tools for Frame.io V4 review workflows — comments, shares, versions, uploads."
        },
        {
          "slug": "google-drive",
          "name": "Google Drive MCP",
          "url": "https://mcp.film/mcps/google-drive/",
          "markdown": "https://mcp.film/mcps/google-drive.md",
          "category": "production-ops",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Google's official remote Drive MCP: search, read, and create files with Workspace governance."
        },
        {
          "slug": "dropbox",
          "name": "Dropbox MCP Server",
          "url": "https://mcp.film/mcps/dropbox/",
          "markdown": "https://mcp.film/mcps/dropbox.md",
          "category": "production-ops",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Dropbox's official remote MCP (beta) for dailies, footage folders, and file ops."
        },
        {
          "slug": "palmier-pro",
          "name": "Palmier Pro",
          "url": "https://mcp.film/mcps/palmier-pro/",
          "markdown": "https://mcp.film/mcps/palmier-pro.md",
          "category": "editing-post",
          "official": true,
          "remote": false,
          "added": "2026-06-29",
          "verified": "2026-06-29",
          "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
        },
        {
          "slug": "mux",
          "name": "Mux MCP Server",
          "url": "https://mcp.film/mcps/mux/",
          "markdown": "https://mcp.film/mcps/mux.md",
          "category": "distribution",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Mux MCP: upload, manage, and analyze video via API or hosted remote server."
        },
        {
          "slug": "vimeo",
          "name": "Vimeo MCP Server",
          "url": "https://mcp.film/mcps/vimeo/",
          "markdown": "https://mcp.film/mcps/vimeo.md",
          "category": "distribution",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official beta MCP connecting your Vimeo video library to AI agents."
        }
      ],
      "steps": [
        {
          "stage": "develop",
          "intent": "Collect footage sources and production notes.",
          "servers": [
            {
              "slug": "google-drive",
              "name": "Google Drive MCP",
              "url": "https://mcp.film/mcps/google-drive/",
              "markdown": "https://mcp.film/mcps/google-drive.md",
              "category": "production-ops",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Google's official remote Drive MCP: search, read, and create files with Workspace governance."
            },
            {
              "slug": "dropbox",
              "name": "Dropbox MCP Server",
              "url": "https://mcp.film/mcps/dropbox/",
              "markdown": "https://mcp.film/mcps/dropbox.md",
              "category": "production-ops",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Dropbox's official remote MCP (beta) for dailies, footage folders, and file ops."
            },
            {
              "slug": "frameio",
              "name": "Frame.io MCP (community plugin)",
              "url": "https://mcp.film/mcps/frameio/",
              "markdown": "https://mcp.film/mcps/frameio.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "74 tools for Frame.io V4 review workflows — comments, shares, versions, uploads."
            }
          ]
        },
        {
          "stage": "cut",
          "intent": "Search semantic video moments, transcripts, and media bins before assembling.",
          "servers": [
            {
              "slug": "twelvelabs",
              "name": "TwelveLabs MCP",
              "url": "https://mcp.film/mcps/twelvelabs/",
              "markdown": "https://mcp.film/mcps/twelvelabs.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Index, search, and analyze video libraries with Pegasus and Marengo through MCP."
            },
            {
              "slug": "palmier-pro",
              "name": "Palmier Pro",
              "url": "https://mcp.film/mcps/palmier-pro/",
              "markdown": "https://mcp.film/mcps/palmier-pro.md",
              "category": "editing-post",
              "official": true,
              "remote": false,
              "added": "2026-06-29",
              "verified": "2026-06-29",
              "tagline": "AI-native Mac timeline editor with a built-in local MCP server for agents."
            },
            {
              "slug": "deepgram",
              "name": "Deepgram MCP",
              "url": "https://mcp.film/mcps/deepgram/",
              "markdown": "https://mcp.film/mcps/deepgram.md",
              "category": "transcription",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Deepgram server: Nova transcription, diarization, and audio intelligence."
            }
          ]
        },
        {
          "stage": "finish",
          "intent": "Create clean review exports and delivery variants.",
          "servers": [
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            },
            {
              "slug": "topaz",
              "name": "Topaz Labs MCP",
              "url": "https://mcp.film/mcps/topaz/",
              "markdown": "https://mcp.film/mcps/topaz.md",
              "category": "enhancement",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Topaz Labs MCP — enhance and upscale images with Topaz AI models."
            }
          ]
        },
        {
          "stage": "ship",
          "intent": "Host the cut, collect review feedback, and update metadata.",
          "servers": [
            {
              "slug": "mux",
              "name": "Mux MCP Server",
              "url": "https://mcp.film/mcps/mux/",
              "markdown": "https://mcp.film/mcps/mux.md",
              "category": "distribution",
              "official": true,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official Mux MCP: upload, manage, and analyze video via API or hosted remote server."
            },
            {
              "slug": "vimeo",
              "name": "Vimeo MCP Server",
              "url": "https://mcp.film/mcps/vimeo/",
              "markdown": "https://mcp.film/mcps/vimeo.md",
              "category": "distribution",
              "official": true,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Official beta MCP connecting your Vimeo video library to AI agents."
            },
            {
              "slug": "youtube-yutu",
              "name": "yutu (YouTube MCP + CLI)",
              "url": "https://mcp.film/mcps/youtube-yutu/",
              "markdown": "https://mcp.film/mcps/youtube-yutu.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Automate your whole YouTube channel — including real video uploads — via OAuth."
            }
          ]
        }
      ],
      "fallback_servers": [
        {
          "slug": "premiere-pro",
          "name": "Adobe Premiere Pro MCP",
          "url": "https://mcp.film/mcps/premiere-pro/",
          "markdown": "https://mcp.film/mcps/premiere-pro.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Drive Premiere Pro timelines, effects, and exports from your agent via a CEP bridge."
        },
        {
          "slug": "davinci-resolve",
          "name": "DaVinci Resolve MCP",
          "url": "https://mcp.film/mcps/davinci-resolve/",
          "markdown": "https://mcp.film/mcps/davinci-resolve.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Full AI control of DaVinci Resolve Studio — edit, grade, Fusion, and render via scripting."
        },
        {
          "slug": "youtube-data",
          "name": "YouTube MCP Server (data)",
          "url": "https://mcp.film/mcps/youtube-data/",
          "markdown": "https://mcp.film/mcps/youtube-data.md",
          "category": "distribution",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Token-optimized YouTube Data API server for video, channel, and trend analytics."
        }
      ],
      "constraints": [
        "Index only footage you are allowed to process.",
        "Keep human review before publishing public cuts.",
        "Avoid re-transcribing media already indexed."
      ]
    },
    {
      "id": "open-lab",
      "title": "Open Lab",
      "url": "https://mcp.film/playbooks/#open-lab",
      "summary": "A mostly local, hackable pipeline for technical filmmakers who want workflows they can inspect and modify.",
      "best_for": "R&D, local GPU shops, labs, students, open-source film experiments, and teams that need maximum control.",
      "primary_servers": [
        {
          "slug": "comfyui-artokun",
          "name": "ComfyUI MCP (Claude Code plugin)",
          "url": "https://mcp.film/mcps/comfyui-artokun/",
          "markdown": "https://mcp.film/mcps/comfyui-artokun.md",
          "category": "3d-vfx",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-28",
          "tagline": "Drive ComfyUI as a live image, video, audio, and workflow workbench from Claude or ChatGPT."
        },
        {
          "slug": "comfyui",
          "name": "ComfyUI MCP",
          "url": "https://mcp.film/mcps/comfyui/",
          "markdown": "https://mcp.film/mcps/comfyui.md",
          "category": "model-hub",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Drive a local ComfyUI: 40+ tools for image, video, audio and 3D workflows."
        },
        {
          "slug": "blender",
          "name": "Blender MCP",
          "url": "https://mcp.film/mcps/blender/",
          "markdown": "https://mcp.film/mcps/blender.md",
          "category": "3d-vfx",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "The canonical Blender MCP — model, texture, and assemble 3D scenes by prompt."
        },
        {
          "slug": "audiogen",
          "name": "AudioGen MCP",
          "url": "https://mcp.film/mcps/audiogen/",
          "markdown": "https://mcp.film/mcps/audiogen.md",
          "category": "sound-design",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Free, local sound-effect generation with Meta's AudioGen — no API key needed."
        },
        {
          "slug": "freesound",
          "name": "Freesound MCP Server",
          "url": "https://mcp.film/mcps/freesound/",
          "markdown": "https://mcp.film/mcps/freesound.md",
          "category": "sound-design",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Search freesound.org's 600k+ CC-licensed sounds by natural language for SFX pulls."
        },
        {
          "slug": "mcp-video",
          "name": "mcp-video",
          "url": "https://mcp.film/mcps/mcp-video/",
          "markdown": "https://mcp.film/mcps/mcp-video.md",
          "category": "editing-post",
          "official": false,
          "remote": false,
          "added": "2026-06-28",
          "verified": "2026-06-28",
          "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
        },
        {
          "slug": "youtube-yutu",
          "name": "yutu (YouTube MCP + CLI)",
          "url": "https://mcp.film/mcps/youtube-yutu/",
          "markdown": "https://mcp.film/mcps/youtube-yutu.md",
          "category": "distribution",
          "official": false,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Automate your whole YouTube channel — including real video uploads — via OAuth."
        }
      ],
      "steps": [
        {
          "stage": "visualize",
          "intent": "Generate stills, boards, and model tests locally or through inspectable workflows.",
          "servers": [
            {
              "slug": "comfyui-artokun",
              "name": "ComfyUI MCP (Claude Code plugin)",
              "url": "https://mcp.film/mcps/comfyui-artokun/",
              "markdown": "https://mcp.film/mcps/comfyui-artokun.md",
              "category": "3d-vfx",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-28",
              "tagline": "Drive ComfyUI as a live image, video, audio, and workflow workbench from Claude or ChatGPT."
            },
            {
              "slug": "comfyui",
              "name": "ComfyUI MCP",
              "url": "https://mcp.film/mcps/comfyui/",
              "markdown": "https://mcp.film/mcps/comfyui.md",
              "category": "model-hub",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Drive a local ComfyUI: 40+ tools for image, video, audio and 3D workflows."
            }
          ]
        },
        {
          "stage": "shoot",
          "intent": "Build scenes, props, previz, and open video-model experiments.",
          "servers": [
            {
              "slug": "blender",
              "name": "Blender MCP",
              "url": "https://mcp.film/mcps/blender/",
              "markdown": "https://mcp.film/mcps/blender.md",
              "category": "3d-vfx",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "The canonical Blender MCP — model, texture, and assemble 3D scenes by prompt."
            },
            {
              "slug": "comfyui",
              "name": "ComfyUI MCP",
              "url": "https://mcp.film/mcps/comfyui/",
              "markdown": "https://mcp.film/mcps/comfyui.md",
              "category": "model-hub",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Drive a local ComfyUI: 40+ tools for image, video, audio and 3D workflows."
            },
            {
              "slug": "unreal-engine",
              "name": "Unreal Engine MCP",
              "url": "https://mcp.film/mcps/unreal-engine/",
              "markdown": "https://mcp.film/mcps/unreal-engine.md",
              "category": "3d-vfx",
              "official": false,
              "remote": true,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Control Unreal Engine 5.5+ scenes and Blueprints by natural language."
            }
          ]
        },
        {
          "stage": "sound",
          "intent": "Draft SFX locally and fill gaps with licensed library search.",
          "servers": [
            {
              "slug": "audiogen",
              "name": "AudioGen MCP",
              "url": "https://mcp.film/mcps/audiogen/",
              "markdown": "https://mcp.film/mcps/audiogen.md",
              "category": "sound-design",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Free, local sound-effect generation with Meta's AudioGen — no API key needed."
            },
            {
              "slug": "freesound",
              "name": "Freesound MCP Server",
              "url": "https://mcp.film/mcps/freesound/",
              "markdown": "https://mcp.film/mcps/freesound.md",
              "category": "sound-design",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Search freesound.org's 600k+ CC-licensed sounds by natural language for SFX pulls."
            }
          ]
        },
        {
          "stage": "cut",
          "intent": "Transcode, caption, QC, and assemble media with guardrailed local tools.",
          "servers": [
            {
              "slug": "mcp-video",
              "name": "mcp-video",
              "url": "https://mcp.film/mcps/mcp-video/",
              "markdown": "https://mcp.film/mcps/mcp-video.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-28",
              "verified": "2026-06-28",
              "tagline": "Guardrailed local video editing MCP with FFmpeg, subtitles, QC, SFX and Hyperframes."
            },
            {
              "slug": "ffmpeg",
              "name": "FFmpeg MCP",
              "url": "https://mcp.film/mcps/ffmpeg/",
              "markdown": "https://mcp.film/mcps/ffmpeg.md",
              "category": "editing-post",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Conversational FFmpeg: trim, concat, overlay, scale, and extract frames locally."
            }
          ]
        },
        {
          "stage": "ship",
          "intent": "Publish when ready, with analytics available for iteration.",
          "servers": [
            {
              "slug": "youtube-yutu",
              "name": "yutu (YouTube MCP + CLI)",
              "url": "https://mcp.film/mcps/youtube-yutu/",
              "markdown": "https://mcp.film/mcps/youtube-yutu.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Automate your whole YouTube channel — including real video uploads — via OAuth."
            },
            {
              "slug": "youtube-data",
              "name": "YouTube MCP Server (data)",
              "url": "https://mcp.film/mcps/youtube-data/",
              "markdown": "https://mcp.film/mcps/youtube-data.md",
              "category": "distribution",
              "official": false,
              "remote": false,
              "added": "2026-06-11",
              "verified": "2026-06-11",
              "tagline": "Token-optimized YouTube Data API server for video, channel, and trend analytics."
            }
          ]
        }
      ],
      "fallback_servers": [
        {
          "slug": "replicate",
          "name": "Replicate MCP Server",
          "url": "https://mcp.film/mcps/replicate/",
          "markdown": "https://mcp.film/mcps/replicate.md",
          "category": "model-hub",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official remote MCP for discovering and running thousands of models on Replicate."
        },
        {
          "slug": "fal",
          "name": "fal MCP Server",
          "url": "https://mcp.film/mcps/fal/",
          "markdown": "https://mcp.film/mcps/fal.md",
          "category": "model-hub",
          "official": true,
          "remote": true,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "One hosted endpoint to search, run and chain 1,000+ image, video and audio models."
        },
        {
          "slug": "tripo",
          "name": "Tripo MCP",
          "url": "https://mcp.film/mcps/tripo/",
          "markdown": "https://mcp.film/mcps/tripo.md",
          "category": "3d-vfx",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Tripo MCP — text-to-3D assets generated and imported into Blender."
        },
        {
          "slug": "meshy",
          "name": "Meshy MCP Server",
          "url": "https://mcp.film/mcps/meshy/",
          "markdown": "https://mcp.film/mcps/meshy.md",
          "category": "3d-vfx",
          "official": true,
          "remote": false,
          "added": "2026-06-11",
          "verified": "2026-06-11",
          "tagline": "Official Meshy MCP — generate, retexture, rig, and animate 3D models via API."
        }
      ],
      "constraints": [
        "Expect setup friction.",
        "Pin model versions and node packs.",
        "Budget time for render failures and dependency drift."
      ]
    }
  ]
}