{
  "capability": "upscaling",
  "url": "https://mcp.film/capabilities/upscaling/",
  "markdown": "https://mcp.film/capabilities/upscaling.md",
  "json": "https://mcp.film/api/capabilities/upscaling.json",
  "count": 10,
  "official": 6,
  "remote": 4,
  "categories": [
    "image-generation",
    "enhancement",
    "model-hub",
    "video-generation"
  ],
  "servers": [
    {
      "slug": "ideogram",
      "name": "Ideogram MCP",
      "url": "https://mcp.film/mcps/ideogram/",
      "markdown": "https://mcp.film/mcps/ideogram.md",
      "category": "image-generation",
      "official": true,
      "remote": true,
      "added": "2026-06-11",
      "verified": "2026-08-27",
      "tagline": "Official Ideogram server: bulk generation, editing, reframe, upscale and model training."
    },
    {
      "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": "2026-08-16",
      "tagline": "Official remote MCP for upscaling, image/video generation, characters, and asset history."
    },
    {
      "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": "2026-08-26",
      "tagline": "Official hosted Recraft server: raster + vector generation, styles, upscale, backgrounds."
    },
    {
      "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": "2026-08-23",
      "tagline": "Official remote MCP for discovering and running thousands of models on Replicate."
    },
    {
      "slug": "runware",
      "name": "Runware MCP",
      "url": "https://mcp.film/mcps/runware/",
      "markdown": "https://mcp.film/mcps/runware.md",
      "category": "model-hub",
      "official": true,
      "remote": false,
      "added": "2026-06-29",
      "verified": "2026-08-24",
      "tagline": "Official Runware MCP for image, video, audio, 3D, upscaling, and model search."
    },
    {
      "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": "2026-08-13",
      "tagline": "Official Topaz Labs MCP — enhance and upscale images with Topaz AI models."
    },
    {
      "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": "2026-08-24",
      "tagline": "Run Veo, Seedance, Kling, Runway, Suno, ElevenLabs, FLUX and more through one local MCP."
    },
    {
      "slug": "luma",
      "name": "Luma AI MCP Server",
      "url": "https://mcp.film/mcps/luma/",
      "markdown": "https://mcp.film/mcps/luma.md",
      "category": "video-generation",
      "official": false,
      "remote": false,
      "added": "2026-06-11",
      "verified": "2026-08-11",
      "tagline": "Community MCP for Luma's legacy Dream Machine API; Luma's current stack is the Agents API."
    },
    {
      "slug": "piapi",
      "name": "PiAPI MCP Server",
      "url": "https://mcp.film/mcps/piapi/",
      "markdown": "https://mcp.film/mcps/piapi.md",
      "category": "model-hub",
      "official": false,
      "remote": false,
      "added": "2026-06-11",
      "verified": "2026-08-25",
      "tagline": "Midjourney in an agent — plus Kling, Luma, Hailuo, Hunyuan, Wan, Suno via PiAPI."
    },
    {
      "slug": "stability-ai",
      "name": "Stability AI MCP Server",
      "url": "https://mcp.film/mcps/stability-ai/",
      "markdown": "https://mcp.film/mcps/stability-ai.md",
      "category": "image-generation",
      "official": false,
      "remote": false,
      "added": "2026-06-11",
      "verified": "2026-08-27",
      "tagline": "Stability platform API as 12 MCP tools: SD3.5 gen, inpaint, outpaint, upscale."
    }
  ]
}