Glassypic vs MCP Image

A side-by-side look at the Glassypic and MCP Image MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

Glassypic logoGlassypicMultimedia Process · Local subprocess (stdio)AI image processing: upscale, resize, crop, compress, convert file format, and generate SEO metadata61GoodAuth: not declaredMCP Image logoMCP ImageMultimedia Process · Local subprocess (stdio)AI image generation and editing with prompt optimization and quality presets. Powered by Nano Banana53GoodAuth: api key required

Verdict: choose Glassypic for multimedia process work as a local process; choose MCP Image for multimedia process as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

Glassypic logoChoose Glassypic when

  • You need dedicated capabilities in the Multimedia Process domain.
  • You prefer a local stdio subprocess transport.
  • You want tools like optimize_image, login, logout.
Explore Glassypic

MCP Image logoChoose MCP Image when

  • You need dedicated capabilities in the Multimedia Process domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: API key required.
  • You have the keys it needs: GEMINI_API_KEY, OPENAI_API_KEY, ARK_API_KEY, IMAGE_PROVIDER, IMAGE_OUTPUT_DIR, IMAGE_QUALITY, SKIP_PROMPT_ENHANCEMENT.
Explore MCP Image

Feature & specification comparison

Rows where the two servers differ are marked.

SpecGlassypic logoGlassypicMCP Image logoMCP Image
CategoryMultimedia ProcessMultimedia Process
Quality signal61/100 · Good53/100 · Good
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredAPI key required
PricingNot declaredBYOK (pay the provider)
Required env varsNone listedGEMINI_API_KEYOPENAI_API_KEYARK_API_KEYIMAGE_PROVIDERIMAGE_OUTPUT_DIRIMAGE_QUALITYSKIP_PROMPT_ENHANCEMENT
Verified ownerCommunity listingCommunity listing
GitHub stars2181
Directory activity 3 views 0 installs 0 upvotes 2 views 0 installs 0 upvotes
Tools5Not listed

Tools & capabilities

Glassypic tools 5

  • optimize_imageOptimize an image: smart lossy compression (typically 60-80% size reduction), optional resize/upscale/format conversion, and AI-generated SEO metadata. Accepts absolute local file paths or remote URLs. In remote/API mode, only remote URLs are supported. Supported input formats: JPG, PNG, WebP, AVIF, GIF, SVG, ICO, HEIC, TIFF, BMP (max 50 MB). Supported output formats: JPG, PNG, WebP, AVIF, GIF, SVG, ICO. Credits: 3 to compress (always), +1 if width or height is set, +2 to upscale, +1 for SEO tags (on by default). A full pipeline is 7 credits. Upscale is charged whether you request it or the server adds it automatically — it does so whenever a resize target exceeds the source by more than 1.2x, so a resize-only call on a small image also costs 7. SVG or ICO output is a flat 1 credit, overriding everything above. Animated GIFs are billed per frame: (per-frame operations x frames) + 1 if tags, up to 601 credits at the 100-frame limit — confirm_gif_cost gates that path. GIFs are excluded from automatic upscaling. Guest (unregistered): 20 credits/day, no signup. Log in with the login tool for more credits — registered Free tier is 30/day. Use status tool to check remaining credits before batch processing.
  • loginLog in to your GlassyPic account via browser to unlock more credits. Opens a browser window where you complete login (Google, Facebook, or email). After login, MCP automatically picks up your account with shared credits across web and MCP. Registered accounts receive a larger credit allowance than guest sessions; use the status tool to read the account's actual tier and remaining credits. Your access token and email are stored locally at ~/.glassypic/session.json (file mode 0600) until you run logout.
  • logoutLog out of your GlassyPic account. Reverts to guest session (20 free credits/day). Your web app account is not affected.
  • statusCheck your GlassyPic account status: login state, tier, credits remaining, and credit reset time. Use this before batch processing to verify sufficient credits.
  • upgradeOpen the GlassyPic pricing page in the user's browser, where the account's plan can be reviewed and changed. Call this only when the user asks to change or review their plan.

MCP Image tools

No tool names declared yet. Check the project README from the listing page.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

Glassypic

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "glassypic": {
      "command": "npx",
      "args": [
        "-y",
        "@glassypic/mcp-server@latest"
      ]
    }
  }
}

MCP Image

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "mcp-image": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-image"
      ],
      "env": {
        "GEMINI_API_KEY": "YOUR_GEMINI_API_KEY_HERE",
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
        "ARK_API_KEY": "YOUR_ARK_API_KEY_HERE",
        "IMAGE_PROVIDER": "YOUR_IMAGE_PROVIDER_HERE",
        "IMAGE_OUTPUT_DIR": "YOUR_IMAGE_OUTPUT_DIR_HERE",
        "IMAGE_QUALITY": "YOUR_IMAGE_QUALITY_HERE",
        "SKIP_PROMPT_ENHANCEMENT": "YOUR_SKIP_PROMPT_ENHANCEMENT_HERE"
      }
    }
  }
}

Frequently asked questions

Glassypic is categorized under Multimedia Process and uses a local stdio subprocess. MCP Image belongs to Multimedia Process and uses a local stdio subprocess. Pick Glassypic for multimedia process work and MCP Image for multimedia process.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.

Glassypic has no declared pricing — check the project's own site. MCP Image is bring-your-own-key: usage is billed by the API provider you supply a key for. Auth: api key required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add glassypic and mcp-image as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, Glassypic has a quality signal of 61/100 (Good) with 3 views, 0 installs and 2 GitHub stars. MCP Image has 53/100 (Good) with 2 views, 0 installs and 181 GitHub stars.