Image Edit MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| GEMINI_API_KEY | Yes | Your Google Gemini API key. Required for all image operations. | |
| GEMINI_BASE_URL | No | Optional custom Gemini endpoint (e.g., proxy). Generate_image always uses official Google API. |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| understand_imageA | Ask questions about image content using Gemini 2.5 Pro vision. Extract text, identify objects, describe products, check quality, or get detailed descriptions. Accepts local file paths or URLs. |
| generate_imageA | Generate photorealistic product images from text descriptions using Imagen AI. Supports 5 aspect ratios (1:1, 16:9, 9:16, 4:3, 3:4), outputs high-res WebP with AI quality review. Prompt structure: [Subject] + [Background] + [Style/modifiers] Example: 'Red ceramic mug, white background, studio lighting, macro lens, sharp focus, 4K' Modifiers: camera angles (aerial/45-degree/eye level), lighting (natural/studio/dramatic), focus (sharp/soft/depth of field), lenses (macro/wide-angle), quality enhancers (4K/photorealistic/professional). |
| clean_product_imageA | Remove watermarks, logos, and overlays while preserving original background and lighting. Keeps product features intact, maintains natural photography style. Supports aspect ratio adjustment (default 1:1). Outputs high-res WebP with AI review. |
| clean_product_image_white_bgA | Remove watermarks/overlays and replace background with pure white (#FFFFFF) + professional studio lighting. E-commerce ready for Amazon/eBay/Shopify. Preserves product shape, colors, features. Supports aspect ratio adjustment (default 1:1). Outputs high-res WebP with AI review. |
| crop_image_to_squareA | Crop image to 1:1 square using center crop. Uses the shorter edge as crop size, then scales to 1024x1024. Fast, lossless operation without AI. Outputs high-res WebP. |
| expand_image_to_squareA | Convert any aspect ratio to 1:1 square by intelligently filling border areas while preserving original content pixel-perfect. AI matches background style (solid/gradient/textured/environmental), continues lighting and perspective with seamless blending. Outputs 1024x1024 WebP with AI review. |
| edit_imageA | Edit images based on text instructions using AI with support for multiple reference images. Modify colors, add/remove objects, change backgrounds, adjust lighting, apply artistic effects, or combine multiple images. Uses reference image(s) + text prompt for intelligent editing. Supports various aspect ratios. Outputs high-res WebP with AI quality review. |
| generate_necklace_white_backgroundA | Generate premium white background product photo of a necklace from reference images. Creates professional studio photography with pure white background, suitable for e-commerce. Maintains exact product design from references while removing watermarks/logos. |
| generate_necklace_tabletop_elegantA | Generate elegant minimalist lifestyle photo of a necklace on pure white tabletop. Creates clean, sophisticated product photography perfect for modern luxury e-commerce. Maintains exact product design with accurate chain structure from references. |
| generate_necklace_model_wearingA | Generate realistic neck close-up photo showing necklace worn on model. Frame from jawline/chin down to upper chest, focusing on elegant neck area and jewelry. Creates authentic luxury brand campaign photography. |
| generate_bracelet_white_backgroundA | Generate premium white background product photo of a bracelet from reference images. Creates professional studio photography with pure white background, top-down circular layout. Maintains accurate bead count and structure from references. |
| generate_bracelet_tabletop_elegantB | Generate elegant minimalist lifestyle photo of a bracelet on pure white tabletop. Creates clean, sophisticated product photography perfect for modern luxury e-commerce. Maintains accurate bead count and structure from references. |
| generate_bracelet_model_wearingA | Generate realistic wrist close-up photo showing bracelet worn on model's wrist. Creates authentic luxury brand lifestyle photography helping customers visualize wearing the bracelet. Maintains accurate bead count and structure from references. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 13 tools
Each tool has a clear action and subject, but a few close pairs (clean_product_image vs clean_product_image_white_bg and the white-background/tabletop necklace generators) could be confused if descriptions are skimmed. With careful reading, the targets are distinct enough for an agent to choose correctly.
Tool names generally follow a consistent verb_noun snake_case pattern and are readable. The minor abbreviation mismatch (white_bg vs white_background) and the mixed specificity of generation tool names prevent a perfect score.
13 tools is within a reasonable range and the core editing/analysis tools are well-scoped. The six specialized jewelry-generation tools make the set feel slightly broader than the generic 'image edit' server name suggests, but they do serve distinct output needs.
Core image workflows are covered: analyze, generate, edit, clean, crop, and expand. Minor gaps remain (e.g., arbitrary aspect-ratio changes and transparent-background output are not exposed as dedicated tools), though edit_image can approximate them.