Skip to main content
Glama

Image Tools - Background Removal, Upscaling & Face Restoration

by io.github.fasuizu-br
OverviewDiscussionsAdmin

Server Details

Background removal, 4x upscaling, and face restoration via GPU

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status
Unhealthy
Uptime
0.0% over 43 days
Last Tested
Transport
Streamable HTTP
URL
Repository
fasuizu-br/speech-ai-examples
GitHub Stars
0

TDQS

A4.3/5.0

Scored across 4 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no overlap: check_image_service monitors API health, remove_background segments images, restore_face enhances facial features, and upscale_image increases resolution. The descriptions specify different models (BiRefNet, GFPGAN, Real-ESRGAN) and use cases, making misselection unlikely.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern with snake_case: check_image_service, remove_background, restore_face, and upscale_image. This uniformity makes the set predictable and easy to understand, with no deviations in style or convention.

Tool Count5/5

With 4 tools, the server is well-scoped for its purpose of image processing tasks like background removal, upscaling, and face restoration. Each tool earns its place by covering a core functionality without being overly sparse or bloated, aligning with typical tool counts for such domains.

Completeness4/5

The tool set covers the main advertised capabilities (background removal, upscaling, face restoration) and includes a health check, but there are minor gaps. For example, no tool handles basic image transformations (e.g., cropping, resizing) or format conversions, which agents might need to work around, though core workflows are well-supported.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • Changedremove_background1 field changed
      • addedInput schema / properties / image_base64 / maxLength
        Added value: +20000000
    • Changedrestore_face1 field changed
      • addedInput schema / properties / image_base64 / maxLength
        Added value: +20000000
    • Changedupscale_image1 field changed
      • addedInput schema / properties / image_base64 / maxLength
        Added value: +20000000
  2. 4 tool updates
    • First observedcheck_image_service
    • First observedremove_background
    • First observedrestore_face
    • First observedupscale_image

Related MCP Connectors

Related MCP Servers

Try in Browser
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources