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Gamelabs Studio

https://server.smithery.ai/macuseri686/gamelabstudio/mcp
● healthy

Gamelabs Studio offers an AI-powered sprite generator and animation tool designed for game developers. This tool enables users to generate transparent artwork, spritesheets, and multi-view assets. Users can describe an image to generate and also upload reference images for application in different visual angles. The tool also facilitates the animation of sprites using the created images. Once animated, users can then export their work to sprite sheets configured for transparency, grid, frames per second (FPS), and padding. This tool is compatible with various game engines including Unity, Godot, Unreal, GameMaker, and Construct. Gamelabs Studio maintains an end-to-end transparent workflow for the production of clean assets.The tool accommodates iin-depth asset management, allowing users to manage, edit, and export their generated assets directly from the platform. It provides a comprehensive asset creation workflow, right from concept development to game-ready sprite sheets. Gamelabs places control in the hands of the user by permitting dynamic and loopable animation generation. It ensures pixel-perfect native resolution, full control over sprite sheet exports, and consistent visualization from all viewing angles. It also allows generation of non-transparent assets like map tiles and textures. Gamelabs offers an integrated, full-featured professional grade image editor allowing users to efficiently alter their creations.

Transport
streamable-http
Auth
smithery_api_key
Cost
—
Protocol revision
2025-06-18
negotiated, not declared

MCP readiness

B · 81/100

Readiness is how fully this listing follows its protocol and how it behaved in our probes over 30 days. It is shown for reference and does not move it in search. Search order and leaderboards use the separate quality grade (here C+, 70.0/100), which weighs availability, conformance, p95 speed and descriptor. How the two differ

Valid MCP handshake 10/10 initialize and tools/list both answered.
Live MCP endpoint 25/25 Endpoint answers the MCP initialize handshake (2102 ms).
Protocol revision 6/10 Speaks MCP 2025-06-18, 2 revision(s) behind 2026-07-28.
Signed descriptor n/a No MCP standard defines a signed server descriptor.
Uptime (30 days) 14.5/15 29/30 probes succeeded over 30 days (97%).
Tool declaration 10/10 Lists 26 tool(s) with descriptions.
Verified identity 5/10 Publisher declared (repository, package or homepage); claim this listing to verify domain control.
Freshness + modern flags 0/5 not seen in a source for over 30 days.
Auth declaration 2/5 Declares credential scheme: smithery_api_key.
Applicable criteria total 90 points, scaled to 100.
Responsiveness: Responsive (2102 ms; bands ≤2.5 s, ≤5 s, ≤8 s, slower; penalty only).
Measured 2026-11-11.
Nine criteria, the same as the A2A readiness score, read from our daily MCP probe (initialize + tools/list) and 30-day probe history. No MCP standard defines a signed server descriptor, so that criterion is n/a and the other 90 points are scaled to 100. Grades: A>=90, B>=75, C>=60, D>=40, F<40. Display only: search order uses the quality grade.

Compared with peers

Against 53,039 reachable MCP servers in our daily snapshot (2026-11-12 06:46 UTC). Display only; it does not change search order.

Readiness
Higher than 50% of peers
This listing 81 · peer median 81
Latency
Faster than 44% of peers
This listing 371 ms · peer median 326 ms

Where it loses the most points, and how to win them back

  • Verified identity −5 — Claim the listing and prove control of its domain.
    Now: Publisher declared (repository, package or homepage); claim this listing to verify domain control.
  • Freshness + modern flags −5 — Keep the listing current in the registry or source it comes from.
    Now: not seen in a source for over 30 days.
  • Protocol revision −4 — Support the current protocol revision.
    Now: Speaks MCP 2025-06-18, 2 revision(s) behind 2026-07-28.

How many agent tools actually work · All statistics

Listed in

Directories this entry was found in.

How to connect

MCP endpoint (streamable-http)
https://server.smithery.ai/macuseri686/gamelabstudio/mcp
JSON-RPC initialize probe
curl -X POST https://server.smithery.ai/macuseri686/gamelabstudio/mcp \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'
Homepage
https://gamelabstudio.co/ai-sprite-sheet-generator
Listed at (smithery)
https://gamelabstudio.co/ai-sprite-sheet-generator