F
licenseNot graded
qualityC
maintenanceMCP server that wraps OpenAI's gpt-image-2 image generation API, enabling image generation from text prompts, listing saved images, and loading images inline.
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Codex ImageGen MCP
by ShalomObongo
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TDQS
A4.5/5.0
Scored across 5 tools
Disambiguation5/5
Each tool has a unique purpose: generate_image creates new images, edit_image modifies existing ones, remove_background handles a specific transformation, auth_status checks state, and sign_in handles authentication. There is no overlap or ambiguity; an agent can reliably choose the right tool for the task.
Naming Consistency5/5
All tool names follow a consistent snake_case verb_noun pattern: generate_image, edit_image, remove_background, auth_status, sign_in. Even though auth_status is more of a state query, it fits the pattern well. The naming is predictable and easy to infer.
Tool Count5/5
Five tools is ideal for an image generation server. It covers creation, editing, a specific utility, plus auth and status checks—everything needed without unnecessary surface. The scope is clear and each tool earns its place.
Completeness5/5
The tool surface fully covers the domain: generation, editing, background removal, and authentication. There are no missing operations that would cause dead ends; users can create, modify, and manage sessions seamlessly. The lifecycle is complete for this server's intended functionality.
Maintenance
ActivityMaintained
ResponsivenessNo issues