Repository
shinpr/mcp-image agent skills
- skill
- 1
- GitHub stars
- 171
GitHub description: “MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Supports Nano Banana (Gemini), OpenAI GPT Image, and BytePlus Seedream.”
- Stars
- 171 (39 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Aug 2025
- gemini
- image-generation
- mcp-server
- codex
- claude-code
- generative-ai
- mcp
- agent-skills
- ai-tools
- image-editing
- model-context-protocol
- prompt-optimization
- gpt-image-2
- seedream
- nano-banana
- gpt-image-2-5
Install all skills
npx skills add shinpr/mcp-imageAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in shinpr/mcp-image, ranked
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Optimizes image generation prompts using Subject-Context-Style structure. | shinpr/ | 171 | — | ~1.5k | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in shinpr/mcp-image?
Image Generation from shinpr/mcp-image ranks first of the 1 skills in shinpr/mcp-image listed here, with the highest score: its repository has 171 GitHub stars, its SKILL.md loads about 1.5k tokens and it passes the automated safety check with no findings.
Are the skills in shinpr/mcp-image official?
None yet. All 1 skills in shinpr/mcp-image listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from shinpr/mcp-image?
Run npx skills add shinpr/mcp-image in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.