ultimate-image-gen-mcp: Ultimate Gemini 3.1 Flash Image MCP server with 4K generation, Google Search grounding, reference images

by nikships · MCP Server · ★ 14

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Security audit verdict: SAFE · quality 75/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

geminigemini-3-pronanobanana

Quick Facts

Stars14
Forks3
LanguagePython
CategoryMCP Server
Quality Score75/100
Last Updated2026-09-23
Created2025-10-25
Platformsgemini, mcp, python
Est. Tokens~17k

About ultimate-image-gen-mcp

Ultimate Gemini 3.1 Flash Image MCP server with 4K generation, Google Search grounding, reference images (up to 14), and thinking mode. Professional image generation made simple.

Compatible Skills

These tools work well together with ultimate-image-gen-mcp for enhanced workflows:

  • gemini-2-podcast — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (62%)

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    MCP-X 是一个**企业级 AI 中台**,集成了 AI 对话、文案生成、视频生成、图片生成、前端应用构建、MCP市场、Agent智能体等多种创作工具,为企业和开发者提供一站式的 AIGC 工作台解决方案。

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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