minimax-mcp-usage
Optimal patterns for MiniMax MCP tools (web_search + understand_image)
npx skills add majiayu000/claude-skill-registry --skill minimax-mcp-usage --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
**ultrathink** - Take a deep breath. We're not here to write code. We're here to make a dent in the universe. ## The Vision MiniMax queries should be lean, accurate, and decisive. ## Your Work, Step by Step 1. **Choose tool**: web_search vs understand_image. 2. **Craft query**: Specific, time-bound, and focused. 3. **Run analysis**: Collect results with minimal noise. 4. **Synthesize**: Convert outputs into clear guidance. ## Ultrathink Principles in Practice - **Think Different**: Use the lowest-cost path to truth. - **Obsess Over Details**: Precision in queries matters. - **Plan Like Da Vinci**: Decide intent before search. - **Craft, Don't Code**: Keep results actionable. - **Iterate Relentlessly**: Refine queries until clear. - **Simplify Ruthlessly**: Cut vague or broad requests. # MiniMax MCP Usage Patterns (v2.24) This skill documents optimal usage patterns for MiniMax MCP tools. ## Available Tools ### 1. mcp__MiniMax__web_search **Purpose:** Web search with 8% cost of alternatives **Input:** ```yaml query: string # 3-5 keywords, include year for recent topics ``` **Output:** ```json { "organic": [{ "title", "link", "snippet", "date" }], "related_searches": [{ "query" }] } `
- The Vision
- Your Work, Step by Step
- Ultrathink Principles in Practice
- Available Tools
- 1. mcpMiniMaxwebsearch
- 2. mcpMiniMaxunderstandimage
- Integration with Ralph Loop
- Cost Analysis
- When NOT to Use
- Troubleshooting
What does the minimax-mcp-usage skill do?
Optimal patterns for MiniMax MCP tools (web_search + understand_image)
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill minimax-mcp-usage --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.