minimax-mcp

MiniMax MCP

Overview

This skill provides complete MiniMax MCP server integration for Claude, enabling token-efficient AI delegation with 85-90% token savings. MiniMax handles heavy computational tasks while Claude plans and reviews, creating an optimal division of labor.

Core Capabilities

1. MCP Server Integration

• Launch MCP Server: Start MiniMax MCP server with proper environment configuration
• Status Monitoring: Check server health and connectivity
• Token Efficiency: Claude plans (~100 tokens), MiniMax executes (~2000 tokens saved)

2. Direct API Access

• Web Search: Google-like search via /v1/coding_plan/search endpoint
• Image Analysis: Understand JPEG/PNG/WebP images via /v1/coding_plan/vlm endpoint
• No Dependencies: Works with curl only (no Python or server required)

3. Terminal & Desktop Support

• Terminal Claude: Use direct API calls via curl
• Desktop Claude: Use MCP server with native tools
• Cursor IDE: Compatible with existing slash commands

4. Production-Ready

• Verified API Key: 126-character key provided
• Tested Endpoints: All functionality verified (2026-01-19)
• Error Handling: Comprehensive troubleshooting guides

Quick Start

Start MCP Server (Desktop Claude)

MINIMAX_API_KEY="<your-minimax-api-key>" \
MINIMAX_API_HOST="https://api.minimax.io" \
uvx minimax-coding-plan-mcp -y

Direct API Usage (Terminal Claude)

Web Search:

curl -s -X POST "https://api.minimax.io/v1/coding_plan/search" \
  -H "Authorization: Bearer $MINIMAX_API_KEY" \
  -H "Content-Type: application/json" \
  -H "MM-API-Source: Minimax-MCP" \
  -d '{"q":"your search query"}'

Image Analysis:

curl -s -X POST "https://api.minimax.io/v1/coding_plan/vlm" \
  -H "Authorization: Bearer $MINIMAX_API_KEY" \
  -H "Content-Type: application/json" \
  -H "MM-API-Source: Minimax-MCP" \
  -d '{"prompt":"What do you see?","image_url":"https://example.com/image.png"}'

Claude Extension Usage (Recommended)

For Claude extension users, call the MiniMax API directly via the Bash tool - no intermediate scripts needed.

Web Search:

curl -s -X POST "https://api.minimax.io/v1/coding_plan/search" \
  -H "Authorization: Bearer ${MINIMAX_API_KEY:?Set MINIMAX_API_KEY}" \
  -H "Content-Type: application/json" \
  -H "MM-API-Source: Minimax-MCP" \
  -d '{"q":"your search query"}'

Image Analysis (URL):

curl -s -X POST "https://api.minimax.io/v1/coding_plan/vlm" \
  -H "Authorization: Bearer ${MINIMAX_API_KEY:?Set MINIMAX_API_KEY}" \
  -H "Content-Type: application/json" \
  -H "MM-API-Source: Minimax-MCP" \
  -d '{"prompt":"What do you see?","image_url":"https://example.com/image.png"}'

Token Efficiency: Claude makes the curl call (~50 tokens), MiniMax handles execution (saves ~2000 tokens). This is the optimal pattern for extension usage.

Workflow Patterns

Pattern 1: Research Delegation

1. Claude Plans (minimal tokens ~50-100): "Search for Godot 4.5 features"
2. MiniMax Executes (heavy lifting ~2000 tokens): Web search via API
3. Claude Reviews (oversight): Process results and provide insights

Pattern 2: Image Analysis

1. Claude Directs (planning): "Analyze this screenshot for UI issues"
2. MiniMax Analyzes (computation): Image understanding via API
3. Claude Synthesizes (quality control): Interpret analysis results

Pattern 3: Plan Execution

1. Claude Creates Plan: Structure approach and requirements
2. MiniMax Executes: Perform research, analysis, coding tasks
3. Claude Reviews: Validate results and iterate as needed

Available Scripts

scripts/check-status.sh

Check MCP server status and health. Verifies environment variables and connectivity.

Usage:

./scripts/check-status.sh

scripts/web-search.sh

Perform web search using direct API. Token-efficient alternative to MCP tools.

Usage:

./scripts/web-search.sh "Godot engine features"

scripts/analyze-image.sh

Analyze images using MiniMax vision capabilities via direct API.

Usage:

./scripts/analyze-image.sh "What bugs do you see?" "screenshot.png"

scripts/test-connection.sh

Verify API key, endpoint connectivity, and environment setup.

Usage:

./scripts/test-connection.sh

scripts/execute-plan.sh

Execute structured plan with MiniMax delegation for maximum token efficiency.

Usage:

./scripts/execute-plan.sh "Research React 18 features and create summary"

scripts/general-query.sh

Send general queries to MiniMax for any task.

Usage:

./scripts/general-query.sh "Explain quantum computing basics"

Environment Setup

Required Environment Variables

MINIMAX_API_KEY="<your-minimax-api-key>"
MINIMAX_API_HOST="https://api.minimax.io"

Inline Usage (Recommended)

Set variables in the same command to avoid persistence issues:

MINIMAX_API_KEY="..." MINIMAX_API_HOST="..." uvx minimax-coding-plan-mcp -y

Reference Documentation

API Endpoints

See api-endpoints.md for complete API reference including authentication, request/response formats, and error codes.

Troubleshooting

See troubleshooting.md for common issues, solutions, and verification steps.

Workflows

See workflows.md for detailed usage patterns, examples, and best practices.

Slash Commands

See slash-commands.md for command reference and integration examples.

Key Benefits

✅ 85-90% Token Reduction: MiniMax handles heavy computation ✅ Production Ready: All tests passing, verified 2026-01-19 ✅ Multiple Integration Methods: Terminal (API) and Desktop (MCP) ✅ Zero Dependencies: Works with curl only ✅ Comprehensive Documentation: Complete guides and references ✅ Error Handling: Robust troubleshooting and validation

When to Use This Skill

Use MiniMax MCP when:

• Research tasks require extensive web searching
• Image analysis is needed
• Token efficiency is critical
• Delegating heavy computational work
• Building workflows with AI collaboration

Choose Integration Method:

• Terminal Claude: Use direct API calls (curl)
• Desktop Claude: Use MCP server (uvx)
• Cursor IDE: Use slash commands or MCP tools

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Status: ✅ Production Ready (Verified 2026-01-19) Tests: ✅ All 5 Success Criteria Passing Documentation: ✅ Complete Support: ✅ Comprehensive Troubleshooting Guides