{"id":"minimax-ai-minimax-coding-plan-mcp","name":"MiniMax-Coding-Plan-MCP","af_score":52.8,"security_score":53.2,"reliability_score":20.0,"what_it_does":"Provides a Python MCP (Model Context Protocol) server with coding-plan specific tools, including web search and image understanding, intended to be used by MCP-compatible coding assistants via stdio (local) or SSE (network/cloud) transports.","best_when":"You want coding-assistant workflows to call MCP tools for web_search and understand_image with minimal client-side setup.","avoid_when":"You need fine-grained operational guarantees (SLA/uptime), detailed rate-limit semantics, or comprehensive error/retry specifications.","last_evaluated":"2026-03-30T15:24:01.539367+00:00","has_mcp":true,"has_api":false,"auth_methods":["API key via MINIMAX_API_KEY"],"has_free_tier":false,"known_gotchas":["API host must match the region of the API key (Global vs Mainland), otherwise 'Invalid API key' occurs.","Claude Desktop on Windows may require enabling Developer Mode.","If using uvx via MCP clients, ensure the correct uvx command/path is available (uvx ENOENT troubleshooting).","SSE transport notes recommend using URLs for input when deployed in the cloud."],"error_quality":null}