bailian-tools-mcp
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- FlicenseNot gradedqualityAmaintenanceEnables MCP clients such as Claude Desktop, Cursor, and Windsurf to perform web searches and analyze images through MiniMax APIs, returning structured search results and AI-generated answers about images from URLs or local files. It is tailored for coding-plan users working in code development workflows.-
- FlicenseNot gradedqualityAmaintenanceEnables coding-plan users to add AI-powered web search and image understanding to MCP clients, returning search results and analyzing images from URLs or local files via text prompts for development workflows.-
- FlicenseNot gradedqualityAmaintenanceEnables MCP clients like Claude Desktop, Cursor, and Windsurf to run web searches with structured results and analyze images via AI vision from URLs or local files. It integrates these coding-focused tools directly into development workflows through a regional API key and host configuration.-
- FlicenseNot gradedqualityAmaintenanceEnables coding-plan users to perform AI-powered web searches and analyze images through MCP clients, returning structured search results and prompt-based image understanding for code development workflows.-
- FlicenseNot gradedqualityAmaintenanceEnables coding-plan users to run web searches that return organic results plus related queries, and to analyze images from URLs or local files using an AI vision model driven by text prompts. It plugs these tools into MCP clients such as Claude Desktop, Cursor, Windsurf, and OpenAI Agents to support code development workflows.-
TDQS
Scored across 5 tools
Each tool has a distinct role: web_search (query the web), web_extract (read specific URLs), code_interpreter (execute Python), image_search (reverse image lookup), and text_to_image_search (find images from a description). The only mild confusion is between image_search and text_to_image_search, but the descriptions clarify that one is reverse lookup and the other is description-based discovery.
Naming is mostly snake_case with verb_noun structure (web_search, web_extract, image_search). Minor deviations exist: code_interpreter is a noun with no verb, and text_to_image_search adds a direction word, but the set remains readable and predictable.
Five tools is a well-scoped set for the server's purpose of exposing Model Studio's built-in capabilities. Each tool maps to a distinct underlying capability, with no redundant or filler entries.
The surface covers the core Model Studio tools: search, extract, code execution, reverse image lookup, and text-to-image search. Minor gaps could include browsing/crawling or structured data extraction, but agents can work around these with the existing search and extract tools.