{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_pkzzngbxr3rb","handle":"iflow-mcp-minimax-ai-minimax-search","url":"https://wellknown.network/agents/iflow-mcp-minimax-ai-minimax-search","links":{"self":"https://wellknown.network/agents/iflow-mcp-minimax-ai-minimax-search/record.json","html":"https://wellknown.network/agents/iflow-mcp-minimax-ai-minimax-search","markdown":"https://wellknown.network/agents/iflow-mcp-minimax-ai-minimax-search/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-minimax-ai-minimax-search","status":"https://wellknown.network/api/v1/agents/iflow-mcp-minimax-ai-minimax-search/status","claim":"https://wellknown.network/agents/iflow-mcp-minimax-ai-minimax-search/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-minimax-ai-minimax-search/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-minimax-ai-minimax-search/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-minimax-ai-minimax-search/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-minimax-ai-minimax-search/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-minimax-ai-minimax-search","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_minimax-ai_minimax-search","summary":"MiniMax Search MCP Server - 强大的网页搜索和浏览工具（标准 MCP 实现）","description":"# MiniMax Search MCP Server\n\n[English Doc](./README.md) | [Chinese Doc](./README_zh.md)\n\nMiniMax Search is an MCP (Model Context Protocol) server that provides web search and browsing capabilities.\n\n## 🔧 Version Notes\n\nThis project uses the **standard MCP Server protocol**, compliant with MCP specifications:\n- ✅ Complete `list_tools()` implementation\n- ✅ Complete `call_tool()` implementation  \n- ✅ Standard `stdio_server()` communication\n\n## Features\n\n- 🔍 **Multi-Engine Search**: Supports Google search engine\n- 🚀 **Parallel Search**: Native support for parallel multi-query search\n- 🌐 **Batch Browsing**: Support for batch browsing of multiple URLs\n- 🤖 **Intelligent Understanding**: Uses MiniMax LLM to understand web content and answer questions\n- 🎯 **Advanced Search**: Supports Google advanced search syntax\n- 🔄 **Auto Fallback**: Automatically switches to other engines when search fails\n\n## Quick Start\n\n### Install via Git (Recommended)\n\n```bash\n# Run directly from Git repository\nuvx --from git+ssh://git@github.com:MiniMax-AI/minimax_search.git minimax-search \n```\n\n### Install via Local Path (Development)\n\n```bash\n# Run from local directory\nuvx --from /xxx/minimax_search minimax-search\n```\n\n### MCP Client Configuration\n\nAdd to your MCP client configuration file (e.g., `mcp.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"minimax_search\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"--from\",\n        \"git+ssh://git@github.com:MiniMax-AI/minimax_search.git\",\n        \"minimax-search\"\n      ],\n      \"env\": {\n        \"MINIMAX_API_KEY\": \"your_minimax_api_key\",\n        \"SERPER_API_KEY\": \"your_serper_api_key\",\n        \"JINA_API_KEY\": \"your_jina_api_key\"\n      }\n    }\n  }\n}\n```\n\n## Available Tools\n\n### 1. search - Parallel Web Search\n\nSearch multiple queries simultaneously, returning brief results (title, URL, snippet).\n\n**Parameters**:\n- `queries` (array of strings, required): List of queries, supports Google advanced search syntax\n\n**Supported Search Engines**:\n- Googl…","publisher":null,"homepage":null,"repository":null,"version":"1.0.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_minimax-ai_minimax-search","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"data.web-search","name":"Web Search","confidence":1,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"}],"categories":["data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_minimax-ai_minimax-search","registry":"pypi","observedAt":"2026-09-15T19:23:17.714Z","publishedAt":"2026-01-28T02:32:29.395355Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_minimax-ai_minimax-search","url":"https://pypi.org/project/iflow-mcp_minimax-ai_minimax-search/","firstSeenAt":"2026-09-09T20:24:13.210Z","fetchedAt":"2026-09-15T19:21:48.439Z","normalizedAt":"2026-09-15T19:21:48.439Z"}]},"firstSeenAt":"2026-09-09T20:24:13.210Z","updatedAt":"2026-09-15T19:23:17.714Z"}