{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hvdezw96a2u6","handle":"iflow-mcp-rmmargt-searchapi-mcp-agent","url":"https://wellknown.network/agents/iflow-mcp-rmmargt-searchapi-mcp-agent","links":{"self":"https://wellknown.network/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/record.json","html":"https://wellknown.network/agents/iflow-mcp-rmmargt-searchapi-mcp-agent","markdown":"https://wellknown.network/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-rmmargt-searchapi-mcp-agent","status":"https://wellknown.network/api/v1/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/status","claim":"https://wellknown.network/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-rmmargt-searchapi-mcp-agent/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-rmmargt-searchapi-mcp-agent","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_rmmargt-searchapi-mcp-agent","summary":"A SearchAPI MCP Agent with A2A support","description":"# SearchAPI MCP Agent with A2A 支持 | SearchAPI MCP Agent with A2A Support\n\n一个基于 Agent-to-Agent (A2A) 协议的 SearchAPI 代理，通过 Model Context Protocol (MCP) 系统集成了多种搜索 API 工具。\n\nAn Agent-to-Agent (A2A) protocol based SearchAPI agent that integrates various search API tools through the Model Context Protocol (MCP) system.\n\n## 更新说明 | Update Notes\n\n**2024 更新**: \n- 修复了导入路径问题：从 samples.python.agents 导入修改为直接从当前目录导入\n- 修复了 a2a_common 导入问题：修改为从 common 模块导入\n- 移除了 a2a_common 依赖安装需求\n\n**2024 Updates**:\n- Fixed import path issues: Changed from samples.python.agents imports to direct imports from the current directory\n- Fixed a2a_common import issues: Changed to import from the common module\n- Removed a2a_common dependency installation requirements\n\n## 概述 | Overview\n\nSearchAPI-MCP-Agent 实现了 A2A 协议和 Model Context Protocol，将各种搜索操作封装为工具和资源。它作为 AI 助手和搜索服务之间的桥梁，支持地图搜索、航班查询、酒店预订等多种功能。\n\nSearchAPI-MCP-Agent implements the A2A protocol and Model Context Protocol, encapsulating various search operations as tools and resources. It serves as a bridge between AI assistants and search services, supporting map search, flight queries, hotel bookings, and more.\n\n## SearchAPI Agent 核心特性 | Core Features\n\n- **多MCP配置支持** - 作为MCP客户端，可以同时连接和配置多个MCP服务器，扩展可用的工具集\n  **Multiple MCP Configuration** - As an MCP client, can connect to and configure multiple MCP servers simultaneously, expanding the available toolset\n- **动态工具发现** - 自动发现和加载MCP服务器提供的工具列表，无需手动配置\n  **Dynamic Tool Discovery** - Automatically discovers and loads tool lists provided by MCP servers without manual configuration\n- **智能LLM路由** - 使用Gemini模型自动将自然语言查询路由到合适的工具并提取参数，确保调用成功\n  **Intelligent LLM Routing** - Uses Gemini model to automatically route natural language queries to appropriate tools and extract parameters, ensuring successful invocation\n- **实时状态反馈** - 通过A2A协议向Host Agent提供实时的工具执行状态更新和流式响应\n  **Real-time Status Feedback** - Provides real-time tool execution status updates and streaming responses to the Host Agent via A2A protocol\n- **错误处理和恢复** - 自动处…","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_rmmargt-searchapi-mcp-agent","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":"ai.agent-discovery","name":"Agent Discovery","confidence":0.882,"provenance":"derived"},{"slug":"commerce.travel","name":"Travel & Booking","confidence":0.779,"provenance":"derived"}],"categories":["ai","commerce"],"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_rmmargt-searchapi-mcp-agent","registry":"pypi","observedAt":"2026-11-03T08:28:13.204Z","publishedAt":"2026-02-06T17:49:20.008580Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_rmmargt-searchapi-mcp-agent","url":"https://pypi.org/project/iflow-mcp_rmmargt-searchapi-mcp-agent/","firstSeenAt":"2026-09-09T20:25:35.106Z","fetchedAt":"2026-11-03T08:27:02.851Z","normalizedAt":"2026-11-03T08:27:02.851Z"}]},"firstSeenAt":"2026-09-09T20:25:35.106Z","updatedAt":"2026-11-03T08:28:13.204Z"}