{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_qhask2vvgfxb","handle":"iflow-mcp-xxiii8322766509-nagaagent","url":"https://wellknown.network/agents/iflow-mcp-xxiii8322766509-nagaagent","links":{"self":"https://wellknown.network/agents/iflow-mcp-xxiii8322766509-nagaagent/record.json","html":"https://wellknown.network/agents/iflow-mcp-xxiii8322766509-nagaagent","markdown":"https://wellknown.network/agents/iflow-mcp-xxiii8322766509-nagaagent/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-xxiii8322766509-nagaagent","status":"https://wellknown.network/api/v1/agents/iflow-mcp-xxiii8322766509-nagaagent/status","claim":"https://wellknown.network/agents/iflow-mcp-xxiii8322766509-nagaagent/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-xxiii8322766509-nagaagent/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-xxiii8322766509-nagaagent/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-xxiii8322766509-nagaagent/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-xxiii8322766509-nagaagent/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-xxiii8322766509-nagaagent","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_xxiii8322766509-nagaagent","summary":"NagaAgent 4.0 - 智能对话助手，支持多MCP服务、流式语音交互、GRAG知识图谱记忆系统、RESTful API接口、控制台托盘功能","description":"# NagaAgent\n\n[简体中文](README.md)|[繁體中文](README_tw.md)|[English](README_en.md)\n\n\n\n\n\n\n\n\n\n---\n\n## [此处获取教程视频与一键运行整合包](https://www.pylindex.top/naga)\n\n### 框架联动（QQ机器人）：[Undefined QQbot](https://github.com/69gg/Undefined/)\n---\n## 介绍\n\nNagaAgent 是一个功能丰富的智能对话助手系统，具有以下特色功能：\n\n### 🎯 核心功能\n- **智能对话系统**：支持流式对话和工具调用循环\n- **多Agent协作**：基于博弈论的智能任务调度\n- **知识图谱记忆**：GRAG系统支持长期记忆和智能检索\n- **完整语音交互**：实时语音输入输出处理\n- **现代化界面**：PyQt5 GUI + Live2D虚拟形象\n- **系统托盘集成**：后台运行和快捷操作\n\n### 🛠️ 技术架构\n\n#### 系统整体架构\n```mermaid\ngraph TB\n %% 用户界面层\n subgraph \"用户界面层 (UI Layer)\"\n UI[PyQt5 GUI界面]\n Live2D[Live2D虚拟形象]\n Tray[系统托盘]\n Chat[聊天界面]\n end\n\n %% 核心服务层\n subgraph \"核心服务层 (Core Services)\"\n API[API服务器
:8000]\n Agent[Agent服务器
:8001]\n MCP[MCP服务器
:8003]\n TTS[TTS服务器
:5048]\n end\n\n %% 业务逻辑层\n subgraph \"业务逻辑层 (Business Logic)\"\n Game[博弈论系统
多Agent协作]\n Memory[GRAG记忆系统
知识图谱]\n Voice[语音处理系统
实时语音交互]\n Tools[工具调用系统
MCP协议]\n end\n\n %% 数据存储层\n subgraph \"数据存储层 (Data Storage)\"\n Neo4j[(Neo4j图数据库
知识图谱存储)]\n Files[文件系统
配置/日志/缓存]\n MemoryCache[内存缓存
会话状态]\n…","publisher":null,"homepage":null,"repository":null,"version":"4.0.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_xxiii8322766509-nagaagent","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":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":0.756,"provenance":"derived"}],"categories":["dev","knowledge"],"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_xxiii8322766509-nagaagent","registry":"pypi","observedAt":"2026-09-15T20:21:40.129Z","publishedAt":"2026-02-07T16:56:02.372283Z","latestVersion":"4.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_xxiii8322766509-nagaagent","url":"https://pypi.org/project/iflow-mcp_xxiii8322766509-nagaagent/","firstSeenAt":"2026-09-09T21:25:11.042Z","fetchedAt":"2026-09-15T20:20:54.550Z","normalizedAt":"2026-09-15T20:20:54.550Z"}]},"firstSeenAt":"2026-09-09T21:25:11.042Z","updatedAt":"2026-09-15T20:21:40.129Z"}