{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7dzg4wuvcs88","handle":"fullscope-mcp-server","url":"https://wellknown.network/agents/fullscope-mcp-server","links":{"self":"https://wellknown.network/agents/fullscope-mcp-server/record.json","html":"https://wellknown.network/agents/fullscope-mcp-server","markdown":"https://wellknown.network/agents/fullscope-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/fullscope-mcp-server","status":"https://wellknown.network/api/v1/agents/fullscope-mcp-server/status","claim":"https://wellknown.network/agents/fullscope-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/fullscope-mcp-server/claim.json","badge":"https://wellknown.network/agents/fullscope-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/fullscope-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/fullscope-mcp-server/tools"},"ard":{"identifier":"urn:air::server:fullscope-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_yzfly_fullscope-mcp-server","summary":"FullScope-MCP: 内容总结运营 MCP Server，支持网页抓取、文件读取、内容总结、主题汇总等功能","description":"# FullScope-MCP\n\n> 内容总结运营 MCP Server，支持网页抓取、文件读取、内容总结、主题汇总等功能\n\n<a href=\"https://glama.ai/mcp/servers/@yzfly/fullscope-mcp-server\">\n  <img width=\"380\" height=\"200\" src=\"https://glama.ai/mcp/servers/@yzfly/fullscope-mcp-server/badge\" alt=\"FullScope-MCP MCP server\" />\n</a>\n\n## 🌟 功能特性\n\nFullScope-MCP 是一个功能全面的 Model Context Protocol (MCP) 服务器，专门用于内容总结和运营场景。支持以下核心功能：\n\n1. **🤖 模型调用**: 直接调用大语言模型进行回答\n2. **🌐 网页抓取**: 抓取网页内容，可选保存为 txt 文本文件  \n3. **📝 内容总结**: 将任意内容总结为指定长度（默认原来的 20%，脱水版）\n4. **🔗 网页总结**: 获取网页内容并自动总结为精炼版本\n5. **📄 文本文件总结**: 读取 txt 等格式的文本文件并总结内容（限制返回 2k 字符）\n6. **📚 PDF 文件总结**: 读取 PDF 文件并总结文本内容（限制返回 2k 字符）\n7. **🎯 主题汇总**: 类似 RAG 功能，给定资料内容和查询主题，返回最相关的内容总结（2k 字符内）\n\n## 📦 安装\n\n### 使用 uvx 安装（推荐）\n\n```bash\nuvx fullscope-mcp-server\n```\n\n### 使用 pip 安装\n\n```bash\npip install fullscope-mcp-server\n```\n\n### 从源码安装\n\n```bash\ngit clone https://github.com/yzfly/fullscope-mcp\ncd fullscope-mcp\npip install -e .\n```\n\n## ⚙️ 配置\n\n### 环境变量配置\n\n在使用之前，需要配置以下环境变量：\n\n#### 必需配置\n\n```bash\n# MiniMax API Key（必需）\nexport OPENAI_API_KEY=\"your-minimax-api-key\"\n```\n\n#### 可选配置\n\n```bash\n# API 基础 URL（默认使用 MiniMax）\nexport OPENAI_BASE_URL=\"https://api.minimaxi.com/v1\"\n\n# 使用的模型（默认 MiniMax-M1）\nexport OPENAI_MODEL=\"MiniMax-M1\"\n\n# 输入上下文最大 token 数（默认 120000）\nexport MAX_INPUT_TOKENS=\"120000\"\n\n# 输出上下文最大 token 数（默认 8000）  \nexport MAX_OUTPUT_TOKENS=\"8000\"\n```\n\n### Claude Desktop 配置\n\n在 Claude Desktop 中使用时，请添加以下配置到 `claude_desktop_config.json`：\n\n```json\n{\n  \"mcpServers\": {\n    \"fullscope-mcp\": {\n      \"command\": \"uvx\",\n      \"args\": [\"fullscope-mcp-server\"],\n      \"env\": {\n        \"OPENAI_API_KEY\": \"your-minimax-api-key-here\",\n        \"OPENAI_BASE_URL\": \"https://api.minimaxi.com/v1\",\n        \"OPENAI_MODEL\": \"MiniMax-M1\",\n        \"MAX_INPUT_TOKENS\": \"900000\",\n        \"MAX_OUTPUT_TOKENS\": \"8000\"\n      }\n    }\n  }\n}\n```\n\n或者使用 pip 安装版本：\n\n```json\n{\n  \"mcpServers\": {\n    \"fullscope-mcp\": {\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"fullscope_mcp_server\"],\n      \"env\": {\n        \"OPENAI_API_KEY\": \"your-minimax-api-key-here\",\n …","publisher":null,"homepage":"https://github.com/yzfly/fullscope-mcp#readme","repository":"https://github.com/yzfly/fullscope-mcp/issues","version":"1.0.1","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp","content","summarization","web-scraping","ai"],"pricing":null,"endpoints":[{"url":"pypi:fullscope-mcp-server","type":"package_pypi","auth":null,"probeable":false},{"url":"pypi:iflow-mcp_yzfly_fullscope-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"content.writing","name":"Writing & Editing","confidence":1,"provenance":"declared"},{"slug":"data.web-scraping","name":"Web Scraping","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["content","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_yzfly_fullscope-mcp-server","registry":"pypi","observedAt":"2026-09-15T20:21:42.090Z","publishedAt":"2025-12-29T07:11:05.923936Z","latestVersion":"1.0.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_yzfly_fullscope-mcp-server","url":"https://pypi.org/project/iflow-mcp_yzfly_fullscope-mcp-server/","firstSeenAt":"2026-09-09T21:25:19.431Z","fetchedAt":"2026-09-15T20:21:02.916Z","normalizedAt":"2026-09-15T20:21:02.916Z"},{"source":"pypi","key":"fullscope-mcp-server","url":"https://pypi.org/project/fullscope-mcp-server/","firstSeenAt":"2026-09-09T16:23:05.678Z","fetchedAt":"2026-09-15T15:22:25.681Z","normalizedAt":"2026-09-15T15:22:25.681Z"}]},"firstSeenAt":"2026-09-09T16:23:05.678Z","updatedAt":"2026-09-15T20:21:42.090Z"}