{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_c65cahxaqytw","handle":"data-analysis-mcp","url":"https://wellknown.network/agents/data-analysis-mcp","links":{"self":"https://wellknown.network/agents/data-analysis-mcp/record.json","html":"https://wellknown.network/agents/data-analysis-mcp","markdown":"https://wellknown.network/agents/data-analysis-mcp/record.md","api":"https://wellknown.network/api/v1/agents/data-analysis-mcp","status":"https://wellknown.network/api/v1/agents/data-analysis-mcp/status","claim":"https://wellknown.network/agents/data-analysis-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/data-analysis-mcp/claim.json","badge":"https://wellknown.network/agents/data-analysis-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/data-analysis-mcp/history","tools":"https://wellknown.network/api/v1/agents/data-analysis-mcp/tools"},"ard":{"identifier":"urn:air::server:data-analysis-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"data-analysis-mcp","summary":"数据分析MCP服务","description":"# 数据分析MCP服务\n\n这是一个基于MCP(Model Control Panel)框架的数据分析服务，提供数据分析和公司信息查询功能。\n\n## 功能\n\n- 公司算账经营数据分析\n- 公司信息查询\n\n## 环境要求\n\n- Python 3.8+\n- UV包管理器\n\n## 安装\n1. 克隆仓库:\n\n```bash\ngit clone https://github.com/yourusername/data_analysis_mcp.git\ncd data_analysis_mcp\n```\n\n2. 使用UV创建虚拟环境并安装依赖:\n\n```bash\nuv venv\nsource .venv/bin/activate  # Linux/Mac\n# 或\n.venv\\Scripts\\activate  # Windows\n\nuv pip install -e .\n```\n\n## 配置\n\n1. 复制环境变量示例文件并修改:\n\n```bash\ncp .env.example .env\n```\n\n2. 编辑`.env`文件，设置你的环境变量:\n\n```\nOPENAI_API_KEY=your_api_key_here\n```\n\n## 运行\n\n```bash\npython run.py\n```\n\n## 打包\n\n使用UV打包应用:\n\n```bash\nuv pip build\n```\n\n这将在`dist`目录下生成wheel包。\n\n## 部署\n\n安装生成的wheel包:\n\n```bash\nuv pip install dist/data_analysis_mcp-0.1.0-py3-none-any.whl\n```\n\n## 使用Docker部署\n\n1. 构建Docker镜像:\n\n```bash\ndocker build -t data-analysis-mcp:latest .\n```\n\n2. 运行容器:\n\n```bash\ndocker run -p 8000:8000 -e OPENAI_API_KEY=your_api_key_here data-analysis-mcp:latest\n```\n\n## 接口文档\n\n### 分析数据\n\n```python\nanalyze_data(query: str) -> dict\n```\n\n参数:\n- query: 用户的查询内容，例如\"请分析1-6月份边际贡献最高的5家分公司\"\n\n### 查询公司信息\n\n```python\nquery_company_info(query: str) -> str\n```\n\n参数:\n- query: 用户的查询内容，例如\"欧冶金诚服务有限公司\"\n\n## 许可证\n\n[MIT](LICENSE)","publisher":null,"homepage":null,"repository":null,"version":"0.1.8","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:data-analysis-mcp","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":0.745,"provenance":"derived"}],"categories":["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":"data-analysis-mcp","registry":"pypi","observedAt":"2026-09-15T12:25:40.907Z","publishedAt":"2025-04-18T05:34:12.798251Z","latestVersion":"0.1.8"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"data-analysis-mcp","url":"https://pypi.org/project/data-analysis-mcp/","firstSeenAt":"2026-09-09T13:21:22.225Z","fetchedAt":"2026-09-15T12:24:44.218Z","normalizedAt":"2026-09-15T12:24:44.218Z"}]},"firstSeenAt":"2026-09-09T13:21:22.225Z","updatedAt":"2026-09-15T12:25:40.907Z"}