{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_w33s3p9z9uwx","handle":"minimax-qa-mcp","url":"https://wellknown.network/agents/minimax-qa-mcp","links":{"self":"https://wellknown.network/agents/minimax-qa-mcp/record.json","html":"https://wellknown.network/agents/minimax-qa-mcp","markdown":"https://wellknown.network/agents/minimax-qa-mcp/record.md","api":"https://wellknown.network/api/v1/agents/minimax-qa-mcp","status":"https://wellknown.network/api/v1/agents/minimax-qa-mcp/status","claim":"https://wellknown.network/agents/minimax-qa-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/minimax-qa-mcp/claim.json","badge":"https://wellknown.network/agents/minimax-qa-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/minimax-qa-mcp/history","tools":"https://wellknown.network/api/v1/agents/minimax-qa-mcp/tools"},"ard":{"identifier":"urn:air::server:minimax-qa-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"minimax-qa-mcp","summary":"QA agent service 集合","description":"# QA - agent service 集合\n\n## 项目结构\n- `server.py`: MCP接口定义和服务启动入口\n- `src/`: 核心功能模块实现\n- `conf/`: 配置文件\n- `utils/`: 工具函数\n- `logs/`: 日志文件夹\n\n## 功能特性\n1. 天气服务(demo)：\n   - 获取美国各州天气警报信息\n   - 基于经纬度获取天气预报\n\n2. 日志检索服务：\n   - 从Grafana获取各业务服务的日志\n   - 支持按关键字、时间等条件筛选\n   - 支持获取服务接口列表\n\n## 环境配置与启动\n\n项目现在使用ux进行构建和打包，提供了多种安装运行方式。\n\n### 1. 从PyPI安装\n\n```shell\n# 直接从PyPI安装\npip install minimax-qa-mcp\n\n# 运行服务\nminimax-qa-mcp\n```\n\n### 2. 开发模式\n\n```shell\n# 安装依赖\npip install ux\npip install -r requirements.txt\n\n# 开发模式运行\nbash run.sh\n# 或\nux run\n```\n\n### 3. 构建与发布\n\n```shell\n# 构建项目\nbash build.sh\n\n# 发布到PyPI\nbash publish.sh\n```\n\n### 4. 查看启动\n```\n本地生成 log/agent_log.log文件，且打印 \nINFO:     Uvicorn running on http://0.0.0.0:8888 (Press CTRL+C to quit)\n```\n\n### 5. 集成到MCP客户端\n\n#### curl\n ```shell\nhttp://0.0.0.0:8888/sse\n ```\n\n#### Python模块方式\n```shell\npython -m minimax_qa_mcp.server\n```\n\n#### Claude Desktop 配置\n```json\n{\n    \"agent_name\": {\n      \"command\": \"minimax-qa-mcp\",\n      \"args\": [\"--host\", \"0.0.0.0\", \"--port\", \"8888\"]\n    }\n}\n```\n\n## API 说明\n\n### 天气服务(demo)\n- `get_alerts(state)`: 获取指定州的天气警报\n- `get_forecast(latitude, longitude)`: 获取指定位置的天气预报\n\n### 日志服务\n- `get_grafana_data(scene, psm, msg, from_time, to_time)`: 获取业务的grafana日志\n- `get_top_methods(scene, psm)`: 获取服务存在调用的接口列表\n- `get_http_data(scene, psm, api_path, from_time, to_time)`: 获取业务http接口流量日志\n- `query_code_segments(query, query_type, limit, exact, advanced, depth, direction, output)`: 查询代码片段\n- `gen_case(input_data, pwd)`: 生成link_case\n- `get_weaviate_info(input_data)`: 获取业务相关信息","publisher":null,"homepage":null,"repository":null,"version":"0.2.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:minimax-qa-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":"code.testing","name":"Testing","confidence":0.969,"provenance":"derived"},{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.768,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.745,"provenance":"derived"}],"categories":["code","dev"],"language":"fr"},"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":"minimax-qa-mcp","registry":"pypi","observedAt":"2026-10-28T15:26:22.180Z","publishedAt":"2025-05-09T11:37:45.878613Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"minimax-qa-mcp","url":"https://pypi.org/project/minimax-qa-mcp/","firstSeenAt":"2026-09-10T06:23:14.498Z","fetchedAt":"2026-10-28T15:25:28.591Z","normalizedAt":"2026-10-28T15:25:28.591Z"}]},"firstSeenAt":"2026-09-10T06:23:14.498Z","updatedAt":"2026-10-28T15:26:22.180Z"}