{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gzfuw8tqe5sc","handle":"rednote-analyzer-mcp","url":"https://wellknown.network/agents/rednote-analyzer-mcp","links":{"self":"https://wellknown.network/agents/rednote-analyzer-mcp/record.json","html":"https://wellknown.network/agents/rednote-analyzer-mcp","markdown":"https://wellknown.network/agents/rednote-analyzer-mcp/record.md","api":"https://wellknown.network/api/v1/agents/rednote-analyzer-mcp","status":"https://wellknown.network/api/v1/agents/rednote-analyzer-mcp/status","claim":"https://wellknown.network/agents/rednote-analyzer-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/rednote-analyzer-mcp/claim.json","badge":"https://wellknown.network/agents/rednote-analyzer-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/rednote-analyzer-mcp/history","tools":"https://wellknown.network/api/v1/agents/rednote-analyzer-mcp/tools"},"ard":{"identifier":"urn:air::server:rednote-analyzer-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"rednote-analyzer-mcp","summary":"An MCP server that enables LLMs to analyze, understand, and generate RedNote (小红书) content through structured tools and prompts.","description":"# RedNote Analyzer MCP\n\n[![PyPI version](https://img.shields.io/pypi/v/rednote-analyzer-mcp.svg)](https://pypi.org/project/rednote-analyzer-mcp/)\n[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n让 AI 助手能够**搜索、分析、生成**小红书内容的 MCP 服务器。\n\n[English](#english) | [中文](#安装)\n\n---\n\n## 先决条件\n\n- Python 3.11+\n- [pipx](https://pipx.pypa.io/) 或 [uv](https://github.com/astral-sh/uv)\n\n## 安装\n\n### 第一步：安装\n\n```bash\npipx install rednote-analyzer-mcp\n```\n\n### 第二步：登录小红书（必须）\n\n```bash\nrednote-login\n```\n\n浏览器会打开小红书，扫码或手机号登录，登录成功后自动保存 Cookie。\n\n> ⚠️ 不登录直接用会返回空结果！\n\n> ⚠️ **风控提示**：小红书有严格的反爬机制。本工具已内置限流（每分钟最多 10 次请求，每次请求间隔至少 3 秒），但仍建议：\n> - 避免短时间内大量请求\n> - 如果账号被限制，等待 24 小时后再试\n> - 仅用于个人学习研究，不要用于商业爬取\n\n### 第三步：配置 AI 工具\n\n选择你用的工具：\n\n#### Claude Code\n\n在项目根目录创建 `.mcp.json` 文件：\n\n```json\n{\n  \"mcpServers\": {\n    \"rednote-analyzer-mcp\": {\n      \"command\": \"uvx\",\n      \"args\": [\"rednote-analyzer-mcp\"],\n      \"env\": {\n        \"REDNOTE_ADAPTER\": \"playwright\",\n        \"REDNOTE_HEADLESS\": \"true\"\n      }\n    }\n  }\n}\n```\n\n或者用命令添加：\n\n```bash\n# 添加到当前项目\nclaude mcp add rednote-analyzer-mcp -s local \\\n  -e REDNOTE_ADAPTER=playwright \\\n  -e REDNOTE_HEADLESS=true \\\n  -- uvx rednote-analyzer-mcp\n\n# 添加到全局（所有项目可用）\nclaude mcp add rednote-analyzer-mcp -s user \\\n  -e REDNOTE_ADAPTER=playwright \\\n  -e REDNOTE_HEADLESS=true \\\n  -- uvx rednote-analyzer-mcp\n```\n\n#### Claude Desktop\n\n编辑 `claude_desktop_config.json`：\n\n- macOS: `~/Library/Application Support/Claude/claude_desktop_config.json`\n- Windows: `%APPDATA%\\Claude\\claude_desktop_config.json`\n\n```json\n{\n  \"mcpServers\": {\n    \"rednote-analyzer-mcp\": {\n      \"command\": \"uvx\",\n      \"args\": [\"rednote-analyzer-mcp\"],\n      \"env\": {\n        \"REDNOTE_ADAPTER\": \"playwright\",\n        \"REDNOTE_HEADLESS\": \"true\"\n      }\n    }\n  }\n}\n```\n\n#### Cursor\n\n创建 `.cursor/mcp.json`（项目级）或 `~/.cursor/mcp.json`（全局）：\n\n```json\n{\n  \"mcpServers\": {\n    …","publisher":{"name":"ShellyDeng08","url":null},"homepage":null,"repository":null,"version":"0.1.6","license":null,"protocols":["mcp"],"tags":["mcp","rednote","xiaohongshu","小红书","llm","ai"],"pricing":null,"endpoints":[{"url":"pypi:rednote-analyzer-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"infra.browser-automation","name":"Browser Automation","confidence":0.848,"provenance":"derived"}],"categories":["infra"],"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":"rednote-analyzer-mcp","registry":"pypi","observedAt":"2026-11-10T01:25:21.418Z","publishedAt":"2026-02-22T19:06:29.555582Z","latestVersion":"0.1.6"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"rednote-analyzer-mcp","url":"https://pypi.org/project/rednote-analyzer-mcp/","firstSeenAt":"2026-09-10T11:26:30.077Z","fetchedAt":"2026-11-10T01:24:09.344Z","normalizedAt":"2026-11-10T01:24:09.344Z"}]},"firstSeenAt":"2026-09-10T11:26:30.077Z","updatedAt":"2026-11-10T01:25:21.418Z"}