{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9sdm6swt9fy4","handle":"google-scholar-mcp","url":"https://wellknown.network/agents/google-scholar-mcp","links":{"self":"https://wellknown.network/agents/google-scholar-mcp/record.json","html":"https://wellknown.network/agents/google-scholar-mcp","markdown":"https://wellknown.network/agents/google-scholar-mcp/record.md","api":"https://wellknown.network/api/v1/agents/google-scholar-mcp","status":"https://wellknown.network/api/v1/agents/google-scholar-mcp/status","claim":"https://wellknown.network/agents/google-scholar-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/google-scholar-mcp/claim.json","badge":"https://wellknown.network/agents/google-scholar-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/google-scholar-mcp/history","tools":"https://wellknown.network/api/v1/agents/google-scholar-mcp/tools"},"ard":{"identifier":"urn:air::server:google-scholar-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"google-scholar-mcp","summary":"An MCP server for searching and retrieving articles from Google Scholar","description":"# Google Scholar MCP Server & Skill \n \n🔍 让 AI 助手通过 MCP 协议或 OpenClaw Skill 搜索和访问 Google Scholar 学术论文。 \n \n本项目提供两种使用方式： \n \n| 方式 | 适用场景 | 协议 | \n|------|----------|------| \n| **MCP Server** | Claude Desktop / Cursor / VS Code / Cline 等支持 MCP 的客户端 | Model Context Protocol (stdio) | \n| **OpenClaw Skill** | OpenClaw / QClaw 平台的 Agent 技能包 | OpenClaw Skill 协议 | \n \n--- \n \n## ✨ 核心功能 \n \n- 🔎 **论文搜索**：支持关键词搜索、作者筛选、年份范围筛选 \n- 📄 **完整摘要**：提供精确标题和作者时可获取完整摘要内容 \n- 🛡️ **验证码处理**：优化了 scholarly 库的 CAPTCHA 验证码处理机制，遇到验证码时自动弹出浏览器窗口供手动验证 \n- 📚 **BibTeX 支持**：可获取论文的 BibTeX 引用格式 \n- 🚀 **高效检索**：快速获取论文元数据 \n \n--- \n \n## 📦 方式一：MCP Server \n \n### MCP 工具 \n \n#### search_google_scholar \n \n搜索 Google Scholar 上的学术文章。 \n \n**参数：** \n \n| 参数 | 类型 | 必填 | 说明 | \n|------|------|------|------| \n| `query` | string | ✅ | 搜索关键词（论文标题、主题或关键词） | \n| `author` | string | ❌ | 作者名称筛选 | \n| `year_low` | int | ❌ | 起始年份 | \n| `year_high` | int | ❌ | 结束年份 | \n| `num_results` | int | ❌ | 返回结果数量（默认: 5） | \n \n**返回结果：** \n \n```json \n{ \n  \"bib\": { \n    \"title\": \"论文标题\", \n    \"author\": \"作者\", \n    \"pub_year\": \"发表年份\", \n    \"venue\": \"发表期刊/会议\", \n    \"abstract\": \"摘要\" \n  }, \n  \"pub_url\": \"论文链接\", \n  \"num_citations\": \"被引用次数\", \n  \"citedby_url\": \"引用链接\", \n  \"eprint_url\": \"PDF 链接\" \n} \n``` \n \n### 使用示例 \n \n**关键词搜索：** \n \n```python \nresult = await mcp.use_tool(\"search_google_scholar\", { \n    \"query\": \"deep learning\", \n    \"num_results\": 5 \n}) \n``` \n \n**带作者筛选：** \n \n```python \nresult = await mcp.use_tool(\"search_google_scholar\", { \n    \"query\": \"convolutional neural networks\", \n    \"author\": \"Yann LeCun\", \n    \"num_results\": 3 \n}) \n``` \n \n**带年份范围：** \n \n```python \nresult = await mcp.use_tool(\"search_google_scholar\", { \n    \"query\": \"transformer\", \n    \"year_low\": 2020, \n    \"year_high\": 2024, \n    \"num_results\": 5 \n}) \n``` \n \n**组合搜索：** \n \n```python \nresult = await mcp.use_tool(\"search_google_scholar\", { \n    \"query\": \"neural networks\", \n    \"author\": \"Geoffrey Hinton\", \n    \"year_low\": 2015, \n    \"year_high\": 2023, \n    \"num_results\": 10 \n}) \n``` \n \n### 🐍 作为 Py…","publisher":null,"homepage":null,"repository":null,"version":"0.1.2","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:google-scholar-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":"research.academic","name":"Academic Research","confidence":1,"provenance":"derived"}],"categories":["research"],"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":"google-scholar-mcp","registry":"pypi","observedAt":"2026-11-03T04:24:08.015Z","publishedAt":"2026-05-17T09:17:28.447330Z","latestVersion":"0.1.2"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"google-scholar-mcp","url":"https://pypi.org/project/google-scholar-mcp/","firstSeenAt":"2026-09-09T16:24:32.109Z","fetchedAt":"2026-11-03T04:22:40.592Z","normalizedAt":"2026-11-03T04:22:40.592Z"}]},"firstSeenAt":"2026-09-09T16:24:32.109Z","updatedAt":"2026-11-03T04:24:08.015Z"}