{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4suk5xdp2tpg","handle":"iflow-mcp-google-scholar-mcp-server","url":"https://wellknown.network/agents/iflow-mcp-google-scholar-mcp-server","links":{"self":"https://wellknown.network/agents/iflow-mcp-google-scholar-mcp-server/record.json","html":"https://wellknown.network/agents/iflow-mcp-google-scholar-mcp-server","markdown":"https://wellknown.network/agents/iflow-mcp-google-scholar-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-google-scholar-mcp-server","status":"https://wellknown.network/api/v1/agents/iflow-mcp-google-scholar-mcp-server/status","claim":"https://wellknown.network/agents/iflow-mcp-google-scholar-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-google-scholar-mcp-server/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-google-scholar-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-google-scholar-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-google-scholar-mcp-server/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-google-scholar-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_google-scholar-mcp-server","summary":"An MCP server for searching and retrieving articles from Google Scholar","description":"# Google Scholar MCP Server\n[![smithery badge](https://smithery.ai/badge/@JackKuo666/google-scholar-mcp-server)](https://smithery.ai/server/@JackKuo666/google-scholar-mcp-server)\n\n🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.\n\nThe Google Scholar MCP Server provides a bridge between AI assistants and Google Scholar through the Model Context Protocol (MCP). It allows AI models to search for academic papers and access their content in a programmatic way.\n\n## ✨ Core Features\n- 🔎 Paper Search: Query Google Scholar papers with custom search strings or advanced search parameters ✅\n- 🚀 Efficient Retrieval: Fast access to paper metadata ✅\n- 👤 Author Information: Retrieve detailed information about authors ✅\n- 📊 Research Support: Facilitate academic research and analysis ✅\n\n## 🚀 Quick Start\n\n### Installing Manually\n### Installing via Smithery\n\nTo install google-scholar Server for Claude Desktop automatically via [Smithery](https://smithery.ai/server/@JackKuo666/google-scholar-mcp-server):\n\n#### claude\n\n```sh\nnpx -y @smithery/cli@latest install @JackKuo666/google-scholar-mcp-server --client claude --config \"{}\"\n```\n\n#### Cursor\n\nPaste the following into Settings → Cursor Settings → MCP → Add new server: \n- Mac/Linux  \n```s\nnpx -y @smithery/cli@latest run @JackKuo666/google-scholar-mcp-server --client cursor --config \"{}\" \n```\n#### Windsurf\n```sh\nnpx -y @smithery/cli@latest install @JackKuo666/google-scholar-mcp-server --client windsurf --config \"{}\"\n```\n### CLine\n```sh\nnpx -y @smithery/cli@latest install @JackKuo666/google-scholar-mcp-server --client cline --config \"{}\"\n```\n\n1. Clone the repository:\n   ```\n   git clone https://github.com/JackKuo666/google-scholar-MCP-Server.git\n   cd google-scholar-MCP-Server\n   ```\n\n2. Install the required dependencies:\n   ```\n   pip install -r requirements.txt\n   ```\n\nFor development:\n\n```bash\n# Clone and set up development environment\ngit clone https://github.com/JackKuo666/Google-S…","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_google-scholar-mcp-server","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":1,"provenance":"derived"},{"slug":"research.academic","name":"Academic Research","confidence":1,"provenance":"derived"}],"categories":["dev","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":"iflow-mcp_google-scholar-mcp-server","registry":"pypi","observedAt":"2026-09-15T18:21:47.297Z","publishedAt":"2025-11-10T08:02:41.306330Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_google-scholar-mcp-server","url":"https://pypi.org/project/iflow-mcp_google-scholar-mcp-server/","firstSeenAt":"2026-09-09T19:23:18.986Z","fetchedAt":"2026-09-15T18:19:48.482Z","normalizedAt":"2026-09-15T18:19:48.482Z"}]},"firstSeenAt":"2026-09-09T19:23:18.986Z","updatedAt":"2026-09-15T18:21:47.297Z"}