Loading...
CodeRabbit限时免费、限时免费、限时免费。目前 AMiner 的基础查询接口（包含学者、论文、专利搜索）均处于免费开放阶段。这意味着您可以零成本将海量学术大数据接入 AI 助手，无需支付昂贵的 API 费用即可实现一键学术检索，是目前极具性价比的学术数据源方案。
"Automated summary for AI agents and search engines."
限时免费、限时免费、限时免费。目前 AMiner 的基础查询接口（包含学者、论文、专利搜索）均处于免费开放阶段。这意味着您可以零成本将海量学术大数据接入 AI 助手，无需支付昂贵的 API 费用即可实现一键学术检索，是目前极具性价比的学术数据源方案。
{"id":"00a3718e-df5f-4424-ba6c-cd88ecc37eda","title":"Aminer Mcp","description":"Aminer MCP provides AI coding assistants with access to the Aminer research network, allowing them to query academic publications, discover researchers, analyze trends, and extract structured knowledge graphs. This server facilitates data-driven research and literature reviews, empowering developers to integrate scientific knowledge directly into their AI-assisted development processes for informed decision-making.","dateModified":"2026-04-03","difficulty":"intermediate","tags":["academic-research","knowledge-graph","data-analysis","python","scientific-data"],"tokenImpact":"Moderate — 1,000–3,000 tokens per call, monitor quota during lockouts.","schemaDescription":"Connects to the Aminer academic research platform via Model Context Protocol. Enables AI agents to search for publications, researchers, institutions, and topics, and extract structured information from academic knowledge graphs for data-driven analysis.","author":"huanghuoguoguo","authorGithub":"https://github.com/huanghuoguogu","license":"Unknown","transport":"stdio","language":"Python","useCases":["Search for academic papers and publications by keyword or author.","Discover influential researchers and their collaboration networks.","Analyze research trends and emerging topics in specific fields.","Extract structured data from academic knowledge graphs for project development.","Identify relevant literature for new feature implementations."],"exampleCommand":"pip install aminer-mcp-server","mcpConfig":{"mcpServers":{"aminer":{"command":"python","args":["-m","aminer_mcp_server.server"],"env":{"AMINER_API_KEY":"YOUR_API_KEY_HERE"}}}},"compatibility":["Google Antigravity IDE"],"copyButtonText":"Copy mcp_config.json","artifactsProduced":["Publication lists","Researcher profiles","Trend reports","Knowledge graph data"],"faq":[{"question":"What can you do with Aminer Mcp?","answer":"Aminer MCP allows AI agents to tap into the Aminer academic network to search for scholarly publications, identify researchers, analyze research trends, and extract knowledge from academic graphs. This empowers developers to conduct literature reviews, gather background information, and integrate scientific insights directly into their AI-assisted development workflow."},{"question":"Which AI assistants and IDEs are compatible with Aminer Mcp?","answer":"Aminer MCP is compatible with any AI assistant or IDE that supports the Model Context Protocol, including Google Antigravity IDE. Being a Python-based server, it integrates smoothly via stdio transport into various development environments that support MCP."},{"question":"How do I install and configure Aminer Mcp?","answer":"Install the server using `pip install aminer-mcp-server`. To configure, add an entry to your `mcp_config.json` with the command `python -m aminer_mcp_server.server`. You will likely need to provide an `AMINER_API_KEY` as an environment variable to authenticate and access the Aminer platform's data."}]}🚀 The fast, Pythonic way to build MCP servers and clients.
MCP web search using perplexity without any API KEYS
一个基于 MCP (Model Context Protocol) 的邮件服务，支持 LLM 发送带附件的电子邮件及在指定目录中搜索文件。提供安全的 SMTP 传输、多收件人支持和附件模式匹配搜索功能，适用于 Gmail、Outlook、Yahoo、QQ 邮箱和网易 126 邮箱等主流邮箱服务。
Are you the author of Aminer Mcp? Embed this certified badge on your site to drive traffic and signal trust.
<a href="https://www.googleantigravity.directory/t/aminer-mcp" target="_blank"><img src="https://www.googleantigravity.directory/api/badges/aminer-mcp" alt="Featured on Antigravity: Aminer Mcp" width="200" height="50" /></a>Copy-paste this snippet into your HTML to initialize the link.