什么是 PapersFlow?
面向学术研究的 MCP 服务器,支持论文检索、引文核查、关系图谱与深度研究。
README
papersflow-mcp
papersflow-mcp is PapersFlow's production / GA hosted MCP server for literature search, citation verification, related-paper discovery, and authenticated research workflows across Claude, Codex, Gemini, ChatGPT-style MCP apps, and other MCP clients.
Production Endpoint
- MCP URL:
https://doxa.papersflow.ai/mcp - OAuth protected resource metadata:
https://doxa.papersflow.ai/.well-known/oauth-protected-resource - OAuth authorization server metadata:
https://doxa.papersflow.ai/.well-known/oauth-authorization-server - Dynamic client registration:
https://doxa.papersflow.ai/oauth/register
Public Tool Surface
searchfetchverify_citationsearch_literaturefind_related_papersget_citation_graphget_paper_neighborsexpand_citation_graph
Authenticated and paid tools are available through PapersFlow account access and plan entitlements.
Documentation
Gemini CLI Extension
This repository also includes a root gemini-extension.json so Gemini CLI can install it as an extension wrapper around the hosted MCP server.
Official Gemini CLI flow supported by the docs:
gemini extensions install https://github.com/papersflow-ai/papersflow-mcp
The extension manifest lives at the repository root and points Gemini CLI at the hosted MCP endpoint using Gemini's remote MCP config shape.
If Gemini shows:
papersflow-mcp (from papersflow-mcp) - Disconnected (OAuth not authenticated)
that is expected until OAuth is completed inside Gemini:
/mcp auth papersflow-mcp
/mcp refresh
/mcp list
gemini extensions install installs the extension package. It does not complete OAuth during install. The browser opens when Gemini starts the remote MCP auth flow, typically via /mcp auth papersflow-mcp or the first auth-required connection attempt.
Gemini CLI references:
https://geminicli.com/docs/extensions/releasing/https://geminicli.com/docs/extensions/reference/https://geminicli.com/docs/extensions/writing-extensions/
Client Setup
Cline (VS Code)
Add PapersFlow as a remote MCP server in your Cline MCP settings:
{
"mcpServers": {
"papersflow": {
"url": "https://doxa.papersflow.ai/mcp",
"transportType": "streamable-http"
}
}
}
On first use, Cline will open a browser window for OAuth sign-in to your PapersFlow account. Public tools (literature search, citations, paper discovery) work immediately; authenticated tools require a PapersFlow plan.
Other Clients
Supported client paths today:
- Codex
- Claude Code
- Gemini CLI
- ChatGPT-style hosted MCP apps
The setup guide includes both command-style and config-style snippets where supported.
Support And Policies
- Website:
https://papersflow.ai - Privacy:
https://papersflow.ai/privacy - Terms:
https://papersflow.ai/terms - Support:
https://papersflow.ai/contact - Support email:
developer@papersflow.ai
Notes
- This repository is the public documentation and submission surface for the hosted MCP service.
- The production service is operated by PapersFlow and backed by the main PapersFlow platform.
常见问题
PapersFlow 是什么?
面向学术研究的 MCP 服务器,支持论文检索、引文核查、关系图谱与深度研究。
相关 MCP Server
Brave 搜索
编辑精选by Anthropic
Brave Search 是让 Claude 直接调用 Brave 搜索 API 获取实时网络信息的 MCP 服务器。
✎ 如果你想让 AI 助手帮你搜索最新资讯或技术文档,这个工具能绕过传统搜索的限制,直接返回结构化数据。特别适合需要实时信息的开发者,比如查 API 更新或竞品动态。不过它依赖 Brave 的 API 配额,高频使用可能受限。
Puppeteer 浏览器控制
编辑精选by Anthropic
Puppeteer 是让 Claude 自动操作浏览器进行网页抓取和测试的 MCP 服务器。
✎ 这个服务器解决了手动编写 Puppeteer 脚本的繁琐问题,适合需要自动化网页交互的开发者,比如抓取动态内容或做端到端测试。不过,作为参考实现,它可能缺少生产级的安全防护,建议在可控环境中使用。
网页抓取
编辑精选by Anthropic
Fetch 是 MCP 官方参考服务器,让 AI 能抓取网页并转为 Markdown 格式。
✎ 这个服务器解决了 AI 直接处理网页内容时格式混乱的问题,适合需要让 Claude 分析在线文档或新闻的开发者。不过作为参考实现,它缺乏生产级的安全配置,你得自己处理反爬虫和隐私风险。