PapersFlow
io.github.papersflow-ai由 GitHub 账号 papersflow-ai 发布v1.0.0更新于 Oct 24, 2026
Academic research MCP server for paper search, citation checks, graphs, and deep research.
概览
托管式学术研究 MCP 服务器,让助手检索文献、核验引用并查看引用关系图。
- 可以做什么
- 搜索并获取论文与文献
- 核验引用、检查参考文献
- 查找相关论文与相邻论文
- 构建和扩展引用关系图
- 使用需登录且按套餐授权的进阶研究工具
- 适用场景
- 适合需要助手查找学术论文、核实某条引用是否真实准确,或在文献综述与研究写作中梳理论文之间引用关系的场景。
- 运行要求
- 远程 MCP 端点,需通过 OAuth 登录 PapersFlow 账号;未声明本地包或 API 密钥环境变量。公开工具登录后即可使用,需认证和付费的工具取决于账号套餐权益。支持的客户端包括 Cline、Codex、Claude Code、Gemini CLI 及 ChatGPT 类 MCP 应用。
安装
在 SourceWeft 中
- 打开 控制台中的 PapersFlow,将其添加到工作区。
- 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
- 为需要使用其工具的对话启用该服务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
交给智能体安装
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.github.papersflow-ai%2Fpapersflow/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。
{
"mcpServers": {
"papersflow": {
"type": "http",
"url": "https://doxa.papersflow.ai/mcp"
}
}
}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:
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:
that is expected until OAuth is completed inside Gemini:
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:
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:
[email protected]
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.
来源:README.md,提交 76e5afe
工具
0版本历史
1- v1.0.0最新Sep 16, 2026
评分
已满足适用检查项的 85%
该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。
- 近 30 天内可连通必需25 分
- 已声明认证方式必需10 分
- 已列出工具15 分
请让服务器在无凭据时响应 tools/list,或发布可在沙箱中无凭据启动的软件包。
- 描述必需15 分
- 图标10 分
- 文档15 分
- 许可证10 分