PapersFlow
io.github.papersflow-ai由 GitHub 帳號 papersflow-ai 發布v1.0.0更新於 Oct 24, 2026
Academic research MCP server for paper search, citation checks, graphs, and deep research.
概覽
託管式學術研究 MCP 伺服器,讓助理檢索文獻、驗證引用並檢視引用關係圖。
- 可以做什麼
- 搜尋並取得論文與文獻
- 驗證引用、檢查參考文獻
- 尋找相關論文與相鄰論文
- 建立並擴展引用關係圖
- 使用需登入且依方案授權的進階研究工具
- 適用情境
- 適合需要助理查找學術論文、核實某筆引用是否真實準確,或在文獻回顧與研究寫作中梳理論文之間引用關係的情境。
- 執行需求
- 遠端 MCP 端點,需透過 OAuth 登入 PapersFlow 帳號;未宣告本機套件或 API 金鑰環境變數。公開工具登入後即可使用,需驗證與付費的工具則取決於帳號方案權益。支援的用戶端包括 Cline、Codex、Claude Code、Gemini CLI 及 ChatGPT 類 MCP 應用程式。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 PapersFlow,將其新增到工作區。
- 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
- 為需要使用其工具的對話啟用該服務。
Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
交給代理程式安裝
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.papersflow-ai%2Fpapersflow/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。
{
"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.
來源:README.md,提交 76e5afe
工具
0版本歷史
1- v1.0.0最新Sep 16, 2026
評分
已滿足適用檢查項的 85%
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