PapersFlow

搜索与获取

by papersflow-ai

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。

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.

<a href="https://glama.ai/mcp/servers/papersflow-ai/papers-flow"> <img width="380" height="200" src="https://glama.ai/mcp/servers/papersflow-ai/papers-flow/badge" alt="PapersFlow MCP server" /> </a>

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

  • search
  • fetch
  • verify_citation
  • search_literature
  • find_related_papers
  • get_citation_graph
  • get_paper_neighbors
  • expand_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:

bash
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:

text
papersflow-mcp (from papersflow-mcp) - Disconnected (OAuth not authenticated)

that is expected until OAuth is completed inside Gemini:

text
/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:

json
{
  "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。

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