MCP.Market

PapersFlow MCP server

online · 100% uptime
by papersflow-ai·io.github.papersflow-ai/papersflow·v1.0.0·14 stars

Academic research MCP server for paper search, citation checks, graphs, and deep research.

B77/100grade B
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Safety scan
B77/100

full report

Adoption
Growing

14 stars

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PapersFlow tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.10 · 2026-09-28 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 477ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 200 days ago4/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How PapersFlow compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
77/100
higher than 55% of 3,470 Web search servers
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
119 ms
faster than 85% of 2,238 Web search servers
GitHub stars
14
more than 87% of 1,786 Web search servers

Install PapersFlow in Claude Code, Cursor or VS Code

claude mcp add --transport http papersflow https://doxa.papersflow.ai/mcp
Add to Cursor

What the publisher says

From the PapersFlow repository's README, as published. We do not edit it. Read it on GitHub

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

  • search
  • fetch
  • verify_citation
  • search_literature
  • findrelatedpapers
  • getcitationgraph
  • getpaperneighbors
  • expandcitationgraph

Authenticated and paid tools are available through PapersFlow account access and plan entitlements.

Documentation

  • Setup tutorial
  • MCP release guide

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.

Nothing above is checked by us. What we check is on the safety report.

PapersFlow: common questions

Is PapersFlow MCP server safe?
Mostly: it is graded B (77/100). Read the PapersFlow safety report
How do I install PapersFlow?
It runs remotely at doxa.papersflow.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does PapersFlow need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is PapersFlow maintained?
The last commit was 237 days ago (2026-03-11). The latest release is v1.0.0.
Is PapersFlow up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of PapersFlow?
Servers from other publishers that do the same job: Arxiv MCP server, Semantic Scholar MCP Server and Zotero MCP server.
How does PapersFlow compare with other Web search MCP servers?
safety score 77/100 (higher than 55% of 3,470 Web search servers); uptime 100% (of our recent checks; the typical remote Web search server answers 100%); response time 119 ms (faster than 85% of 2,238 Web search servers). Full comparison.

Alternatives to PapersFlow

Same job from other publishers: the closest match first, then the best rated.

  • Arxiv
    Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
    A
  • Semantic Scholar MCP Server
    MCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.
    B
  • Zotero MCP
    Search, read, annotate, and add to your Zotero research library, local or web.
    B
  • Perplexity API Platform (moved to ai.perplexity/mcp-server)
    Real-time web search, reasoning, and research through Perplexity's API
    A
  • Perplexity API Platform
    Real-time web search, reasoning, and research through Perplexity's API
    A