PapersFlow MCP server
online · 100% uptimeio.github.papersflow-ai/papersflow·v1.0.0·14 starsAcademic research MCP server for paper search, citation checks, graphs, and deep research.
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
- –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
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
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-mcpThe 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 listgemini 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.
- ArxivSearch arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.not reviewedWidely usedA
- Semantic Scholar MCP ServerMCP server for the Semantic Scholar API: search 200M+ papers, citations, authors, recommendations.not reviewedEstablishedB
Zotero MCPSearch, read, annotate, and add to your Zotero research library, local or web.not reviewedWidely usedB- Perplexity API Platform (moved to ai.perplexity/mcp-server)Real-time web search, reasoning, and research through Perplexity's APInot reviewedWidely usedA
- Perplexity API PlatformReal-time web search, reasoning, and research through Perplexity's APInot reviewedEstablishedA