Provenancewhere it came from, and what was verified
Published to the official MCP registry by github.com/papersflow-ai, which proved it owns this namespace.
🛡 Permissions & trustwhat this server can touch before you run it
About
Academic research MCP server for paper search, citation checks, graphs, and deep research.
Packages & transports
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →
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up to +35 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
Push to the repo or cut a release. Activity within the last 30 days earns the full 45.
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
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[](https://socketcat.com/servers/io.github.papersflow-ai/papersflow)Shows your live quality grade and links back here. It updates itself as the grade changes.
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{
"mcpServers": {
"papersflow": {
"command": "npx",
"args": [
"-y",
"papersflow"
]
}
}
}▶ Try itlive against doxa.papersflow.ai
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.