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paper-pilot MCP Server

aytzey/paper-pilot

Score: 66.1 Rank #4864 MCP Server
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Let Codex and Claude find, download, and read full research papers. A local MCP server with six academic sources, Unpaywall, and optional Zotero sync.

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Overview

aytzey/paper-pilot is a Python MCP server licensed under MIT. Let Codex and Claude find, download, and read full research papers. A local MCP server with six academic sources, Unpaywall, and optional Zotero sync.

Ranked #4864 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 13

13 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 50%

2/4 issues closed → decent issue management

Contributors 10% 4

4 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 7
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 44 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for aytzey/paper-pilot
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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-server

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