Google PageRank for AI agents. 25,000+ tools indexed.

scholar-mcp MCP Server

Liyux3/scholar-mcp

Score: 55.1 Rank #9530 MCP Server
[![AgentRank](https://agentrank-ai.com/api/v1/badge/Liyux3--scholar-mcp)](https://agentrank-ai.com/tool/Liyux3--scholar-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
Are you the maintainer of Liyux3/scholar-mcp? Claim this listing →

MCP server aggregating academic search sources into one unified interface for research agents

Add AgentRank to Claude Code Discover and compare tools like Liyux3/scholar-mcp — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

Liyux3/scholar-mcp is a Python MCP server licensed under Apache-2.0. MCP server aggregating academic search sources into one unified interface for research agents

Ranked #9530 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0 249 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 5

5 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 25%

1/4 issues closed → many open issues

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 249/wk

249 weekly installs → early adoption

Forks 1
Description Good
License Apache-2.0

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

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 34 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 3 open vs 1 closed issues — triaging stale issues improves health

Install in your agent

claude mcp add scholar-mcp -- uvx scholar-mcp
codex mcp add scholar-mcp -- uvx scholar-mcp
{"mcpServers":{"scholar-mcp":{"command":"uvx","args":["scholar-mcp"]}}}
hermes mcp add scholar-mcp --command uvx --args scholar-mcp

Badge all embed codes →

AgentRank score for Liyux3/scholar-mcp
[![AgentRank](https://agentrank-ai.com/api/v1/badge/Liyux3--scholar-mcp)](https://agentrank-ai.com/tool/Liyux3--scholar-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/Liyux3--scholar-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/Liyux3--scholar-mcp" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="Liyux3/scholar-mcp"></script>

Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-servertopic:model-context-protocol

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.