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mcp-scholarly MCP Server

adityak74/mcp-scholarly

Score: 65.1 Rank #5042 MCP Server
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A MCP server to search for accurate academic articles.

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Overview

adityak74/mcp-scholarly is a Python MCP server licensed under MIT. A MCP server to search for accurate academic articles.

Ranked #5042 out of 24846 indexed tools.

Ecosystem

Python MIT 2 tool calls 42,253 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 186

186 stars → growing community

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 43%

3/7 issues closed → many open issues

Contributors 10% 9

9 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 42,253/wk

42,253 weekly installs → widely installed

Forks 27
Description Good
License MIT

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 65 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 4 open vs 3 closed issues — triaging stale issues improves health

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AgentRank score for adityak74/mcp-scholarly
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Matched Queries

"mcp server""mcp-server"

From the README

# mcp-scholarly MCP server

A MCP server to search for accurate academic articles. More scholarly vendors will be added soon.

## Search tools

- `search-arxiv` — arXiv search (no key needed)
- `search-google-scholar` — Google Scholar via the `scholarly` library (free proxy pool)
- `search-google-web` — Google web search via the [SerpBase API](https://serpbase.dev). Optional; only registered when `SERPBASE_API_KEY` is set. Get a key at https://serpbase.dev/dashboard/api-keys (free tier available).

<a href="https://glama.ai/mcp/servers/aq05b2p0ql"></a>

## Components

### Tools

The server implements one tool:
- search-arxiv: Search arxiv for articles related to the given keyword.
  - Takes "keyword" as required string arguments

## Quickstart

### Install

#### Claude Desktop

On MacOS: `~/Library/Application\ Support/Claude/claude_desktop_config.json`
On Windows: `%APPDATA%/Claude/claude_desktop_config.json`

<details>
  <summary>Development/Unpublished Servers Configuration</summary
Read full README on GitHub →

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