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nature-academic-search MCP Server

Name: wp-a/nature-academic-search
Rating: 3.3 (1 reviews)
Author: wp-a

wp-a/nature-academic-search

Score: 57.8 Rank #7280 Agent Framework

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Academic Paper Search：中文科研用户的 Codex / Claude Code / DeepSeek Harness Skill + MCP；跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重，支持 MeSH、引用核验、引文图谱、试验检索与审计导出。

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Overview

wp-a/nature-academic-search is a Python tool licensed under MIT. Academic Paper Search：中文科研用户的 Codex / Claude Code / DeepSeek Harness Skill + MCP；跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重，支持 MeSH、引用核验、引文图谱、试验检索与审计导出。 Topics: academic-search, arxiv, citation-management, claude-code, codex, crossref, literature-review, mcp, pubmed, agent-skills, chinese, clinicaltrials-gov, europe-pmc, openalex, semantic-scholar, citation-graph, citation-verification, deepseek-harness, mesh, research-workflow.

Ranked #7280 out of 24846 indexed tools.

Ecosystem

Python MIT 287 pypi/wk

academic-searcharxivcitation-managementclaude-codecodexcrossrefliterature-reviewmcppubmedagent-skillschineseclinicaltrials-goveurope-pmcopenalexsemantic-scholarcitation-graphcitation-verificationdeepseek-harnessmeshresearch-workflow

Score Breakdown

Stars 15% 315

315 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 0%

0/7 issues closed → many open issues

Contributors 10% 2

2 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads 13% 287/wk

287 weekly installs → early adoption

Forks 15

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

Issue Health high impact

You have 7 open vs 0 closed issues — triaging stale issues improves health

Dependents medium impact

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

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Details

Stars: 315
Forks: 15
Open Issues: 7
Closed Issues: 0
Contributors: 2
Dependents: —
Language: Python
License: MIT
Last Commit: 1mo ago

Matched Queries

topic:mcp

From the README

# Academic Paper Search

**给 Codex、Claude Code 和 DeepSeek Harness 使用的文献检索与引用核验工具。**

用中文描述研究问题，跨学术数据库找论文、去重、核对引用，导出文献管理器可用的文件。

    

[快速开始](#30-秒开始) · [中文场景](#六个可复制的中文场景) · [工具与命令](#工具与命令) · [批量工作流](#批量工作流) · [数据源](#数据源如何分工) · [常见问题](#常见问题)

> **可选配套服务：[WPIRONMAN AI 中转](https://api.wpironman.top)**
> 提供可选模型入口，不是论文来源。学术源检索、元数据核验和引用下载不需要配置中转。

## 这是什么

本项目帮助科研用户完成**可复现的文献检索、核验与引用导出**。核心流程是
**检索 → 去重 → 核验 → 导出**；需要扩展阅读时，可以从种子论文追踪参考文献和后续引用。

安装标识仍为 `nature-academic-search`，展示名称为 **Academic Paper Search**。
名称中的 `nature` 不限制检索范围，也不表示与 Nature Portfolio 有官方关联。

| 组成 | 做什么 | 什么时候需要 |
|---|---|---|
| **Skill** | 指导 AI 拆解问题、选数据库、核对字段、报告来源与缺口 | 希望直接用自然语言安排检索任务 |
| **MCP 服务** | 提供 4 个工具，实际查询学术 API、解析标识符、生成引用、查 MeSH | 让 Codex、Claude Code 等客户端调用工具 |
| **CLI** | 在终端运行连通性检查、引用下载、YAML 工作流；源码版另有 `search` / `verify` | 批量任务、脚本调用和本地调试 |

默认论文源为 **CrossRef、PubMed、arXiv、OpenAlex、Europe PMC**；
Semantic Scholar 按需启用，ClinicalTrials.gov 单独用于试验注册检索。

```mermaid
flowchart LR
    Q[研究问题] --> P[英文关键词 / MeSH 检索式]

Read full README on GitHub →