Citation Network MCP

io.github.michalhron由 GitHub 账号 michalhron 发布v0.15.0更新于 Oct 24, 2026

Citation-network analysis on Scopus or OpenAlex: coupling, co-citation, lineages, bibliometrics.

已验证STDIO仅桌面知识与记忆数据与分析

概览

AI 生成的概览

本地 MCP 服务器,基于 Scopus 或 OpenAlex 做引文网络分析与文献计量,让助手检索文献、追踪引用并构建网络。

可以做什么
  • 检索论文、作者与全文,解析标识符并获取摘要或全文
  • 获取某篇文献的参考文献列表与被引论文
  • 构建引文网络:文献耦合、共被引、引用谱系、历史图、RPYS 与研究前沿
  • 审计被引集合、引用语境、路径传递、索引覆盖与撤稿情况
  • 计算文献计量:年度发文量、主题景观、主题演化、期刊指标与 BibTeX
  • 运行诊断与后台任务,结果写入可供 Pajek、VOSviewer、Gephi 或 Zotero 打开的文件
适用场景
适合研究人员和分析人员通过对话梳理研究前沿、追踪跨代引用关系,或获取期刊指标与参考文献。没有 Scopus 订阅的用户可使用 OpenAlex 模式。
运行要求
以 stdio 在本地运行,通常通过 uvx(需安装 uv),也可作为 Claude Desktop 扩展或 Claude Code 插件安装。启动时必须提供 Elsevier 开发者门户的 Scopus API 密钥(SCOPUS_API_KEY);可选的机构令牌(SCOPUS_INSTTOKEN)便于校外访问,可选的 OpenAlex 密钥(OPENALEX_API_KEY)可提高每日额度。需要访问 Scopus、Crossref、Semantic Scholar 及开放获取来源的网络。
安装前请注意
服务器会用你自己的密钥和订阅向 Scopus 及其他第三方服务发送请求,Scopus 访问权限决定哪些工具可用。它会将结果文件写入磁盘,并在后台运行耗时任务。API 密钥与机构令牌应存放在密钥库中,而非明文配置。该项目独立开发,与 Elsevier 无隶属关系。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Citation Network MCP,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

[Scopus Plus MCP: search, full text, citation networks, journal quality and bibliometrics, for Claude and other AI assistants]

[Tests] [PyPI] [Python 3.10+] [License: MIT]

Search the literature, trace who cites whom across generations, map research fronts and intellectual bases, and pull the counts, metrics and bibliography you need, from a conversation. It is an MCP server, so any MCP client can use it: Claude Desktop, Claude Code, Cursor.

What you get

[图片]Citation networks
Coupling, co-citation, multi-generation lineages and the network within any paper set, with SPC/SPLC/SPNP main paths, key routes, RPYS and a historiograph. More
[图片]Audited, not just built
Citer sets verified across search strategies, reference lists checked against Crossref, and the sentences behind each citation. More
[图片]Two data sources
Scopus by default. Add source="openalex" to run the same analyses without a Scopus subscription. OpenAlex topics with a field-relative journal quality cut build corpora that span disciplines. More
[图片]Bibliometrics
Where a topic is published and in which quartile, journals above a percentile cut-off, counts per year, themes over time, BibTeX. More
[图片]Full-text search
Find Elsevier papers that use a term in their body, and see how often and where each one uses it. More
[图片]Honest about access
One call tells you which tools your Scopus access supports, and why the rest fail. More
[图片]Main-path skill
Walks Claude from a query to a drawn main path map. Ships with the Claude Code plugin. More
[图片]Tested
510 test functions, CI on Linux, macOS and Windows, and a live check of every tool against the real APIs. More

How it compares with the other Scopus MCP servers and with bibliometrics packages (bibliometrix, pybliometrics, VOSviewer, Pajek): comparison.

Ask things like

Map the research front around these six papers on organizing visions.

Trace two generations of work citing Swanson & Ramiller (1997) and show me the main path.

Build the citation network of every Basket of Eight paper citing the organizing-vision papers, and show how the main path cites its predecessors.

How has publishing on "digital transformation" grown since 2010?

Build a corpus on digital transformation across IS, strategy and marketing, top-quartile journals only, and show which fields cite which.

Get SJR and CiteScore for the Basket of Eight, and BibTeX for the papers we just found.

More, with the tools each one triggers: prompt examples.

How it works

[You ask in your MCP client. scopus-plus-mcp calls Scopus, OpenAlex, Crossref, Semantic Scholar and open-access sources, and writes JSON, CSV, GraphML, Pajek, PNG, HTML and BibTeX files to disk.]

You ask in plain words and the assistant picks the tools. The server calls Scopus with your own key, and Crossref, Semantic Scholar and open-access sources where a tool needs them. Results come back as a summary in the reply, and the full data goes to files that Pajek, VOSviewer, Gephi or Zotero can open. Responses are cached, and long jobs run in the background.

Tools

[36 tools in six families: search, citations, networks, audit, bibliometrics, diagnostics. Sixteen also run on OpenAlex.]

FamilyToolsGuide
[图片]Search and recordssearch_scopus · search_all · search_fulltext · get_abstract_details · resolve_identifier · search_authors · get_author_profile · get_fulltextsearch
[图片]Citationsget_references · get_citing_paperssearch
[图片]Networksbibliographic_coupling · co_citation · citation_lineage · citation_network · historiograph · rpys · research_frontsnetworks
[图片]Auditresolve_citers · citation_context · path_transmission · coding_agreement · index_coverage · check_retractionsaudit
[图片]Bibliometricspublication_counts · topic_landscape · topic_profile · thematic_evolution · get_journal_metrics · find_journals · get_bibtex · import_recordsbibliometrics
[图片]Diagnostics and jobsdiagnose_connection · get_quota_status · get_server_info · job_status · job_resultaccess

Every parameter of every tool: tool reference.

Install

You need an API key from the Elsevier Developer Portal (register with your institutional email). OpenAlex needs no key.

Claude Desktop, one click:

  1. Download scopus-plus-mcp-<version>.mcpb from the latest release.
  2. Open it (or drag it into Settings → Extensions), click Install, and paste your API key when asked. Claude stores it securely.

Claude Code, two commands:

bash
claude plugin marketplace add michalhron/scopus-plus-mcpclaude plugin install scopus-plus-mcp@michalhron

Then make your key available, either in your shell (export SCOPUS_API_KEY=...) or, better, in the OS secret store.

Any other MCP client (needs uv):

json
{  "mcpServers": {    "scopus-plus": {      "command": "uvx",      "args": ["scopus-plus-mcp"],      "env": { "SCOPUS_API_KEY": "YOUR_KEY" }    }  }}

Then ask your assistant to run diagnose_connection. It checks your key and tells you which tools your Scopus access supports.

The Claude Code plugin also installs the main-path skill, which walks Claude through a main path analysis from a query to a drawn map. For Claude Desktop, zip its folder and upload it as a skill.

Documentation

Feature guides:

  • Search, records and full text: finding papers and authors, identifiers, importing exports, full-text search and retrieval.
  • Citation networks and main paths: coupling, co-citation, lineages, main path analysis, historiograph, RPYS, research fronts.
  • Audit: verified citer sets, reference-list completeness, citation contexts, the transmission audit, retractions.
  • Bibliometrics and bibliography: counts per year, topic landscape, journal cut-offs and metrics, thematic evolution, BibTeX.

Reference and setup:

Origins

Formerly citation-network-mcp (and before that michalhron/scopus-mcp). This project began as a fork of qwe4559999/scopus-mcp by thinktraveller and qwe4559999, which provides Scopus search, abstracts, author profiles and citing papers. Everything since version 0.2 was developed here by Michal Hron. MIT licensed; see LICENSE.

Scopus and ScienceDirect are trademarks of Elsevier B.V. This project is independent and not affiliated with or endorsed by Elsevier; it uses their public APIs with your own key and subscription.

来源:README.md,提交 55dc04e

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版本历史

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  1. v0.15.0最新Sep 30, 2026

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