SciSpace 推出 MCP 服务器，在 ChatGPT 和 Claude 内检索 2.8 亿篇论文

Scispace MCP

SciSpace官方2026-11-04 08:00可用产品

摘要

SciSpace 发布 MCP 服务器，把 2.8 亿篇以上论文的语义检索、论文完整记录读取和字段抽取接入 ChatGPT 与 Claude，目前仅通过 ChatGPT 插件目录和 Claude 连接器目录提供，无需 SciSpace 账号。

摘要由模型根据原文撰写，以原文为准。

入选理由

SciSpace 把 2.8 亿篇论文的检索与字段抽取接入 ChatGPT 和 Claude，研究者可据此判断能否在现有对话式工作流里完成文献综述。

正文 · 双语对照

中文 · AI 翻译原文

SciSpace MCP Server

直接在您的 AI 助手中搜索和探索 2.8 亿多篇学术研究论文。SciSpace MCP 服务器将经过同行评审的文献、摘要、方法、结果以及 AI 提取的论文详细信息带入 ChatGPT 和 Claude。

Search and explore 280M+ academic research papers directly inside your AI assistant. The SciSpace MCP server brings peer-reviewed literature, abstracts, methods, results, and AI-extracted paper details into ChatGPT and Claude.

SciSpace MCP 服务器目前仅通过官方 ChatGPT 插件目录和 Claude 连接器目录提供。

The SciSpace MCP server is currently available only through the official ChatGPT plugin directory and Claude connector directory.

最后更新：2026 年 11 月 5 日

Last updated: 5 November 2026

功能简介

What it does

SciSpace MCP 通过模型上下文协议（Model Context Protocol）开放 SciSpace 研究引擎，让您的 AI 助手可以：

SciSpace MCP exposes the SciSpace research engine over the Model Context Protocol so your AI assistant can:

搜索 2.8 亿多篇论文，支持语义搜索，并可按年份、引用次数、开放获取、SciSpace 上的全文或顶级期刊和会议来缩小结果范围。一次搜索默认返回 20 篇论文，最多 100 篇。
读取论文的完整记录：完整摘要、TL;DR、全部作者、发表 venue、发表日期、DOI、引用次数、开放获取链接和主题。
从论文中提取特定细节：20 个现成字段，例如使用的方法、结果、局限性和数据集，或您自己描述的字段，例如样本量或研究国家。
在交互式表格中展示论文，可展开至全屏、增删列，并下载为 CSV。
将每篇论文链接到其 SciSpace 页面，您可以在那里阅读论文、在有 PDF 时打开 PDF，并继续在 SciSpace 中工作。

Search 280M+ papers with semantic search, and narrow the results by year, citation count, open access, full text on SciSpace, or top journals and conferences. A search returns 20 papers by default and up to 100.
Read a paper's full record: the complete abstract, TL;DR, all authors, venue, publication date, DOI, citation count, open-access link, and topics.
Extract specific details from papers: 20 ready-made fields such as Methods used, Results, Limitations, and Dataset, or fields you describe yourself, such as Sample size or Country of study.
Show papers in an interactive table that you can expand to full screen, add or remove columns in, and download as CSV.
Link every paper to its SciSpace page, where you can read it, open the PDF when one is available, and keep working in SciSpace.

可用于文献综述、背景研究、查找引用、比较不同论文的方法，或总结某一领域的现状。无需 SciSpace 账户。

Use it for literature reviews, background research, finding citations, comparing methods across papers, or summarizing the state of a field. No SciSpace account is needed.

可用工具

Available tools

工具	功能
`search`	针对研究问题查找论文。返回每篇论文的标题、年份、作者、发表 venue、引用次数、TL;DR、摘要摘录及其 SciSpace 链接。它本身不在屏幕上显示任何内容。
`fetch`	从搜索结果或 SciSpace 论文链接获取单篇论文的完整记录：完整摘要、TL;DR、全部作者、发表 venue、日期、DOI、引用次数、开放获取链接和主题。
`extract_data`	每次调用最多从 30 篇论文中提取 5 个字段：现成字段（例如使用的方法、结果、局限性）或您描述的自定义字段。这些值会传给助手，供其在回答中使用。
`show_table`	在交互式 SciSpace 表格中最多展示 100 篇论文，最多包含 5 个提取列。尚未提取的单元格会在表格出现几秒后填充。
`search-papers` （旧版）	较早的搜索工具，保留以确保旧版客户端继续可用。较新的客户端使用 `search` 和 `show_table`。
`add-column` （旧版）	较早的列工具，为旧版客户端保留。较新的客户端使用 `extract_data` 和 `show_table`。

Tool	What it does
`search`	Finds papers for a research question. Returns each paper's title, year, authors, venue, citation count, TL;DR, an abstract excerpt, and its SciSpace link. It shows nothing on screen by itself.
`fetch`	Gets the full record of one paper from the search results, or from a SciSpace paper link: the complete abstract, TL;DR, all authors, venue, date, DOI, citations, open-access link, and topics.
`extract_data`	Extracts up to 5 fields from up to 30 papers per call: ready-made fields (e.g. Methods used, Results, Limitations) or custom fields you describe. The values go to the assistant to use in its answer.
`show_table`	Shows up to 100 papers in the interactive SciSpace table, with up to 5 extracted columns. Cells that haven't been extracted yet fill in a few seconds after the table appears.
`search-papers` (older)	The earlier search tool, kept so older clients keep working. Newer clients use `search` and `show_table`.
`add-column` (older)	The earlier column tool, kept for older clients. Newer clients use `extract_data` and `show_table`.

搜索筛选条件

Search filters

您无需手动输入筛选条件。用平实的语言提问，例如“只要 2020 年以来的开放获取论文”，助手就会自动添加。供参考：

You don't need to type filters. Ask in plain words, for example "only open-access papers since 2020", and the assistant adds them. For reference:

筛选条件	示例	功能
年份	`year:2020-2026`、`year:2021`、`year:2018-`、`year:-2015`	出版年份或范围
引用次数	`citations:50`	被引用至少 50 次
开放获取	`oa:true`	仅限开放获取论文
全文	`pdf:true`	全文在 SciSpace 上的论文
顶级 venue	`top:true`	仅限顶级期刊和会议
排序	`sort:most_cited`	还有 `newest`、`oldest`、`relevance`
结果数量	`limit:50`	默认 20，最多 100

Filter	Example	What it does
Year	`year:2020-2026`, `year:2021`, `year:2018-`, `year:-2015`	Publication year or range
Citations	`citations:50`	Cited at least 50 times
Open access	`oa:true`	Open-access papers only
Full text	`pdf:true`	Papers whose full text is on SciSpace
Top venues	`top:true`	Top journals and conferences only
Sort	`sort:most_cited`	Also `newest`, `oldest`, `relevance`
Number of results	`limit:50`	Default 20, maximum 100

要查找某类论文，例如系统综述或荟萃分析，请在问题中说明。

To find a kind of paper, such as systematic reviews or meta-analyses, say so in your question.

提取字段

Extraction fields

现成字段：洞察、结论、结果、摘要式引言、所用方法、文献综述、局限性、贡献、实际意义、目标、发现、研究空白、未来研究、因变量、自变量、数据集、总体样本、问题陈述、挑战、应用。

Ready-made fields: Insights, Conclusions, Results, Summarized introduction, Methods used, Literature survey, Limitations, Contributions, Practical implications, Objectives, Findings, Research gap, Future research, Dependent variables, Independent variables, Dataset, Population sample, Problem statement, Challenges, Applications.

自定义字段：描述你需要的其他任何内容，例如“样本量：研究中有多少参与者？”

Custom fields: describe anything else you need, for example "Sample size: how many participants were in the study?"

值由 AI 根据每篇论文的文本生成：当 SciSpace 拥有全文时，使用全文中的段落；否则使用标题和摘要。

Values are generated by AI from each paper's text: passages from the full text when SciSpace has it, otherwise the title and abstract.

限制

Limits

搜索：默认 20 篇论文，每次搜索最多 100 篇。
提取：每次调用最多 30 篇论文和 5 个字段。新字段首次使用时，每篇论文需要几秒钟。
表格：最多 100 篇论文和 5 个额外列。一个表格可以容纳来自多次搜索的论文。

Search: 20 papers by default, up to 100 per search.
Extraction: up to 30 papers and 5 fields per call. A new field takes a few seconds per paper the first time.
Table: up to 100 papers and 5 extra columns. One table can hold papers from several searches.

设置

Setting it up

ChatGPT

在 ChatGPT 的插件目录中打开 SciSpace 插件（或在 chatgpt.com/plugins 搜索 SciSpace）并添加它。
开始一个新对话并提出研究问题。ChatGPT 会在相关时使用 SciSpace。为确保它这样做，请在问题前输入 @SciSpace。

Open the SciSpace plugin in ChatGPT's plugin directory (or search for SciSpace at chatgpt.com/plugins) and add it.
Start a new chat and ask a research question. ChatGPT uses SciSpace when it's relevant. To make sure it does, type @SciSpace before your question.

Claude（claude.ai 和 Claude Desktop）

Claude (claude.ai and Claude Desktop)

打开 自定义 › 连接器 并浏览目录，或直接打开 SciSpace 列表。
找到 SciSpace 并点击连接。在团队和企业计划中，可能需要所有者先为组织添加它。
开始一个新对话并提出研究问题。Claude 会在相关时使用 SciSpace 工具，或者你可以让它“使用 SciSpace”。

Open Customize › Connectors and browse the directory, or open the SciSpace listing directly.
Find SciSpace and click Connect. On Team and Enterprise plans, an owner may need to add it for the organization first.
Start a new chat and ask a research question. Claude uses the SciSpace tools when they're relevant, or you can ask it to "use SciSpace".

示例提示

Example prompts

“查找关于检索增强生成的近期论文，并总结所用的关键方法。”
“研究对间歇性禁食对心血管健康的长期影响有何说法？引用论文。”
“查找 30 篇关于用于药物发现的图神经网络的论文，并将它们显示在一个表格中，列包括结果和局限性。”
“向我展示过去 5 年关于量子纠错的被引用最多的论文。”
“查找 2020 年以来关于运动治疗抑郁症的系统综述，并提取每篇综述纳入了多少项研究和参与者。”
“比较语音情感识别领域排名前 10 的论文所使用的数据集。”

"Find recent papers on retrieval-augmented generation and summarize the key methods used."
"What does the research say about the long-term effects of intermittent fasting on cardiovascular health? Cite the papers."
"Find 30 papers on graph neural networks for drug discovery and show them in a table with columns for Results and Limitations."
"Show me the most-cited papers on quantum error correction from the last 5 years."
"Find systematic reviews since 2020 on exercise for depression, and extract how many studies and participants each one included."
"Compare the datasets used across the top 10 papers on speech emotion recognition."

故障排除

Troubleshooting

SciSpace 已连接，但聊天中没有显示任何工具。

SciSpace is connected but no tools show up in chat.

添加 SciSpace 后开始新对话。现有对话可能不会获取新添加的工具。在 ChatGPT 中，插件不会在临时聊天中运行。

Start a new conversation after adding SciSpace. Existing chats may not pick up newly added tools. In ChatGPT, plugins don't run in Temporary Chat.

助手在未使用 SciSpace 的情况下回答。

The assistant answers without using SciSpace.

在请求中指明它：在 ChatGPT 中输入 @SciSpace，或在 Claude 中说“使用 SciSpace”。

Name it in your request: type @SciSpace in ChatGPT, or say "use SciSpace" in Claude.

搜索返回的论文太少或偏离主题。

Search returns too few or off-topic papers.

提出完整的研究问题，而不是关键词。如果你要求了筛选条件（年份、引用、开放获取），请尝试减少：每个筛选条件都会缩小搜索排名的论文集合。

Ask a full research question rather than keywords. If you asked for filters (years, citations, open access), try fewer: each filter narrows the set of papers the search ranks.

助手回答了但没有显示表格。

The assistant answered but didn't show a table.

当助手认为你想查看论文时，它会显示表格。让它“在表格中显示论文”。

The assistant shows a table when it thinks you want to see the papers. Ask it to "show the papers in a table".

某些表格单元格为空或显示论文未提及该内容。

Some table cells are empty or say the paper doesn't mention it.

表格出现后，提取的单元格会在几秒内填充完成。如果某个单元格显示“未提及该信息”，说明在 SciSpace 为该论文提供的文本中未找到该信息；当 SciSpace 没有全文时，该文本即为标题和摘要。要获取 SciSpace 可全文阅读的论文，请要求提供全文论文（pdf:true）。

Extracted cells fill in a few seconds after the table appears. A cell that says the information isn't mentioned means it wasn't found in the text SciSpace has for that paper, which is the title and abstract when SciSpace doesn't have the full text. To get papers SciSpace can read in full, ask for papers with full text (pdf:true).

当我在 ChatGPT 中追问时，论文会发生变化。

The papers change when I ask a follow-up in ChatGPT.

对于大型表格（约 100 篇论文），ChatGPT 可能会重新搜索以回答追问，而新的搜索可能返回不同的论文。请改为在表格本身中添加列（展开表格并使用 Add or Remove Table Columns），或要求不超过 50 篇论文。

With large tables (around 100 papers), ChatGPT may search again to answer a follow-up, and the new search can return different papers. Add columns in the table itself instead (expand it and use Add or Remove Table Columns), or ask for 50 papers or fewer.

我无法通过 DOI 找到论文。

I can't find a paper by its DOI.

目前尚不支持通过 DOI 查找论文。请粘贴论文的 SciSpace 链接，或按标题和主题查找。

Looking up papers by DOI isn't supported yet. Paste the paper's SciSpace link, or ask for it by title and topic.

Claude 每次使用 SciSpace 时都会请求权限。

Claude asks for permission every time it uses SciSpace.

在 Customize › Connectors › SciSpace 中，将工具设置为 Always allow。

In Customize › Connectors › SciSpace, set the tools to Always allow.

工具调用很慢或超时。

A tool call is slow or times out.

提取新字段每篇论文需要几秒钟。请重试同一请求：已提取过的现成字段返回会更快。

Extracting a new field takes a few seconds per paper. Retry the same request: ready-made fields that have already been extracted come back faster.

SciSpace 无法连接，或在 ChatGPT 或 Claude 中显示错误。

SciSpace won't connect or shows an error in ChatGPT or Claude.

退出并重新登录你的 AI 客户端，然后重试。如果问题仍然存在，请联系支持（见下文）。

Sign out and back in to your AI client, then retry. If the issue persists, contact support (below).

FAQ

SciSpace 的数据来自哪里？

Where does SciSpace's data come from?

SciSpace 索引来自主要出版商、开放获取存储库、预印本服务器和期刊的论文。语料库涵盖所有主要科学学科。

SciSpace indexes papers from major publishers, open-access repositories, preprint servers, and journals. The corpus covers all major scientific disciplines.

我需要 SciSpace 账户吗？

Do I need a SciSpace account?

不需要。搜索、论文详情、提取和表格均无需登录即可使用。打开论文的 SciSpace 链接即可保存它，或继续在 SciSpace 中工作。

No. Search, paper details, extraction, and the table all work without signing in. Open a paper's SciSpace link to save it or keep working in SciSpace.

提取的值可靠吗？

Are the extracted values reliable?

它们由 AI 根据每篇论文的文本生成（当 SciSpace 有全文时使用全文段落，否则使用标题和摘要），仅作为研究辅助。请始终对照原始论文核实重要论断。每篇论文都链接到其 SciSpace 页面，并在可用时链接到其 PDF。

They're generated by AI from each paper's text (full-text passages when SciSpace has the full text, otherwise the title and abstract) and are meant as a research aid. Always check important claims against the original paper. Every paper links to its SciSpace page and, when available, its PDF.

SciSpace 会收到哪些数据？

What data does SciSpace receive?

仅限助手发送给 SciSpace 工具的内容：你的研究问题、涉及的论文和字段，以及助手添加的技术细节，例如 ChatGPT 中的匿名用户 ID 和对话 ID。SciSpace 不会收到你对话的其余部分。请参阅隐私政策。

Only what the assistant sends to the SciSpace tools: your research question, the papers and fields involved, and technical details the assistant adds, such as an anonymous user ID and conversation ID in ChatGPT. SciSpace doesn't receive the rest of your conversation. See the Privacy Policy.

我可以将其用于商业用途吗？

Can I use this commercially?

可以，但须遵守 SciSpace 的服务条款。对于高用量或企业用途，请联系 SciSpace。

Yes, subject to SciSpace's terms of service. For high-volume or enterprise usage, contact SciSpace.

支持

Support

注意转载授权 · 阅读原文。中文正文为 AI 翻译，请以原文为准。

注意转载授权 · 阅读原文

来源：SciSpace · scispace.com

引用原文

SciSpace. Scispace MCP[EB/OL]. (2026-11-04)[访问日期]. https://scispace.com/guides/mcp.