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Academic MCP for ChatGPT

Add ScholarMuse to ChatGPT as a custom MCP server and sign in once. ChatGPT can then check a reference list, search the literature and look up journals and grants in real sources.

How to connect ScholarMuse to ChatGPT

OpenAI documents this for ChatGPT on the web, on the Plugins page. Your plan and, in a workspace, your administrator’s settings decide whether the option to add a custom MCP server is available to you.

Full connect guide →
  1. Step 1

    Open the Plugins page

    Go to this page in ChatGPT on the web, select the plus button, then Add custom MCP server.

    https://chatgpt.com/plugins
  2. Step 2

    Enter the server address

    Give it a name such as ScholarMuse and a short description. Under Connection, paste this address as the server URL. Choose OAuth for authentication, read the risk warning, select I understand and want to continue, then Create as a plugin.

    https://scholarmuse.ai/mcp
  3. Step 3

    Approve in your browser

    A scholarmuse.ai window opens. Sign in, approve access and choose which discipline packs ChatGPT may use. There is no API key to create or paste.

  4. Step 4

    Use it in a chat

    Install the plugin you just created and start a new chat. Type @ in the message box, select ScholarMuse, and ask it to list what it can do for your research.

What ChatGPT can look up once connected

People bring ChatGPT every kind of question, so this list covers a manuscript from the first search to the choice of journal, then adds funding, trials and official numbers.

Verify references
References written from memory can be wrong or made up. Here each one is matched to a Crossref or OpenAlex record, and wrong years, pages and DOIs come back corrected.
Search papers
Answers to literature questions rest on records ChatGPT has just retrieved, each with a DOI you can open.
Retraction checker
Before you build an argument on a paper, ask whether it has been retracted or corrected.
Journal checker
When an invitation to submit arrives by email, ask ChatGPT about the journal: DOAJ listing, publishing fee and warning signs.
Scientific figure maker
Describe a mechanism or study design in the chat and get a labelled figure for a paper or a slide.
Find funded grants
See what NIH, NSF and UKRI have already funded on your topic, with investigators, amounts and abstracts.
Clinical trials search
Questions about trials are answered from ClinicalTrials.gov entries, with registration numbers.
Economic & social statistics
A figure in an introduction should come from the statistical agency that publishes it. ChatGPT fetches the series with its unit and source.

Things to ask ChatGPT

Verify references

You say to your agent

@scholarmuse Here are the 32 references from my review article. Tell me which ones you cannot find, and give the correct year and DOI where mine are wrong.

A list that marks each reference as verified, corrected or not found, with the matched record and its source.

Journal checker

You say to your agent

I was invited to submit to the International Journal of Advanced Nursing Research. Is it listed in DOAJ, what does it charge, and is there anything I should worry about?

Open access status, DOAJ listing, publishing fee, yearly output and any warning signs found for the journal.

Find funded grants

You say to your agent

Which NSF and UKRI projects on coastal wetland carbon storage were funded since 2021? List the investigator, institution and amount, and say what the largest ones have in common.

Funded projects with funder, investigator, institution, amount and abstract, which ChatGPT then compares.

Frequently asked questions

That is set by OpenAI and has changed over time. Its documentation says account and workspace policies apply to adding and using custom MCP servers. If you do not see Add custom MCP server on the Plugins page, check the OpenAI Help Center article on developer mode and MCP apps for your plan, or ask your workspace administrator.

Count on choosing it yourself. OpenAI’s instructions are to type @ in the message box and select the installed plugin, so do that in the chats where you want checked sources.

No API key. You paste the server address into ChatGPT and sign in at scholarmuse.ai in your browser. A new ScholarMuse account gets 50 credits once.

Results from ScholarMuse carry their source and licence, and paper records carry a DOI. Ask ChatGPT to show the source next to each item; anything without one was not looked up.

Every call your agent makes uses credits, and a call is charged only when it succeeds. There are no subscriptions. A new account starts with a one-time gift of 50 credits. The 6 web tools under /tools are free without an account, up to 5 runs a day.

Requests are used only to answer you. We do not train models on them.

Ready to make your agent a better scholar?

Connect once. Papers, data and figures from 50+ sources, in the agent you already use.

Works with compatible AI agents

ClaudeChatGPTCodexCursorWorkBuddyTraeGemini CLIAntigravityQoderCodeBuddyKimi CodeQwen CodeClineKiroWindsurfZedOpenCodeOpenClawDifyCherry StudioLM StudioGooseAmpContinueRoo CodeVS CodeJetBrainsWarpRaycastCopilotPerplexityAny MCP client

Data from OpenAlex · Crossref · PubMed · arXiv · NIH · UniProt · PDB · PubChem · NASA · World Bank · USGS · GBIF and more