Academic MCP for Antigravity
Add ScholarMuse to mcp_config.json and click Authenticate. Agents in Antigravity can then use official statistics, compound and trial records and archive material in the work they carry out.
How to connect ScholarMuse to Antigravity
ScholarMuse is added as a custom server in Antigravity’s MCP configuration file. You can also paste “Read https://scholarmuse.ai/install/agent.md and follow the instructions to connect ScholarMuse” to an agent and let it edit the file.
Step 1
Open the MCP configuration
In the Antigravity IDE, open the “…” menu at the top of the agent panel, choose MCP Servers, then Manage MCP Servers and View raw config. This opens mcp_config.json. You can also open the file directly at ~/.gemini/config/mcp_config.json.
Step 2
Add the server entry
Add this to the file and save. The field must be named serverUrl; Antigravity does not accept url or httpUrl for remote servers. If the file already lists other servers, add only the scholarmuse entry under mcpServers.
{ "mcpServers": { "scholarmuse": { "serverUrl": "https://scholarmuse.ai/mcp" } } }Step 3
Click Authenticate
Open Settings, go to the Customizations tab and click Authenticate next to scholarmuse under Installed MCP Servers. Antigravity registers itself with the server automatically, so there is nothing else to fill in.
Step 4
Approve in your browser
A scholarmuse.ai window opens. Sign in, approve access and choose which discipline packs Antigravity may use. If the page then shows an authorization code, copy it into the Antigravity settings panel and click Submit. There is no API key to create or paste.
Step 5
Check that it works
Ask an agent to list the ScholarMuse capabilities. By default Antigravity asks for your approval before it runs an MCP tool you have not configured.
What Antigravity agents can use once connected
Antigravity hands a whole task to an agent, so this list mixes inputs the task needs, from economics, chemistry, medicine and history, with a figure for the report at the end.

Economic & social statistics
All disciplines · FRED, World Bank, IMF +5

Compounds & materials
Chemistry & materials · PubChem, ChEBI, Materials Project +2

Drugs & targets
Life sciences & medicine · ChEMBL, openFDA

Clinical trials search
Life sciences & medicine · ClinicalTrials.gov

Historical archives
Humanities & math · Library of Congress, Europeana, OEIS

Find datasets
All disciplines · DataCite, Zenodo, Dryad +2

Search papers
All disciplines · OpenAlex, PubMed / Europe PMC, arXiv +5

Scientific figure maker
All disciplines · Best-in-class figure model
- Economic & social statistics
- An agent building a panel dataset fetches each official series itself and records where it came from.
- Compounds & materials
- Compound identifiers and properties, or crystal structures and band gaps, as the starting table for a screening task.
- Drugs & targets
- Targets, bioactivity and adverse events from ChEMBL and openFDA, for a pharmacology write-up that cites its records.
- Clinical trials search
- A structured list of registered trials by condition, intervention, phase and status, ready to be tabulated.
- Historical archives
- Digitised newspapers, manuscripts and images for a text-analysis or digital humanities project.
- Find datasets
- The agent can find a published dataset and report its licence before it plans the rest of the task around it.
- Search papers
- Background reading for the task plan, taken from indexed papers with DOIs.
- Scientific figure maker
- When the analysis is done, the same agent can produce a schematic of the study design for the report.
Things to ask Antigravity
Economic & social statistics
You say to your agent
Use ScholarMuse to build a panel of annual GDP per capita and unemployment for the 27 EU countries from 2005 to 2024. Save it as panel.csv and write a short note listing the source of each series.
Compounds & materials
You say to your agent
Look up the known polymorphs of ZnO and SnO2 with their band gaps and formation energies, put them in a table, and plot band gap against formation energy.
Clinical trials search
You say to your agent
List phase 2 and 3 trials of psilocybin for depression registered since 2019, with status, enrolment and sponsor, and summarise the designs in a table.
Frequently asked questions
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
Data from OpenAlex · Crossref · PubMed · arXiv · NIH · UniProt · PDB · PubChem · NASA · World Bank · USGS · GBIF and more