Open research access
Use Vultax research with your AI assistant
Read the full studies, follow their sources and work with the numbers behind the charts. Public research access is free and requires no Vultax account.
Start with a working Python example
One script reads a Polymarket market, the order book for one of its outcomes and the fee that market charges, then saves a Vultax research table beside them. Three public requests, the standard library and no key.
Polymarket API tutorial, Python script, Notebook, Fee survey script
Tools and reusable charts
The Polymarket fee calculator works out a taker fee from a price, a size and the market’s own rate, and links to any scenario you build. It also publishes the fee settings of the 1,000 most-traded open markets as CSV and JSON, with the Python script that produced them.
Charts in a study download as SVG images that carry their title, observation window and source line, next to the CSV and JSON of the same figures.
Articles and downloads
Each published research article has a “Read as Markdown” link. Its charts and tables offer CSV and JSON downloads, and a chart also downloads as an SVG image. JSON includes source links, units where stated, publication dates and a version for the data.
Add .md to an article URL for the full text, or /data.json for its published datasets. Use the CSV link next to a particular chart or table to download just those figures.
Connect through MCP
In an assistant that supports remote MCP servers, add this URL using Streamable HTTP. Choose no authentication.
https://vultax.com/mcp
- search_research
- Find articles by topic, with summaries and citation links.
- get_research_article
- Read a complete article with its sources, dates and published figures.
- get_research_dataset
- Retrieve a published chart or table with units, context and download links.
Try: “Find Vultax’s copy-trading research, show the published cost comparison and cite its sources.”
Keep the context with the numbers
Downloads contain published observations and calculations. Read each study’s dates, measurement window, population and methodology before reusing its figures. Missing metadata stays unknown. Changing market widgets on the website are separate from these exports.
Cite the original article and its sources. Reuse follows our terms. The MCP tools only read public research; account access and trading are outside their scope.
MCP requests have a shared limit of 240 per minute and four concurrent requests per server process. On HTTP 429, wait for the Retry-After interval. Request bodies are limited to 16 KiB. GET streams and persistent sessions are not used.
Writing about a study? Its press note, chart and citation line are ready to use.