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Connect any UDF to an MCP Server

Make your data available through MCP servers in 1 minute. Let anyone talk to your data directly in plain English; no setup required!

Try it out​

See the demo canvas below with all the live demos:

Or try this one out, asking any questions about Population & Income from Census data:

"What is the population of Brooklyn, NY in 2024?"

Turn your data into an MCP Server​

For any UDF you have:

  1. Go to AI chat
  2. Click the 3 dots in the bottom right corner
  3. Click "Generate MCP Config"

The AI should give you a JSON object back with your MCP Server details. For example:

{
    "udf_name": "census_income_fetch",
    "link": "https://udf.ai/fsh_RSuSMvR2wc3uf2CX3TjIc/run",
    "description": "This UDF fetches demographic and income data from the US Census API for a specific state and county. It accepts parameters for state_fips (default 13 for Georgia), county_fips (default 121 for a specific county), and year (default 2023). The function returns a pandas DataFrame containing population and median income data along with the geographic name. Users might use this UDF when they need demographic data for analysis, reporting, or mapping applications. The UDF handles HTTP errors by raising exceptions and returns data in a structured format with renamed columns for clarity.",
    "parameters": {
        "state_fips": "str",
        "county_fips": "str",
        "year": "int"
    }
}