How Mostly Right works

Publish datasets people can find and use.

Let your agent do the data work. We host the dataset, make it easy to discover and use, and keep it updated on your schedule.

FROM A QUESTION

Hourly weather observations across the United States

Find and connect sources
Clean, check and document
Publish and keep updated

One dataset. Ready to use.

JSON API · Parquet · MCP

From sources to a dataset others can use.

Clean and combine.

Let your agent turn files, public sources, and APIs into a clean dataset with documented fields.

Publish it. Help people find it.

Choose what to share. Public datasets get a page where people can explore, query, and download the data.

Set a schedule. We keep it updated.

Choose how often your dataset refreshes. We run the updates and make the latest version available.

Start with the data you need.

Combine public sources, APIs, and your own files into a dataset worth publishing.

Connect directly

Open APIs
Live endpoints
Keyed APIs
Authenticated
GraphQL
Query endpoints
WebSockets
Live streams
SQL
Databases
S3
Object storage

Tables and records

CSV
Tables
JSON
Records
XLSX
Workbooks
XML
Feeds
Parquet
Columnar files
NDJSON
Streams

Documents and grids

ZIP
Archives
PDF
Documents
HTML
Web tables
GRIB
Weather grids
NetCDF
Scientific arrays
GeoTIFF
Raster maps

Clean data.
Clear meaning.

Agents standardize values and timestamps, join the tables, and check the result so others can understand what you publish.

Name the fields

Give each column a clear name, data type, and documented unit.

Standardize values

Convert measurements with the exact scale and offset required by their units.

Join the tables

Match rows on the right keys. A join is refused when declared units disagree.

Check the result

Verify row counts, date ranges, required values, and missing data.

Set the schedule.
We run the updates.

Set a refresh schedule that fits your sources. We run the updates, so sharing a dataset does not leave your team maintaining a separate pipeline.

A page people can find.
Data they can use.

Inspect tables, schema, and sources. Query the JSON API, connect an AI tool through MCP, or download the full Parquet file.

Built for working together.

Invite the whole team.

There is no seat limit on any plan, free included. Add everyone who builds, reviews, or uses your datasets.

Give each person the right access.

Assign Owner, Admin, Editor, or Viewer roles and decide how every dataset is shared.

Keep source keys inside the organization.

Store source credentials securely and use them without passing secrets between teammates.

Give your next dataset a home.

Build it. Share it. Keep it useful.

Get started