dataset_columns
Dataset columns and shape
The columns, which of them are numeric, the row count and the provenance banner of the Carbikly dataset. Call this first to learn the schema.
Takes no parameters.
Site
com.carbiklyPublished by carbikly.comOfficial publisherv1.0.1Updated Nov 8, 2026
Carbikly: the site's own MCP server — dataset; every answer cites the site.
Overview
AI-generated overview
Remote MCP server exposing Carbikly's own dataset, letting an assistant inspect its schema, search and compare rows, compute statistics and cite provenance.
- What you can do
- Inspect the dataset's columns, numeric flags, row count and provenance banner
- Search rows whose cells contain a query, and fetch rows where a column equals a value
- Compare rows across several values in a given order for "X vs Y" questions
- Compute count, min, max, mean, median and sum of a numeric column
- Rank the highest or lowest rows by a numeric column
- Read the source, computation date, licence and citation for attribution
- When to use it
- Useful when questions can be answered from the single Carbikly dataset and you want the assistant to look up rows, compare values, compute simple statistics and attribute figures to the site's source.
- Requirements
- A remote streamable HTTP endpoint at carbikly.com; no packages, environment variables or headers are declared, and no authentication is declared.
Before you install
The server is tied to one publisher's dataset, so answers reflect that source and its licence terms; check the provenance and licence before reusing figures. No credentials are requested, but the queries you send go to a third-party site.
Installation
In SourceWeft
- Open Site in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/com.carbikly%2Fsite/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config.
{
"mcpServers": {
"site": {
"type": "http",
"url": "https://carbikly.com/mcp"
}
}
}README
This repository has no README.
Tools
7dataset_search
Search the dataset
Rows of the Carbikly dataset whose cells contain the query (case-insensitive), up to 50.
Parameters
limitqueryrequireddataset_row
Look a row up by an exact key
The rows of the Carbikly dataset where a column equals a value exactly (case-insensitive).
Parameters
valuerequiredcolumnrequireddataset_compare
Compare rows side by side
The rows of the Carbikly dataset whose column is any of the given values, in the order given — for "X vs Y" questions.
Parameters
columnrequiredvaluesrequireddataset_stats
Summary statistics for a numeric column
count, min, max, mean, median and sum of a numeric column of the Carbikly dataset (grouping commas and currency are handled; non-numeric rows are excluded and counted).
Parameters
columnrequireddataset_top
Rank rows by a numeric column
The highest (or lowest) rows of the Carbikly dataset by a numeric column — "which is the most/least X".
Parameters
limitcolumnrequiredascendingdataset_provenance
Where this data comes from, and how to cite it
The source, the date it was computed, the licence and the citation for the Carbikly dataset. Read this to attribute a figure correctly.
Takes no parameters.
Version history
2- v1.0.1LatestOct 3, 2026
- v1.0.0Sep 16, 2026
Score
72% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 daysRequired25 pts
- Auth declaredRequired10 pts
- Tools listedRequired15 pts
- DescriptionRequired15 pts
- Logo10 pts
Publish an icon in the registry entry.
- Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
- LicenseNot applicable
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.
