Site

com.walkvoPublished by walkvo.comOfficial publisherv1.0.1Updated Nov 8, 2026

Walkvo: the site's own MCP server — dataset; every answer cites the site.

VerifiedStreamable HTTPWeb executableDatabasesData & Analytics

Overview

AI-generated overview

Lets an assistant query the Walkvo dataset: inspect its columns, search and compare rows, compute statistics, and cite its provenance.

What you can do
This remote server exposes a single Walkvo dataset through seven read-only tools. An assistant can list the columns and row count, search rows by text, look up rows where a column equals a value, and compare rows across several values for X-versus-Y questions. It can also compute count, min, max, mean, median and sum for a numeric column, return the highest or lowest rows by that column, and read the dataset's source, computation date, licence and citation.
When to use it
Use it when questions can be answered from the Walkvo dataset and you want figures attributed to that source. It suits lookups, comparisons, rankings and simple statistics over that one dataset rather than general web research or other data sources.
Requirements
A remote MCP endpoint at walkvo.com over streamable HTTP; no packages, environment variables or headers are declared. The assistant needs network access to that endpoint.
Before you install
The server is read-only and declares no authentication, so anyone reaching the endpoint can query the same dataset. Answers reflect only the Walkvo dataset and its stated computation date; check the provenance tool before relying on or republishing figures.

Installation

In SourceWeft

  1. Open Site in the dashboard and add it to a workspace.
  2. 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.walkvo%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.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "site": {
      "type": "http",
      "url": "https://walkvo.com/mcp"
    }
  }
}

README

This repository has no README.

Tools

7

dataset_columns

Dataset columns and shape

The columns, which of them are numeric, the row count and the provenance banner of the Walkvo dataset. Call this first to learn the schema.

Takes no parameters.

dataset_row

Look a row up by an exact key

The rows of the Walkvo dataset where a column equals a value exactly (case-insensitive).

Parametersvaluerequiredcolumnrequired

dataset_compare

Compare rows side by side

The rows of the Walkvo dataset whose column is any of the given values, in the order given — for "X vs Y" questions.

Parameterscolumnrequiredvaluesrequired

dataset_stats

Summary statistics for a numeric column

count, min, max, mean, median and sum of a numeric column of the Walkvo dataset (grouping commas and currency are handled; non-numeric rows are excluded and counted).

Parameterscolumnrequired

dataset_top

Rank rows by a numeric column

The highest (or lowest) rows of the Walkvo dataset by a numeric column — "which is the most/least X".

Parameterslimitcolumnrequiredascending

dataset_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 Walkvo dataset. Read this to attribute a figure correctly.

Takes no parameters.

Version history

2
  1. v1.0.1LatestOct 23, 2026
  2. v1.0.0Sep 16, 2026

Score

83% 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
  • 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.