Skip to content
Mustvo logo

Mustvo MCP server

Which MCP servers are Mustvo's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-24

← Back to Mustvo

Whose server it is
  • Registry namecom.mustvo/siteverified in the MCP registry

The registry name sits under mustvo.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-24
  • Stateanswerschecked 2026-10-24
  • Tools7
  • Server calls itselfMustvo (mustvo.com)
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-24 the server answered initialize and tools/list without a sign-in. First answer in 1514 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.
  • Checked on 3 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 5 of 7 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 3, the first on 2026-10-24
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
  • Answeredmeasuring3 of the 7 daily checks it takes to print a share
  • Median first answer1205 ms
  • Space in an agent's context≈ 673 tokensthe definitions of all its tools (7), which an agent carries on every turn
  • Tool definitionsC · 71 of 100
  • Typed results0 of 7 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 5 of 7
  • Not saying whether it only reads or can destroy: 7 of 7

What an agent can do with it

  • not sure · score software vendors against weighted requirement groups
  • not sure · count must-have requirement coverage for each vendor
  • not sure · estimate total cost of ownership over the years kept

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers7 tools · read 2026-10-24
  • dataset_columns

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

  • dataset_search

    Rows of the Mustvo dataset whose cells contain the query (case-insensitive), up to 50.

  • dataset_row

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

  • dataset_compare

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

  • dataset_stats

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

  • dataset_top

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

  • dataset_provenance

    The source, the date it was computed, the licence and the citation for the Mustvo dataset. Read this to attribute a figure correctly.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

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

Add it

Claude Code, in a terminal

claude mcp add --transport http mustvo https://mustvo.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://mustvo.com/mcp as a custom connector in the settings.

OpenAPI spec

8 paths, read 2026-10-24. Open the spec ↗

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.