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Mogean MCP server

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

read 2026-10-22

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Whose server it is
  • Registry namecom.mogean/storeverified in the MCP registry

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

When we asked itchecked 2026-10-22
  • Stateanswerschecked 2026-10-22
  • Tools5
  • Server calls itselfmogean-store
  • Server version0.1.0
  • Protocol version2025-06-18

On 2026-10-22 the server answered initialize and tools/list without a sign-in. First answer in 269 ms.

Should an agent connect itNot proven either way yet
  • Its tools do count locations by brand, category and state, but not measure visits lift from out-of-home ad campaigns.
  • Checked on 3 of the 7 days it takes to judge reliability.

Once connected

  • For "count locations by brand, category and state", the likely first call is mogean_count.

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 2026-10-22
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 3 so far
  • What an agent can do with it1 of 2 use cases
  • Answeredmeasuring3 of the 7 daily checks it takes to print a share
  • Median first answer304 ms
  • Space in an agent's context≈ 1,730 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results5 of 5 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • not sure · find open areas for new store openings
  • can do · count locations by brand, category and state
  • cannot · measure visits lift from out-of-home ad campaigns

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 (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). 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 offers5 tools · read 2026-10-22
  • search

    Search Mogean's catalog of US point-of-interest datasets: brands, categories, states, government sources and flagship datasets. Returns matching products with an id, title, URL and short text; pass an id to fetch for the full product card.

  • fetch

    Fetch one catalog product by the id that search returned: what it contains, coverage, fill rates, freshness, provenance and published prices per licence tier.

  • mogean_count

    Count sellable US locations, exactly, from the current data release. Use fact for one brand, category, leaf category or government source, optionally in a state; for a brand in a state, a city works when it is one of the top cities listed…

  • mogean_preview

    Show up to 10 sample rows from one brand's dataset, with the sources and licences they come from. The timezone column is withheld.

  • mogean_catalog_info

    Describe the catalog: the current data release and how fresh it is, sellable totals, the provenance tiers, what each kind of product contains, and the limits and tools that apply to this connection.

How to connect

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

{
  "mcpServers": {
    "store": {
      "type": "http",
      "url": "https://store.mogean.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http mogean https://store.mogean.com/mcp

Add to CursorAdd to VS Code

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

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.