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Every Number MCP server

Which MCP servers are Every Number'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 2026-10-31

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Whose server it is
  • Registry nameapp.everynumber/spreadsheet-dashboardverified in the MCP registry

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

When we asked itchecked 2026-10-31
  • Stateanswerschecked 2026-10-31
  • Tools1
  • Server calls itselfevery-number
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-10-31 the server answered initialize and tools/list without a sign-in. First answer in 435 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

  • For "Build a weekly portfolio status from a project spreadsheet", the likely first call is make_dashboard_from_file.

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 2026-10-31
  • 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 answer592 ms
  • Space in an agent's context≈ 571 tokensthe definitions of all its tools (1), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results1 of 1 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • can do · Build a weekly portfolio status from a project spreadsheet
  • not sure · Produce a Monday exec pack from an existing spreadsheet
  • not sure · Compile a client monthly report from exported invoices

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 offers1 tools · read 2026-10-31
  • make_dashboard_from_file

    Turn a spreadsheet export (Excel or CSV, up to 10 MB) into an Every Number dashboard. Returns a read-only dashboard link and every number on it with its receipt: the definition, the rows it used, and the rows it left out with the reason…

How to connect

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

{
  "mcpServers": {
    "spreadsheet-dashboard": {
      "type": "http",
      "url": "https://everynumber.app/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http everynumber https://everynumber.app/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://everynumber.app/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.