# Every Number (remote · everynumber.app)

Turn an Excel or CSV export into a dashboard where every number has a receipt. No account.

- Trust score: 73/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `everynumber.app`: 73/100 (this document), [markdown](https://verifymcp.io/servers/app-everynumber-spreadsheet-dashboard/everynumber.md), [page](https://verifymcp.io/servers/app-everynumber-spreadsheet-dashboard/everynumber)

## Channel facts

- Endpoint: `https://everynumber.app/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 59/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 511 tokens (~511/item across 1 items; 1 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 17/100
  - Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 2 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the Every Number MCP server?

Every Number is a hosted endpoint at https://everynumber.app/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http app-everynumber-spreadsheet-dashboard 'https://everynumber.app/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "app-everynumber-spreadsheet-dashboard": {
      "url": "https://everynumber.app/mcp"
    }
  }
}
```

### VS Code

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

### Codex

```toml
[mcp_servers.app-everynumber-spreadsheet-dashboard]
url = "https://everynumber.app/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "app-everynumber-spreadsheet-dashboard": {
      "type": "remote",
      "url": "https://everynumber.app/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add app-everynumber-spreadsheet-dashboard --url 'https://everynumber.app/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  app-everynumber-spreadsheet-dashboard:
    url: "https://everynumber.app/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "app-everynumber-spreadsheet-dashboard": {
      "Transport": "http",
      "Url": "https://everynumber.app/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add app-everynumber-spreadsheet-dashboard -t streamable-http -u 'https://everynumber.app/mcp'
```

### Other

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-05 (score 73, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 72, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-01 (score 71, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-10-31 (score 71)

First indexed and scored.

## MCP tools (1)

### `make_dashboard_from_file` (~427 tokens)

Make a dashboard from a spreadsheet

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. Fixed rules lay out the screen and a database counts every number; no AI reads the file. Send the file as file_url (a Google Sheet shared as 'Anyone with the link', a Dropbox link, or a file in a public GitHub repository) or as file_content (CSV text, or base64 for Excel) with file_name. No account needed. Anyone with the link can open the dashboard, and it is deleted 24 hours after upload unless the person saves it. Limits: 5 files per 10 minutes and 20 per day from one place.

Input parameters:

- `content_encoding` (string): How file_content is written. Default: base64 for .xlsx, .xlsm and .xls, text for everything else.
- `file` (object): A file the person attached in ChatGPT. ChatGPT fills this in. Other assistants send file_url or file_content instead.
- `file_content` (string): The file itself, up to 10 MB: CSV or TSV text as it is, or an Excel file encoded as base64. Send this or file_url.
- `file_name` (string): The file's name with its extension, such as orders-october.csv or pipeline.xlsx. Needed with file_content. It also becomes the dashboard's title.
- `file_url` (string): A link to the file: a Google Sheet shared as 'Anyone with the link', a Dropbox link, a file in a public GitHub repository or gist, or an Every Number sample such as https://everynumber.app/samples/ti…
- `sheet` (string): For an Excel file with several sheets, the name of the sheet to read. Default: the sheet with the most data.

Output parameters:

- `dashboard_url` (string): The dashboard, read-only. Anyone with this link can open it until it's deleted.
- `decision` (string): The question the screen is laid out to answer, picked by rules from the columns.
- `expires_at` (string): When the dashboard and the rows we read are deleted, unless it's saved (ISO 8601).
- `file` (object)
- `findings` (array): What this file says, in sentences filled from the numbers.
- `headline` (array): The numbers across the top of the dashboard.
- `how_counted` (string)
- `keep` (string)
- `numbers` (array)
- `screen` (object)
- `title` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/app-everynumber-spreadsheet-dashboard/everynumber#diagnostics

## Score history

- 2026-11-05: 73
- 2026-11-04: 72
- 2026-11-03: 72
- 2026-11-02: 72
- 2026-11-01: 71
- 2026-10-31: 71

## Common questions

### What is the Every Number MCP server?

Every Number is an MCP server listed in the public MCP registry as app.everynumber/spreadsheet-dashboard. Turn an Excel or CSV export into a dashboard where every number has a receipt. No account. This page covers its hosted endpoint (https://everynumber.app/mcp).

### Is the Every Number MCP server safe to use?

Every Number scores 73 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Every Number MCP server expose?

Every Number exposes 1 tool: make_dashboard_from_file. Their descriptions and schemas cost roughly 427 tokens of context every time the server is loaded.

### Does the Every Number MCP server require authentication?

No. We connected to Every Number without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Every Number MCP server still maintained?

Every Number is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://everynumber.app/mcp
- Website: https://everynumber.app/agents
- Changelog RSS feed: https://verifymcp.io/servers/app-everynumber-spreadsheet-dashboard/everynumber.xml
- Changelog JSON feed: https://verifymcp.io/servers/app-everynumber-spreadsheet-dashboard/everynumber.json
- HTML version of this page: https://verifymcp.io/servers/app-everynumber-spreadsheet-dashboard/everynumber