# SheetShift (remote · sheet-shift.magicteams.ai)

Convert and clean tables: CSV, JSON, dedupe, stats. Free.

- Trust score: 67/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-05

## Components

- remote · `sheet-shift.magicteams.ai`: 67/100 (this document), [markdown](https://verifymcp.io/servers/everyai-com-sheet-shift/sheet-shift.md), [page](https://verifymcp.io/servers/everyai-com-sheet-shift/sheet-shift)

## Channel facts

- Endpoint: `https://sheet-shift.magicteams.ai/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 2026-10-05.

- **Endpoint Security**: 74/100
  - 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.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - 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**: 58/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 232 tokens (~58/item across 4 items; 4 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 10/100
  - Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 5 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 SheetShift MCP server?

SheetShift is a hosted endpoint at https://sheet-shift.magicteams.ai/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 everyai-com-sheet-shift 'https://sheet-shift.magicteams.ai/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "everyai-com-sheet-shift": {
      "url": "https://sheet-shift.magicteams.ai/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "everyai-com-sheet-shift": {
      "type": "http",
      "url": "https://sheet-shift.magicteams.ai/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.everyai-com-sheet-shift]
url = "https://sheet-shift.magicteams.ai/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "everyai-com-sheet-shift": {
      "type": "remote",
      "url": "https://sheet-shift.magicteams.ai/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add everyai-com-sheet-shift --url 'https://sheet-shift.magicteams.ai/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  everyai-com-sheet-shift:
    url: "https://sheet-shift.magicteams.ai/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "everyai-com-sheet-shift": {
      "Transport": "http",
      "Url": "https://sheet-shift.magicteams.ai/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add everyai-com-sheet-shift -t streamable-http -u 'https://sheet-shift.magicteams.ai/mcp'
```

### Other

```json
{
  "mcpServers": {
    "everyai-com-sheet-shift": {
      "type": "http",
      "url": "https://sheet-shift.magicteams.ai/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.

### 2026-10-05 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-03 (score 66, +1)

- [functional improvement] Stability: unverified → 0.03

### 2026-10-02 (score 65)

First indexed and scored.

## MCP tools (4)

### `convert_table` (~87 tokens)

Convert table

Convert a table string between CSV, TSV, JSON and Markdown. Use when you need to change the table format. Do NOT use when you need to clean the table; use clean_table instead.

Input parameters:

- `data` (string, required): The data for this request.
- `from_format` (string, required): The from format for this request.
- `to_format` (string, required): The to format for this request.

Output parameters:

- `converted_data` (string): The table data converted to the specified format.
- `from_format` (string): The original format of the table data.
- `to_format` (string): The format the table data was converted to.

### `clean_table` (~122 tokens)

Clean table

Clean a table string by trimming cells, dropping empty rows, and deduplicating rows. Use when preparing data for analysis; NOT for transforming data types. Use convert_table to change data types.

Input parameters:

- `data` (string, required): The data for this request.
- `dedupe` (boolean): Set true to enable dedupe; false otherwise.
- `drop_empty_rows` (boolean): Set true to enable drop empty rows; false otherwise.
- `format` (string): The format for this request.
- `trim` (boolean): Set true to enable trim; false otherwise.

Output parameters:

- `cleaned_data` (string): The cleaned table string with trimmed cells, empty rows dropped, and duplicate rows removed.
- `rows_dropped` (integer): The number of empty rows that were dropped from the table.
- `rows_duplicated` (integer): The number of duplicate rows that were removed from the table.

### `column_stats` (~89 tokens)

Column stats

Calculate statistics over one column in a table. Use when needing summary statistics for a single column; NOT for multi-column analysis. Use 'convert_table' for transformations.

Input parameters:

- `column` (string, required): The column for this request.
- `data` (string, required): The data for this request.
- `format` (string): The format for this request.
- `op` (string, required): The op for this request.

Output parameters:

- `avg` (number): The average of the values in the specified column.
- `count` (integer): The number of values in the specified column.
- `distinct` (integer): The number of distinct values in the specified column.
- `max` (number): The maximum value in the specified column.
- `min` (number): The minimum value in the specified column.
- `sum` (number): The sum of the values in the specified column.

### `split_column` (~119 tokens)

Split column

Split a column into multiple columns by a delimiter. Use when you need to divide a single column into multiple columns based on a specific delimiter. Do NOT use when you need to convert data types or clean data; use convert_table or clean_table instead.

Input parameters:

- `column` (string, required): The column for this request.
- `data` (string, required): The data for this request.
- `delimiter` (string, required): The delimiter for this request.
- `format` (string): The format for this request.
- `new_names` (array): List of new names values.

Output parameters:

- `data` (string): The modified data string with the column split into new columns.
- `errors` (array): An array of error messages, if any, encountered during the split operation.
- `new_columns` (array): An array of new column names created from the split operation.
- `status` (string): The status of the operation, indicating whether it was successful or if there were any errors.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/everyai-com-sheet-shift/sheet-shift#diagnostics

## Score history

- 2026-10-05: 67
- 2026-10-04: 66
- 2026-10-03: 66
- 2026-10-02: 65

## Common questions

### What is the SheetShift MCP server?

SheetShift is an MCP server listed in the public MCP registry as io.github.everyai-com/sheet-shift. Convert and clean tables: CSV, JSON, dedupe, stats. Free. This page covers its hosted endpoint (https://sheet-shift.magicteams.ai/mcp).

### Is the SheetShift MCP server safe to use?

SheetShift scores 67 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 SheetShift MCP server expose?

SheetShift exposes 4 tools: convert_table, clean_table, column_stats, split_column. Their descriptions and schemas cost roughly 417 tokens of context every time the server is loaded.

### Does the SheetShift MCP server require authentication?

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

### Is the SheetShift MCP server still maintained?

SheetShift is still listed as active in the MCP registry. We last reached this channel on 5 October 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://sheet-shift.magicteams.ai/mcp
- Repository: https://github.com/everyai-com/sahadeva
- Changelog RSS feed: https://verifymcp.io/servers/everyai-com-sheet-shift/sheet-shift.xml
- Changelog JSON feed: https://verifymcp.io/servers/everyai-com-sheet-shift/sheet-shift.json
- HTML version of this page: https://verifymcp.io/servers/everyai-com-sheet-shift/sheet-shift