# Sheetrender MCP server

Source: https://glimind.com/server/mcp-registry%2Fio.github.sheetrender%2Fsheetrender-mcp
Registry id: `mcp-registry/io.github.sheetrender/sheetrender-mcp`
Status: live (checked 2026-10-26T23:15:02.246Z)

## Verdict

Sheetrender MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 320 ms median handshake and 0 outages in 90 days. Its agent-readiness grade is A (100/100) across 3 tools, costing an agent about 996 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 320 ms | 60% of MCP servers |
| p95 handshake latency | 2309 ms | — |
| Checks in 30 days | 4,196 | — |
| Outages, 90 days | 0 | — |
| Median recovery | — | — |
| Agent-readiness score | 100/100 (A) | 94% of MCP servers |
| Tools | 3 | — |
| Tool-list size for an agent | ~996 tokens | 73% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "sheetrender-mcp-server": {
      "type": "http",
      "url": "https://mcp.sheetrender.com/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http sheetrender-mcp-server https://mcp.sheetrender.com/mcp
```

## Tools (10)

- `create_batch_job`: Queues a background job that renders one PDF per row of a dataset.
- `create_continue_link`: Create a link to the template's page on the SheetRender website with the user's rows loaded, so they can be kept as a SheetRender project. Call this only when t
- `create_dataset`: Turns JSON rows into a dataset a batch job can render.
- `list_datasets`: Lists every dataset in a template's project, newest first, with ids, row counts and column keys.
- `list_document_templates`: List the document templates this server can fill from rows of data: certificate of completion, letter, donation receipt and job offer letter. Returns each templ
- `list_templates`: Returns each saved template's name, id and last-updated date.
- `render_documents`: Render one PDF per row of data with a built-in template, and return a PNG preview and a PDF download link for each document. Use when the user has a spreadsheet
- `render_pdf`: Renders one PDF from HTML you supply.
- `render_template`: Renders one PDF from a template already saved in the account.
- `upload_dataset`: Creates a dataset from a file that already exists on the machine.

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.