# Pandough MCP server

Source: https://glimind.com/server/mcp-registry%2Fapp.pandough%2Fmcp
Registry id: `mcp-registry/app.pandough/mcp`
Status: live (checked 2026-10-26T19:13:33.716Z)

## Verdict

Pandough MCP server answered 99.97% of Glimind's liveness checks over 30 days, better than 39% of MCP servers, with 1225 ms median handshake and 1 outage in 90 days. Its agent-readiness grade is A (93/100) across 7 tools, costing an agent about 2,893 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.97% | 39% of MCP servers |
| Median handshake latency | 1225 ms | 15% of MCP servers |
| p95 handshake latency | 3340 ms | — |
| Checks in 30 days | 4,885 | — |
| Outages, 90 days | 1 | — |
| Median recovery | 8 min | — |
| Agent-readiness score | 93/100 (A) | 76% of MCP servers |
| Tools | 7 | — |
| Tool-list size for an agent | ~2,893 tokens | 46% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "pandough-mcp-server": {
      "type": "http",
      "url": "https://pandough.app/api/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http pandough-mcp-server https://pandough.app/api/mcp
```

## Tools (7)

- `get_flour_details`: Get detailed information about a specific flour by its slug. Returns full profile including protein, W strength, hydration curve, maturation profiles, and descr
- `list_active_bakes`: List the signed-in baker's scheduled and active bakes plus live temperature-sensor readings when a device is reporting. The first call prompts the chat app to a
- `list_recipes`: List the dough recipe styles plan_bake supports. Call this when a user names a style (Neapolitan, classica, focaccia, bread, baguette) so you pass the correct r
- `plan_bake`: Create a bake plan with ingredient calculations. Returns exact ingredient amounts in grams, an auto-sized yeast amount, a fermentation schedule, dough warnings,
- `search_flours`: Search the Pandough flour database. Returns flour names, protein %, W strength, hydration ranges, and types. Use this to help users find the right flour for the
- `search_ovens`: Search the Pandough oven database. Returns oven specs (max temperature, type, fuel) plus recommended bake settings — top/deck heat, bake time, and deck material
- `troubleshoot`: Search the Pandough baking knowledge base for troubleshooting advice, technique guides, and flour science. Returns curated expert content about common baking is

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