# Makerportal Compute MCP server

Source: https://glimind.com/server/mcp-registry%2Fai.makerportal%2Fcompute
Registry id: `mcp-registry/ai.makerportal/compute`
Status: live (checked 2026-10-27T07:52:47.218Z)

## Verdict

Makerportal Compute MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 480 ms median handshake and 0 outages in 90 days. Its agent-readiness grade is A (90/100) across 8 tools, costing an agent about 3,459 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 | 480 ms | 49% of MCP servers |
| p95 handshake latency | 2590 ms | — |
| Checks in 30 days | 4,984 | — |
| Outages, 90 days | 0 | — |
| Median recovery | — | — |
| Agent-readiness score | 90/100 (A) | 69% of MCP servers |
| Tools | 8 | — |
| Tool-list size for an agent | ~3,459 tokens | 43% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "makerportal-compute-mcp-server": {
      "type": "http",
      "url": "https://makerportal.ai/api/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http makerportal-compute-mcp-server https://makerportal.ai/api/mcp
```

## Tools (8)

- `biquadDesign`: Design one RBJ-cookbook biquad and report its numerical behaviour. The identical function behind the /lab/biquad coefficient tables. Returns coefficients at the
- `gaussianBeam`: Solve an ideal Gaussian laser beam: Rayleigh range, divergence, radius at a distance, and the waist behind a focusing lens. The identical function behind the wo
- `llmVramFit`: Decide whether one LLM fits one accelerator, at every quantization. The identical function behind the /lab/llm-vram instrument. Returns one row per quantization
- `opticsResonator`: Solve a two-mirror laser cavity: g-parameters, stability, and the TEM00 waist and mirror spot sizes. The identical function behind the worked examples on /lab/o
- `portLength`: Solve a vented loudspeaker box for the length of round port to cut, with both end corrections, the smallest workable diameter and the peak port air speed. The i
- `roomModes`: Solve the eigenmodes of a rectangular room. The identical function behind the /lab/room-modes instrument. Dimensions are in feet and are converted at 0.3048 m/f
- `roomShapeBand`: Solve the best rectangular room proportions for a given volume. The identical function that renders /lab/room-shape/{lo}-{hi}. Give a room volume in cubic feet 
- `solenoidField`: Solve the on-axis magnetic field of an air-core solenoid. The identical function behind the /lab/solenoid table. Returns the centre field per amp-turn and at th

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