# AI LedParser (remote · florosonic.win)

LED selection by package, CCT and current: flux, lm/W, price per lumen from datasheet curves.

- Trust score: 69/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `florosonic.win`: 69/100 (this document), [markdown](https://verifymcp.io/servers/win-florosonic-ledparser/api-mcp.md), [page](https://verifymcp.io/servers/win-florosonic-ledparser/api-mcp)

## Channel facts

- Endpoint: `https://florosonic.win/api/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**: 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**: 57/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 953 tokens (~476/item across 2 items; 2 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 7/100
  - Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 96/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 88% 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 2 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 3 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the AI LedParser MCP server?

AI LedParser is a hosted endpoint at https://florosonic.win/api/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 win-florosonic-ledparser 'https://florosonic.win/api/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "win-florosonic-ledparser": {
      "url": "https://florosonic.win/api/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "win-florosonic-ledparser": {
      "type": "http",
      "url": "https://florosonic.win/api/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.win-florosonic-ledparser]
url = "https://florosonic.win/api/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "win-florosonic-ledparser": {
      "type": "remote",
      "url": "https://florosonic.win/api/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add win-florosonic-ledparser --url 'https://florosonic.win/api/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  win-florosonic-ledparser:
    url: "https://florosonic.win/api/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "win-florosonic-ledparser": {
      "Transport": "http",
      "Url": "https://florosonic.win/api/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add win-florosonic-ledparser -t streamable-http -u 'https://florosonic.win/api/mcp'
```

### Other

```json
{
  "mcpServers": {
    "win-florosonic-ledparser": {
      "type": "http",
      "url": "https://florosonic.win/api/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 69, +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.

### 2026-11-04 (score 68, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-11-03 (score 68)

First indexed and scored.

## MCP tools (2)

### `led_select` (~415 tokens)

Расчётный подбор светодиодов по корпусу, CCT и рабочему току. Тока нет — вызови led_catalog_search (прайс без расчёта) или спроси ток. По умолчанию 5 позиций, максимум 10 — просят больше, вызывай с limit 10. Без availability — только склад и в пути; availability.source=all — все позиции. Без sort — дешевле всего за люмен; с thresholds.target_flux сортировка всегда flux-distance-asc, без него flux-distance-asc — отказ sort-invalid. Результат показывай таблицей из поля table ответа — она та же, что на сайте. hidden_message передай человеку; заказ не обещай.

Input parameters:

- `availability` (object): наличие { source, min_quantity }: stock — только склад, stock-and-order — склад и в пути, all — все позиции без отсечения по количеству. Поле не передано — склад и в пути, минимум 1; при названной ма…
- `catalog` (object, required)
- `current` (number, required): рабочий ток в мА
- `limit` (integer)
- `price` (object): предел цены за штуку
- `sort` (string): сортировка выдачи: price-per-lumen-rub-asc — дешевле всего за люмен, price-rub-asc — дешевле всего за штуку, price-cny-asc — дешевле всего за штуку, efficacy-desc — самые эффективные, flux-desc — сам…
- `temperature`: температура точки пайки в °C; градусы без уточнения — это она
- `thresholds` (object): пороги потока и эффективности

### `led_catalog_search` (~290 tokens)

Прайс без расчёта: поиск по каталогу без тока, корпус и CCT обязательны, плюс маркировка, напряжение, CRI, количество, наличие и цена. Без availability — только склад и в пути; availability.source=all — все позиции без отсечения по количеству. Потока и лм/Вт в ответе нет — для них led_select с рабочим током. Результат показывай таблицей из поля table ответа — она та же, что на сайте. hidden_message передай человеку; заказ не обещай.

Input parameters:

- `availability` (object): наличие { source, min_quantity }: stock — только склад, stock-and-order — склад и в пути, all — все позиции без отсечения по количеству. Поле не передано — склад и в пути, минимум 1; при названной ма…
- `color_temp` (string, required): цветовая температура света
- `cri` (integer): индекс цветопередачи
- `marking` (string): маркировка или модель
- `min_quantity` (integer): названное пользователем количество, 0 — если не названо
- `package_size` (string, required): корпус светодиода
- `price` (object): предел цены за штуку
- `voltage` (number): напряжение

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/win-florosonic-ledparser/api-mcp#diagnostics

## Score history

- 2026-11-05: 69
- 2026-11-04: 68
- 2026-11-03: 68

## Common questions

### What is the AI LedParser MCP server?

AI LedParser is an MCP server listed in the public MCP registry as win.florosonic/ledparser. LED selection by package, CCT and current: flux, lm/W, price per lumen from datasheet curves. This page covers its hosted endpoint (https://florosonic.win/api/mcp).

### Is the AI LedParser MCP server safe to use?

AI LedParser scores 69 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 AI LedParser MCP server expose?

AI LedParser exposes 2 tools: led_select, led_catalog_search. Their descriptions and schemas cost roughly 705 tokens of context every time the server is loaded.

### Does the AI LedParser MCP server require authentication?

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

### Is the AI LedParser MCP server still maintained?

AI LedParser 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://florosonic.win/api/mcp
- Website: https://florosonic.win/ai-agents
- Changelog RSS feed: https://verifymcp.io/servers/win-florosonic-ledparser/api-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/win-florosonic-ledparser/api-mcp.json
- HTML version of this page: https://verifymcp.io/servers/win-florosonic-ledparser/api-mcp