# GoAI Moat Product Selection & Niche Research (remote · selection.mcp.goaimoat.com)

Product idea scoring, niche validation framework and seasonal timing for cross-border sellers

- Trust score: 62/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-26

## Components

- remote · `selection.mcp.goaimoat.com`: 62/100 (this document), [markdown](https://verifymcp.io/servers/com-goaimoat-product-selection/selection.md), [page](https://verifymcp.io/servers/com-goaimoat-product-selection/selection)

## Channel facts

- Endpoint: `https://selection.mcp.goaimoat.com/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 2026-09-26.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 3 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - 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**: 61/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 691 tokens (~230/item across 3 items; 3 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**: 92/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 71% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 4 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 GoAI Moat Product Selection & Niche Research MCP server?

GoAI Moat Product Selection & Niche Research is a hosted endpoint at https://selection.mcp.goaimoat.com/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 com-goaimoat-product-selection 'https://selection.mcp.goaimoat.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-goaimoat-product-selection": {
      "url": "https://selection.mcp.goaimoat.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-goaimoat-product-selection": {
      "type": "http",
      "url": "https://selection.mcp.goaimoat.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-goaimoat-product-selection]
url = "https://selection.mcp.goaimoat.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-goaimoat-product-selection": {
      "type": "remote",
      "url": "https://selection.mcp.goaimoat.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-goaimoat-product-selection --url 'https://selection.mcp.goaimoat.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-goaimoat-product-selection:
    url: "https://selection.mcp.goaimoat.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-goaimoat-product-selection": {
      "Transport": "http",
      "Url": "https://selection.mcp.goaimoat.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-goaimoat-product-selection -t streamable-http -u 'https://selection.mcp.goaimoat.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-goaimoat-product-selection": {
      "type": "http",
      "url": "https://selection.mcp.goaimoat.com/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.

### 2026-09-25 (score 62, −2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-09-24 (score 64)

First indexed and scored.

## MCP tools (3)

### `score_product_idea` (~362 tokens)

Score Product Idea

给一个产品想法做七维加权评分，输出能不能做 + 要做先验证什么。

Input parameters:

- `category` (string, required): 品类（如 "Kitchen & Dining / 厨房小家电"）。
- `competition` (integer): 竞争强度 1-5（1 无竞争，5 红海头部碾压）。
- `demand` (integer): 需求规模 1-5（1 几乎没人买，5 持续高搜索高增速）。
- `differentiation` (integer): 差异化能力 1-5（1 纯跟卖，5 明显差异化）。
- `email` (string)
- `ip_risk` (integer): 知识产权风险 1-5（1 无风险，5 明显侵权踩线）。
- `license_key` (string)
- `logistics` (integer): 物流复杂度 1-5（1 超大/易碎/危险品，5 轻小件易运）。
- `margin` (integer): 单位毛利 1-5（1 亏本，5 净利 >30%）。
- `market` (string): 目标站点，US / EU / JP（默认 US）。
- `product_name` (string, required): 产品名称/想法描述（如 "便携榨汁杯"）。
- `seasonality` (integer): 季节性 1-5（1 强季节性，5 全年稳定）。
- `target_price` (number): 目标售价（可选，单位 USD）。
- `unit_cost` (number): 单位成本（可选，用于毛利校验提示，单位 USD）。

### `niche_validation_framework` (~91 tokens)

Niche Validation Framework

给定品类，返回细分市场（niche）验证框架：验证什么、阈值、红旗信号。

Input parameters:

- `category` (string, required): 品类（如 "phone accessories / 手机配件"）。
- `email` (string)
- `license_key` (string)
- `market` (string): 目标站点 US / EU / JP（默认 US）。

### `seasonal_launch_calendar` (~74 tokens)

Seasonal Launch Calendar

返回目标站点的季节性需求节奏日历 + 头程/备货前置期，指导「什么时候上架」。

Input parameters:

- `email` (string)
- `license_key` (string)
- `market` (string): 目标站点 US / EU / JP（默认 US）。

## Diagnostics

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

## Score history

- 2026-09-26: 62
- 2026-09-25: 62
- 2026-09-24: 64

## Common questions

### What is the GoAI Moat Product Selection & Niche Research MCP server?

GoAI Moat Product Selection & Niche Research is an MCP server listed in the public MCP registry as com.goaimoat/product-selection. Product idea scoring, niche validation framework and seasonal timing for cross-border sellers. This page covers its hosted endpoint (https://selection.mcp.goaimoat.com/mcp).

### Is the GoAI Moat Product Selection & Niche Research MCP server safe to use?

GoAI Moat Product Selection & Niche Research scores 62 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 GoAI Moat Product Selection & Niche Research MCP server expose?

GoAI Moat Product Selection & Niche Research exposes 3 tools: score_product_idea, niche_validation_framework, seasonal_launch_calendar. Their descriptions and schemas cost roughly 527 tokens of context every time the server is loaded.

### Does the GoAI Moat Product Selection & Niche Research MCP server require authentication?

No. We connected to GoAI Moat Product Selection & Niche Research without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the GoAI Moat Product Selection & Niche Research MCP server still maintained?

GoAI Moat Product Selection & Niche Research is still listed as active in the MCP registry. We last reached this channel on 26 September 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://selection.mcp.goaimoat.com/mcp
- Repository: https://github.com/jayniebingyu-cyber/goaimoat-ai-visibility-mcp
- Website: https://goaimoat.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-goaimoat-product-selection/selection.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-goaimoat-product-selection/selection.json
- HTML version of this page: https://verifymcp.io/servers/com-goaimoat-product-selection/selection