# com.ainetcafe/netcafe-live-data (remote · ainetcafe.com)

Live data: weather, air quality, FX, CN/HK/US stocks, IP geo, domain, SSL, China reachability.

- Trust score: 71/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-17

## Components

- remote · `ainetcafe.com`: 71/100 (this document), [markdown](https://verifymcp.io/servers/com-ainetcafe-netcafe-live-data/mcp-data-2.md), [page](https://verifymcp.io/servers/com-ainetcafe-netcafe-live-data/mcp-data-2)

## Channel facts

- Endpoint: `https://ainetcafe.com/mcp/data?s=registry`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.2.0`

## 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 2026-08-17.

- **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**: 80/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 1072 tokens (~97/item across 11 items; 11 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 4/100
  - Stability check failed: schema churn in the 4 days we've observed: 1 tool removals, 0 breaking changes, 0 auth/transport breaks, 1 additions.
- **Tool Coverage**: 97/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 91% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### Claude

```bash
claude mcp add --transport http com-ainetcafe-netcafe-live-data https://ainetcafe.com/mcp/data?s=registry
```

### Codex

```toml
[mcp_servers.com-ainetcafe-netcafe-live-data]
url = "https://ainetcafe.com/mcp/data?s=registry"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-ainetcafe-netcafe-live-data": {
      "type": "remote",
      "url": "https://ainetcafe.com/mcp/data?s=registry",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-ainetcafe-netcafe-live-data --url https://ainetcafe.com/mcp/data?s=registry --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-ainetcafe-netcafe-live-data:
    url: "https://ainetcafe.com/mcp/data?s=registry"
```

### Other

```json
{
  "mcpServers": {
    "com-ainetcafe-netcafe-live-data": {
      "type": "http",
      "url": "https://ainetcafe.com/mcp/data?s=registry"
    }
  }
}
```

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.

### 2026-08-17 (score 71, +1)

- [security] Tool “what_can_you_do” rewrote its description, which is the text the model reads

### 2026-08-16 (score 70, 0)

- [functional regression] Schema quality: 913 → 1075
- [functional] New tool “what_can_you_do”

### 2026-08-15 (score 70, +1)

- [security regression] Stability: 0.03 → fail
- [security regression] Tool “stock_quote” was removed
- [functional improvement] MCP protocol: fail → pass
- [functional] MCP protocol version: 2025-06-18 → 2026-07-28

### 2026-08-14 (score 69, +1)

- [functional improvement] Stability: unverified → 0.03

### 2026-08-13 (score 68)

First indexed and scored.

## MCP tools (11)

### `what_can_you_do` (~159 tokens)

Find the right tool for a task

Describe a task in plain language (any language) and get back exactly which tools on this server do it, with ready-to-run example calls — instead of reading the whole catalogue and guessing. Also returns multi-step recipes when a task needs several tools chained (invoices to a ledger, a bank statement reconciled, a messy CSV turned into a deliverable). Deterministic and free: it calls no model, costs nothing, and never runs out of quota. Call this FIRST when you are not sure what this server offers.

Input parameters:

- `task` (string, required): What you are trying to do, e.g. "reconcile a bank statement against my books" or "把一堆发票整理成能入账的表格"

### `package_info` (~94 tokens)

Look up a package (npm / PyPI / crates / Go)

Latest version, license, repo, description, dependencies and weekly downloads for any public package. Use it before adding a dependency, or to check whether the version in a lockfile is current.

Input parameters:

- `ecosystem` (string): npm (default) | pypi | crates | go
- `name` (string, required): Package name, e.g. "react", "requests", "serde", "github.com/gin-gonic/gin".

### `check_vulns` (~142 tokens)

Check a package for known vulnerabilities

Query OSV.dev for known CVE/GHSA vulnerabilities affecting a package (optionally a specific version), and get the versions they were fixed in. Use it when reviewing dependencies or a lockfile. Covers npm, PyPI, crates.io, Go, Maven, NuGet and Packagist.

Input parameters:

- `ecosystem` (string): npm (default) | pypi | crates | go | maven | nuget | packagist
- `name` (string, required): Package name.
- `version` (string): Exact version to check, e.g. "4.17.15". Omit to list all known vulns for the package.

### `transpile_sql` (~181 tokens)

Translate SQL between dialects

Convert a SQL statement from one dialect to another — mysql, postgres, sqlite, tsql, oracle, snowflake, bigquery, redshift, spark, hive, presto, trino, duckdb, clickhouse, databricks, doris, starrocks and more. Deterministic parser (sqlglot), not an LLM: the same input always produces the same output, and syntax errors come back with the exact line and column. Use it when migrating queries between databases or debugging dialect-specific syntax.

Input parameters:

- `read` (string): Source dialect, e.g. "mysql". Omit to auto-detect from generic SQL.
- `sql` (string, required): The SQL statement (or several, separated by semicolons).
- `write` (string, required): Target dialect, e.g. "postgres", "bigquery", "doris".

### `get_weather` (~74 tokens)

Get current weather

Current weather and short forecast for a city or coordinates. Works for Chinese cities too.

Input parameters:

- `city` (string): City name, e.g. "Shanghai" / "上海". Or pass lat/lon.
- `lat` (number): Latitude (alternative to city).
- `lon` (number): Longitude (alternative to city).

### `china_reachability` (~78 tokens)

Test if a URL is reachable from mainland China

Fetch a URL from a real mainland-China network egress and report HTTP status, latency and China DNS resolution. Answers "is my site/API usable from China?" with a measurement instead of a guess — you cannot get this from a VPS abroad.

Input parameters:

- `url` (string, required): Full URL to test, e.g. https://example.com

### `exchange_rate` (~71 tokens)

Live exchange rates

Live currency exchange rate: one pair with conversion, or a major-currency table for a base currency.

Input parameters:

- `amount` (number): Amount to convert, default 1
- `from` (string): Base currency code, default USD
- `to` (string): Target currency code; omit for a table

### `domain_check` (~43 tokens)

Domain availability / whois

Check if a domain is registered via official RDAP: availability, registrar, created/expiry dates, nameservers.

Input parameters:

- `domain` (string, required): e.g. example.com

### `ssl_check` (~43 tokens)

SSL certificate check

Inspect the TLS certificate of a domain: issuer, validity window, days until expiry, trust status, SANs.

Input parameters:

- `domain` (string, required): e.g. example.com

### `get_air_quality` (~60 tokens)

Live air quality (AQI)

Live air quality for any city: US/European AQI, PM2.5, PM10, ozone.

Input parameters:

- `city` (string): city name, e.g. 北京
- `latitude` (number)
- `longitude` (number)

### `ip_lookup` (~42 tokens)

IP geolocation

IP address geolocation and ISP: country, region, city, ISP, timezone.

Input parameters:

- `ip` (string): IPv4/IPv6; omit for caller IP

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-ainetcafe-netcafe-live-data/mcp-data-2#diagnostics

## Score history

- 2026-08-17: 71
- 2026-08-16: 70
- 2026-08-15: 70
- 2026-08-14: 69
- 2026-08-13: 68

## Links

- Remote endpoint: https://ainetcafe.com/mcp/data?s=registry
- Repository: https://github.com/mario03690/ai-netcafe
- Website: https://ainetcafe.com/tools
- Changelog RSS feed: https://verifymcp.io/servers/com-ainetcafe-netcafe-live-data/mcp-data-2.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-ainetcafe-netcafe-live-data/mcp-data-2.json
- HTML version of this page: https://verifymcp.io/servers/com-ainetcafe-netcafe-live-data/mcp-data-2