netcafe-live-data

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

Should I use this

Quality & Safety

A
Description quality
88%
Schema completeness
95%
Naming quality
85%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (3)

  • LOWTool 'get_weather' description lacks action verbin get_weather
  • LOWTool 'exchange_rate' description lacks action verbin exchange_rate
  • LOWTool 'get_air_quality' description lacks action verbin get_air_quality

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,675Tokens (tool definitions)
~770 BTypical response size
Moderate attention impact (1.31% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "netcafe-live-data": {
      "url": "https://ainetcafe.com/mcp/data"
    }
  }
}

Remote endpoints

https://ainetcafe.com/mcp/datastreamable-http
https://ainetcafe.com/mcp/data?s=registrystreamable-http

What it can do

Tool inventory

Tools (11)

🟒 Read-only🟑 WriteπŸ”΄ Deleteβšͺ Unknown
🟒what_can_you_do(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 β€” 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 Schema

{
  "type": "object",
  "properties": {
    "task": {
      "type": "string",
      "description": "What you are trying to do, e.g. \"reconcile a bank statement against my books\" or \"ζŠŠδΈ€ε †ε‘η₯¨ζ•΄η†ζˆθƒ½ε…₯θ΄¦ηš„θ‘¨ζ Ό\""
    }
  },
  "required": [
    "task"
  ]
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒package_info(name, ecosystem)

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 Schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "description": "Package name, e.g. \"react\", \"requests\", \"serde\", \"github.com/gin-gonic/gin\"."
    },
    "ecosystem": {
      "type": "string",
      "description": "npm (default) | pypi | crates | go"
    }
  },
  "required": [
    "name"
  ]
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒check_vulns(name, version, ecosystem)

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 Schema

{
  "type": "object",
  "properties": {
    "name": {
      "type": "string",
      "description": "Package name."
    },
    "version": {
      "type": "string",
      "description": "Exact version to check, e.g. \"4.17.15\". Omit to list all known vulns for the package."
    },
    "ecosystem": {
      "type": "string",
      "description": "npm (default) | pypi | crates | go | maven | nuget | packagist"
    }
  },
  "required": [
    "name"
  ]
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒transpile_sql(sql, read, write)

Convert a SQL statement from one dialect to another β€” 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 Schema

{
  "type": "object",
  "properties": {
    "sql": {
      "type": "string",
      "description": "The SQL statement (or several, separated by semicolons)."
    },
    "read": {
      "type": "string",
      "description": "Source dialect, e.g. \"mysql\". Omit to auto-detect from generic SQL."
    },
    "write": {
      "type": "string",
      "description": "Target dialect, e.g. \"postgres\", \"bigquery\", \"doris\"."
    }
  },
  "required": [
    "sql",
    "write"
  ]
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒get_weather(city, lat, lon)

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

Input Schema

{
  "type": "object",
  "properties": {
    "city": {
      "type": "string",
      "description": "City name, e.g. \"Shanghai\" / \"上桷\". Or pass lat/lon."
    },
    "lat": {
      "type": "number",
      "description": "Latitude (alternative to city)."
    },
    "lon": {
      "type": "number",
      "description": "Longitude (alternative to city)."
    }
  },
  "required": []
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒china_reachability(url)

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 β€” you cannot get this from a VPS abroad.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "type": "string",
      "description": "Full URL to test, e.g. https://example.com"
    }
  },
  "required": [
    "url"
  ]
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒exchange_rate(from, to, amount)

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

Input Schema

{
  "type": "object",
  "properties": {
    "from": {
      "type": "string",
      "description": "Base currency code, default USD"
    },
    "to": {
      "type": "string",
      "description": "Target currency code; omit for a table"
    },
    "amount": {
      "type": "number",
      "description": "Amount to convert, default 1"
    }
  }
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒domain_check(domain)

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

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "e.g. example.com"
    }
  },
  "required": [
    "domain"
  ]
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒ssl_check(domain)

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

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "type": "string",
      "description": "e.g. example.com"
    }
  },
  "required": [
    "domain"
  ]
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒get_air_quality(city, latitude, longitude)

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

Input Schema

{
  "type": "object",
  "properties": {
    "city": {
      "type": "string",
      "description": "city name, e.g. εŒ—δΊ¬"
    },
    "latitude": {
      "type": "number"
    },
    "longitude": {
      "type": "number"
    }
  }
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}
🟒ip_lookup(ip)

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

Input Schema

{
  "type": "object",
  "properties": {
    "ip": {
      "type": "string",
      "description": "IPv4/IPv6; omit for caller IP"
    }
  }
}

Output Schema

{
  "type": "object",
  "additionalProperties": true
}

Community

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Evidence

Recent observations

verifiedversion not recorded11 tools
verifiedversion not recorded11 tools
verifiedversion not recorded11 tools
verifiedversion not recorded11 tools