Netcafe Live Data MCP Server

by ainetcafe Your server? Claim it

answering

Netcafe Live Data is answering right now. Last checked 1 min ago. It exposes 11 tools. Last commit 16 Aug 2026.

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

Uptime history 85 days of history · worst day 0%

85 days agonow

69.6%

Uptime 24h

128 of 184 checks

Tools

read from the server

931 ms

Response time

average over 24h

Stars

last commit 16 Aug 2026

What changed 10

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 12 August 2026. No other catalogue keeps this.

16 Aug a tool description was rewritten what_can_you_do

15 Aug a tool appeared what_can_you_do

14 Aug a tool disappeared stock_quote

13 Aug 3 tools appeared check_vulns, package_info, transpile_sql

12 Aug 2 tool descriptions were rewritten china_reachability, get_weather

12 Aug 2 tools changed the parameters they ask for china_reachability, get_weather

Netcafe Live Data does not always answer

Over the last week it answered 49.0% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 1 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add netcafe-live-data --transport http https://ainetcafe.com/mcp/data

Settings → Connectors → Add custom connector, then paste this address

https://ainetcafe.com/mcp/data

~/.codex/config.toml

[mcp_servers.netcafe-live-data]
url = "https://ainetcafe.com/mcp/data"

.cursor/mcp.json

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

.vscode/mcp.json

{
  "servers": {
    "netcafe-live-data": {
      "type": "http",
      "url": "https://ainetcafe.com/mcp/data"
    }
  }
}

This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.

Available tools 11

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

air

get_air_quality

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

china

china_reachability

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.

domain

domain_check

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

exchange

exchange_rate

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

lookup

ip_lookup

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

package

package_info

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.

ssl

ssl_check

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

transpile

transpile_sql

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.

vulns

check_vulns

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.

weather

get_weather

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

what

what_can_you_do

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.

Tools removed

Tools this server used to expose. Anything built against them stopped working on the day they went.

stock_quote

removed 14 Aug 2026

Endpoints

URL	Transport	State	Latency	Checked
https://ainetcafe.com/mcp/data	streamable-http	answering	964 ms	1 min ago
https://ainetcafe.com/mcp/data?s=registry	streamable-http	answering	1905 ms	1 min ago

Alternatives to Netcafe Live Data

same job, measured the same way

GroundAPI

by qingkongzhiqian

Real-time data API for AI Agents: stocks, weather, forex, logistics, search, scrape, news, IP.

answering

Data Aggregator MCP

by vpatser1

Unified data server: stocks, crypto, news, weather, web scraping, FX rates in one MCP

39 installs/wk local only

Inferventis — Financial Data, News & Web MCP

by jonathanpchapman

Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0.001/call.

20 tools answering

Money Reactor

by workers-makar52nn2016-money-reactor

Crypto/stock prices, QR, DNS, RSS, URL reader, AI chat, weather, ENS, hashes. USDC Base $0.001+

35 tools answering

Market Data

by marketcrew

Live market data & technical analysis for US stocks, ETFs and crypto. Read-only, no signup.

15 tools answering

MetricHub Quant - A股量化数据

by clk1st

China A-Share quantitative data: 5000+ stocks, 13 factors, daily market & limit-up analysis.

85 installs/wk answering

Yahoo Finance MCP Server

by thenextgennexus

Get real-time stock quotes, historical data, and compare stocks via Yahoo Finance

36 installs/wk local only

Hypamoon

by hypamoon

Where AI lives: sites, apps, data, domains, email, payments and a phone line, live from your chat.

answering

Netcafe Live Data — questions

Answers built from our own checks of this server.

What can Netcafe Live Data do?

It exposes 11 tools, read directly from the server on our last check. Among them: check_vulns, china_reachability, domain_check, exchange_rate, get_air_quality, get_weather and 5 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is Netcafe Live Data working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 128 of 184 checks got a reply (69.6%), average response time 931 ms. The bar chart above shows every period we have measured.

Did Netcafe Live Data ever remove tools?

Yes. stock_quote is no longer exposed — we recorded the date each one disappeared. A tool vanishing usually means a breaking change for anything that depended on it.

How do I connect Netcafe Live Data?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does Netcafe Live Data need an API key?

No. Netcafe Live Data completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 11 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is Netcafe Live Data?

It answers our handshake in 931 ms on average, which is faster than 7% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.

Is Netcafe Live Data open source?

We cannot say either way: written in JavaScript, 1 stars on GitHub and 1 open issue, but we could not determine the licence, and without one the code is not open source by default.