AIWebSignals MCP Server

by galanai Your server? Claim it

answering

AIWebSignals is answering right now. Last checked moments ago. It exposes 3 tools.

Public AI web-readiness scanner and machine-facing observability discovery service.

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 32 hours of history · worst hour 50%

32 hours agonow

96.7%

Uptime 24h

88 of 91 checks

Tools

read from the server

266 ms

Response time

average over 24h

open, no key

Access

streamable-http

AIWebSignals does not always answer

Over the last week it answered 94.9% 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 0 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add aiwebsignals --transport http https://aiwebsignals.com/mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "aiwebsignals": {
      "url": "https://aiwebsignals.com/mcp"
    }
  }
}

~/.codex/config.toml

[mcp_servers.aiwebsignals]
url = "https://aiwebsignals.com/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "aiwebsignals": {
      "url": "https://aiwebsignals.com/mcp"
    }
  }
}

.vscode/mcp.json

{
  "mcpServers": {
    "aiwebsignals": {
      "url": "https://aiwebsignals.com/mcp"
    }
  }
}

Available tools 3

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

machine

get_machine_capabilities

Return the current public capability contract served at /api/capabilities, including active protocol, evidence, and security boundaries.

get_machine_pricing

Return the same public plan catalog served at /api/machine-pricing. Provider configuration identifiers and payment credentials are excluded.

scan

scan_ai_web_readiness

Run AIWebSignals' existing bounded public readiness scanner for a public hostname or HTTP(S) URL. Private/local network targets are rejected. The target website is not modified; AIWebSignals may persist its normalized observation in scan history.

Endpoints

URL	Transport	State	Latency	Checked
https://aiwebsignals.com/mcp	streamable-http	answering	211 ms	0 min ago

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AIWebSignals — questions

Answers built from our own checks of this server.

What can AIWebSignals do?

It exposes 3 tools, read directly from the server on our last check. Among them: get_machine_capabilities, get_machine_pricing, scan_ai_web_readiness. 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 AIWebSignals working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 88 of 91 checks got a reply (96.7%), average response time 266 ms. The bar chart above shows every period we have measured.

Is AIWebSignals still maintained?

The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.

How do I connect AIWebSignals?

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

Does AIWebSignals need an API key?

No. AIWebSignals completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is AIWebSignals?

It answers our handshake in 266 ms on average, which is faster than 58% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.