AIWebSignals

io.github.GalanaiPublished by GitHub account Galanaiv2.1.7Updated Oct 24, 2026

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

The publisher's own server: SIGNALS Loyalty Agent Platform

VerifiedStreamable HTTPWeb executableWeb Search & Scraping Security & Monitoring

Server details

Identifier: io.github.Galanai/aiwebsignals
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 20, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified the GitHub account Galanai for this listing. That does not show the account is the product's maker.

SourceWeft's checks cover whether the listing is complete and the endpoint answered; they do not review the server's code or what its tools do.

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Overview

AI-generated overview

A remote scanner that checks how ready a website is for AI agents and machine-facing observability.

What you can do: AIWebSignals is a hosted, remote MCP endpoint that provides a public AI web-readiness scanner and machine-facing observability discovery service. Based on the description, it lets an assistant scan a site and discover what machine-readable or observability signals it exposes. No individual tools are listed in the supplied material.
When to use it: Worth considering when you want an assistant to assess a website's readiness for AI agents or to discover machine-facing observability endpoints. It is a hosted service, so it suits users who prefer a remote endpoint over a local install.
Requirements: A remote MCP endpoint at over streamable HTTP. No packages, environment variables, headers, or authentication are declared, so no credentials appear to be needed.

Before you install

The service is remote and public, so any target you scan is submitted to a third party. No authentication is declared, so treat results as unverified and avoid scanning private or internal hosts.

Installation

In SourceWeft

Open AIWebSignals in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.Galanai%2Faiwebsignals/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

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

README

This repository has no README.

Tools

scan_ai_web_readiness

Scan AI Web Readiness

FREE EVALUATION FIRST: run a bounded public website readiness scan and get an explicit next-tool recommendation for a normalized evidence report. Read-only; no account or charge. Private/local network targets are rejected; observations may be saved to public scan history.

Parametersdomainrequired

get_machine_capabilities

Get AIWebSignals Capabilities

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

Takes no parameters.

get_machine_pricing

Get AIWebSignals Pricing

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

Takes no parameters.

get_normalized_report

Get Public AI Web Evidence Report

Read an existing or boundedly refreshed public AI web-readiness evidence report for a public domain. Unknown evidence remains unknown.

Parametersdomainrequired

get_scan_history

Get Public AI Web Scan History

Retrieve public, exact-target scan history and observed changes for a domain; excludes private connected-site evidence.

Parameterslimitdomainrequired

compare_public_machine_web_evidence

Compare Public AI Web Evidence

Compare observable public machine-web readiness and evidence coverage for two to six public domains.

Parametersdomainsrequired

evaluate_ai_web_readiness

Evaluate Public AI Web Readiness — Scan + Verified Evidence in One Call

FREE ONE-CALL EVALUATION: run the existing bounded public readiness scan, retrieve the matching persisted normalized evidence report, verify scan ID + hostname, then return observed findings and next actions in this one response. Unknown evidence is not a successful observation. Never charges or changes a website.

Parametersdomainrequired

diagnose_agent_connection

Diagnose Agent Connection to AIWebSignals

FREE: read-only MCP/A2A compatibility guidance for version negotiation, legacy/modern header errors, invalid params and unavailable A2A task methods. Never send raw headers, IPs or secrets.

Parametersreasonsurfacerequiredoperationhttp_statusmethod_headeraccept_profilesession_headerprotocol_version

request_machine_capability

Request an AIWebSignals Machine Capability for a Future Release

Declare a missing capability by bounded technical slug and category. This records aggregate research evidence only; it will not execute, charge, provision, queue or promise future delivery.

Parametershorizoncategoryrequiredrequested_capabilityrequired

Version history

v2.1.7LatestSep 20, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
License10 pts
Declare a license in the repository or the registry entry.