Mmcp.market

AIWebSignals MCP server

by Galanai·io.github.Galanai/aiwebsignals·v2.1.7
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Public AI web-readiness scanner and machine-facing observability discovery service.

C57/100grade C
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Safety scan
C57/100

full report

Adoption
New

Little public usage data yet

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If you have run it, two minutes of your experience saves the next person an afternoon.

AIWebSignals tools (3, 1 write)

write = sends, deletes, buys or posts
  • get_machine_capabilitiesFree

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

  • get_machine_pricingFree

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

  • scan_ai_web_readinesswrite actionFree

    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.

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

1 high
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 987ms20/20
  • Tool poisoning3 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 1 write-action tools with no auth3/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 57/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

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

AIWebSignals: common questions

Is AIWebSignals MCP server safe?
With care: it is graded C, so read the findings first (57/100). Read the AIWebSignals safety report
How do I install AIWebSignals?
It runs remotely at aiwebsignals.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AIWebSignals need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is AIWebSignals maintained?
The latest release is v2.1.7.
Is AIWebSignals up?
100% of our last 4 checks got an answer. We check remote servers about four times a day.

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