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scam-detection

R0· no sign-in

Scam and phishing detection for AI agents: safe/warn/danger verdicts for URLs and messages.

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust80of 100
Uptime, 30 days100%
Latency p50244 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "scam-detection": {
      "type": "http",
      "url": "https://cautellus.com/api/mcp"
    }
  }
}
claude mcp add --transport http scam-detection https://cautellus.com/api/mcp
[mcp_servers.scam-detection]
url = "https://cautellus.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "scam-detection": {
      "type": "remote",
      "url": "https://cautellus.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "scam-detection": {
      "type": "http",
      "url": "https://cautellus.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=scam-detection&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY2F1dGVsbHVzLmNvbS9hcGkvbWNwIn0%3D"
}
{
  "servers": {
    "scam-detection": {
      "type": "http",
      "url": "https://cautellus.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "scam-detection": {
      "httpUrl": "https://cautellus.com/api/mcp"
    }
  }
}
extensions:
  "scam-detection":
    enabled: true
    name: "scam-detection"
    type: streamable_http
    uri: "https://cautellus.com/api/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: scan_message (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); scan_url (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_usage (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
  • pass
    tools.token_costabout 292 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

3 tools, about 292 tokens to load them all · tool set deb36d476672 · checked 2026-10-20 11:08 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 80 / 100

no-repository
provenance55
liveness100
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-100% ~updated-44d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://cautellus.com/api/mcp streamable-httpnoneyes100%244 ms2025-06-182026-10-20

Tools (3)

get_usageCheck the API key’s remaining prepaid scan credits, monthly plan usage, and credit expiry. Free — consumes no credits.
scan_messageAnalyze a message, email, or text for scam indicators before acting on it (payment requests, verification codes, urgency pressure, impersonation). Returns a verdict (safe | warn | danger), a 0-100 risk score, a summary, and specific findings. Costs 1 scan credit.
scan_urlCheck a URL or domain for phishing and scam risk before visiting, clicking, or transacting with it. Returns a verdict (safe | warn | danger), a 0-100 risk score, a plain-English summary, and specific findings (brand impersonation, typosquatting, community scam reports, threat-feed hits). Costs 1 scan credit.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.cautellus/scam-detection",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://cautellus.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://cautellus.com/agents",
  "description": "Scam and phishing detection for AI agents: safe/warn/danger verdicts for URLs and messages."
}