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MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) MCP server

by gtfo.dev·dev.gtfo/mcp-killchain-stage1-weather·v1.1.0
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Security research: MCP registries verify identity, not tool behavior. See gtfo.dev.

C57/100grade C
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Safety scan
C57/100

full report

Adoption
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Nobody has reviewed MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) yet.

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

MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) tools

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Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 97ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityauth enforced (unknown)9/15
  • Maintenanceno repository listed3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
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 mcp-killchain-stage1-weather https://ailm.gtfo.dev/mcp
Add to Cursor

MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior): common questions

Is MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) MCP server safe?
With care: it is graded C, so read the findings first (57/100). Read the MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) safety report
How do I install MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior)?
It runs remotely at ailm.gtfo.dev. 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 MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) need an API key?
Yes. The endpoint refuses requests without credentials; the publisher's docs say how to get them.
Is MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) maintained?
The latest release is v1.1.0.
Is MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior)?
Servers from other publishers that do the same job: Weather Data MCP Server, Variflight MCP server and Noaa Spaceweather MCP server. Compare all MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) alternatives.

Alternatives to MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior)

Same job from other publishers: the closest match first, then the best rated.

All MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) alternatives →
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    17 weather tools, no API keys: forecasts, alerts, air quality, marine, radar, lightning, wildfires
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  • Variflight
    VariFlight's official MCP server provides tools to query flight, weather, comfort, and fare data.
    A
  • Noaa Spaceweather
    NOAA SWPC space weather: storm scales, Kp index, aurora forecasts, solar wind, activity, alerts.
    More from cyanheads →
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  • Brasil API
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    B
MCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) vs Weather Data MCP ServerMCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) vs VariflightMCP Kill-Chain Research — Stage 1 (Identity ≠ Behavior) vs Noaa Spaceweather

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