MCP Observatory
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AdevAarons/specularis-mcp-audit

github
github HTML analyzed 548e9e4

Free AI visibility (GEO/AEO) audit as a remote MCP server — check whether ChatGPT, Claude & Perplexity can find and cite any website, from inside Claude/ChatGPT.

maintainer
AdevAarons
licence
MIT
first seen
2026-08-02
last seen
2026-10-02
releases · 30d
0
github stars
0 reported
short id

AdevAarons/specularis-mcp-audit is an MCP server distributed on github, maintained by AdevAarons, tracked here since August 2026. It has shipped 0 releases and exposes 3 tools. Tools include book_strategy_call, find_ai_citations, run_ai_visibility_audit. Its composite risk grade is B — an inferred review prompt computed from observed signals, not a verdict.

lifetime releases
0
releases · 30d
0
dependencies
0
dependents
0

what we found

Reading the source raised one review prompt — dangerous code — each a pattern worth a human look rather than a finding of fault.

Its 3 tools appear to reach filesystem, network and secrets, inferred from tool names, descriptions and input schemas rather than from observed behaviour.

full security breakdown →

tools

3
  • book_strategy_call
  • find_ai_citations
  • run_ai_visibility_audit

release cadence · 90d

0 releases

No releases yet.

recent releases

last 0

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