io.github.toby/mirror-mcp

MCPcommunity
v0.0.8io.github.tobyUnknownUpdated 9mo agonpmGitHub

Mirror MCP: Introspection for LLMs

A Model Context Protocol (MCP) server that provides a tool, enabling LLMs to engage in self-reflection and introspection through recursive questioning and MCP sampling. mirror-mcp allows AI models to "look at themselves" by providing a reflection mechanism. When an LLM uses the tool, it can pose questions to itself and receive answers through the Model Context Protocol's sampling capabilities.…

Automatically indexed from public sources. Not yet verified by the developer on Forge.Claim this listing →
9mo agoLast update
Package
Authorio.github.toby
LicenseUnknown
Version0.0.8
Sourcemcp-registry
Trust Status
B
60/100Good
Listed in Forge index+10/10
Publisher identity verified+0/25
Publisher: run `forge publish` from the package repo to claim ownership
Ed25519 publish signature+0/10
Included automatically when the publisher runs `forge publish`
Domain verification+0/5
Publisher: host /.well-known/forge.json on the package homepage with { "publisher": "<github-login>" }
CVE scan · clean+30/30
Static analysis · clean+20/20
npm provenance (Sigstore)+0/5
Publish from GitHub Actions with the --provenance flag
Paste into Claude Code, Cursor, or any AI assistant to fix all gaps
StatusCommunity-indexed
PublisherUnverified
SignatureUnsigned
Domain
Provenance
Dependencies60 resolved+ · none vulnerable
Tool surface1 tool · none privileged
Security scan✓ Cleanv0.0.8 · 20d ago
EvalsNone
IndexedJun 13, 2026

Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.

About

A Model Context Protocol (MCP) server that provides a tool, enabling LLMs to engage in self-reflection and introspection through recursive questioning and MCP sampling. mirror-mcp allows AI models to "look at themselves" by providing a reflection mechanism. When an LLM uses the tool, it can pose questions to itself and receive answers through the Model Context Protocol's sampling capabilities. This creates a powerful feedback loop for self-analysis, reasoning validation, and iterative…

Keywords
mcp