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Mirror MCP server

by toby·io.github.toby/mirror-mcp·v0.0.8·15 stars
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Mirror MCP: Introspection for LLMs

B71/100grade B
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Safety scan
B71/100

full report

Adoption
New

15 stars

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

Mirror tools (1)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • reflect

    Enable targeted LLM self-reflection with customizable prompts for specialized analysis. Use custom system_prompt and user_prompt parameters to get focused, expert-level reflections instead of generic responses. Particularly effective for domain-specific analysis, critical thinking, coaching perspectives, and structured output formats.

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

1 medium
  • Code scan7 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 430 days ago1/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • mediumNo commits in over a yearmaint.stale
Overall 71/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Mirror compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
71/100
higher than 36% of 48,255 servers
Tools
1
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
15
more than 90% of 28,688 servers

What its tools let an agent do: 1 read

Install Mirror in Claude Code, Cursor or VS Code

Runs npx -y mirror-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mirror-mcp -- npx -y mirror-mcp
Add to Cursor

Mirror: common questions

Is Mirror MCP server safe?
Mostly: it is graded B (71/100). Read the Mirror safety report
How do I install Mirror?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Mirror need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Mirror maintained?
The last commit was 463 days ago (2025-07-28). The latest release is v0.0.8.
How does Mirror compare with other MCP servers?
safety score 71/100 (higher than 36% of 48,255 servers); tools 1 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.