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Memory for AI MCP server

by LonelyTraderBay·io.github.LonelyTraderBay/memory-for-ai·v0.11.0
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Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

C69/100grade C
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Safety scan
C69/100

full report

Adoption
Growing

0 stars322 downloads/wk

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Memory for AI tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it

3 medium
  • Code scan3 source files scanned; 4 source files scanned10/25
  • –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 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (3)

  • mediumnpm install lifecycle script presentinstall.script
  • mediumnpm install lifecycle script presentinstall.script
    package.json: …est": "node --test test/*.test.js", "postinstall": "node install.js" }, "engines": { …
  • mediumsubprocess with shell=Trueexec.shell-true
    memory_for_ai-0.11.0/src/memory_for_ai/_cli.py: …run(args) # noqa: S603 — list form, no shell=True sys.exit(result.returncode) d…
Overall 69/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

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

claude mcp add memory-for-ai -- npx -y memory-for-ai-mcp
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Memory for AI: common questions

Is Memory for AI MCP server safe?
With care: it is graded C, so read the findings first (69/100). Read the Memory for AI safety report
How do I install Memory for AI?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Memory for AI need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Memory for AI maintained?
The last commit was in the last day (2026-09-19). The latest release is v0.11.0.
What can I use instead of Memory for AI?
Servers from other publishers that do the same job: Codebase Memory MCP server, Trace MCP server and State Memory MCP server. Compare all Memory for AI alternatives.

Alternatives to Memory for AI

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