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SlashML (/ml) Persistent Agent Memory & Code Localization

io.github.slashml-ai/ml-memoryVersion 1.0.14

Persistent conversational memory, behavioral code search, and bug localization for AI agents.

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Registry data as of
Nov 14, 2026, 21:12 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP
npm: @slashml/mcp 1.0.14
Package only

npm (npx)

claude mcp add ml-memory -e 'SLASHML_API_KEY=<YOUR_SLASHML_API_KEY>' -- npx -y @slashml/mcp@1.0.14

Replace <YOUR_SLASHML_API_KEY> before running.

Streamable HTTP
pypi: slashml-memory 1.0.12
Package only

PyPI (uvx)

claude mcp add ml-memory -e 'SLASHML_API_KEY=<YOUR_SLASHML_API_KEY>' -- uvx slashml-memory==1.0.12

Replace <YOUR_SLASHML_API_KEY> before running.

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Tools

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Details

Registry status
Active
Published
Nov 14, 2026
Updated
Nov 14, 2026
Website
https://slashml.ai/⁠ (opens in a new tab)
Repository
https://github.com/slashml-ai/ml-memory⁠ (opens in a new tab)
Categories (suggested)
Knowledge and notesSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR
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