ASSESSMENT #AIM-2026-000000

io.github.jagoff/memo

Automated only

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Repository Third-party · pypi

Install

pipx run mlx-memo

Running any third-party MCP server executes its code with the permissions you grant it. A grade reflects our findings at the “last verified” date below — verify independently before installing in a sensitive environment.

Should you install this?

Grading in progress — no dimensions have been assessed yet. Check back soon for a full picture.

Last verified 2026-08-14

Dispute this grade

Overall grade pending

Alternatives

io.github.tinhien11/tdai-memory-mcp
Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.
Pending Compare grades side by side
io.github.skynetcmd/m3-memory
Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.
Pending
io.github.MaxFreedomPollard/compartment
Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.
Pending
ai.com.mcp/contabo
Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server
D
io.github.freema/mcp-jira-stdio
MCP server for Jira Cloud — issues, search, comments, attachments, transitions.
Pending

Grade history

Historical grade tracking becomes available once this server has been through at least two sync cycles — the longitudinal dataset is what answers “is this server getting worse?”

Maintainer of this server? Dispute a finding or trigger a re-scan after a fix.

How disputes work Claim this listing