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ahmetakyurt/zipmem-mcp (zipmem-mcp)

zipmem-mcp · v1.0.0 · scanned

What changed in the harness

Selection accuracy 95→100, token cost up 3%, unconfirmed writes 0%→0%.

Category breakdown

Where the score comes from.

Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.

01Safety

0.0 / 30

0.0 out of 30
02Legibility

28.1 / 30

28.1 out of 30
03Economics

19.9 / 20

19.9 out of 20
04Discoverability

12.4 / 20

12.4 out of 20

Highest-impact fix

Estimated gain +30 points

Add explicit identity and permission preflight tools

Expose machine-readable principal/tenant confirmation and a non-mutating permission check so agents can verify both before destructive actions.

Description evidence

Defects and rewrites.

1 defect found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.

Tool Defect types Suggested rewrite
zipmem_checkpoint
params_unexplained no_return_description
Stage incremental progress for crash-safety during a session. Call this periodically after each meaningful unit of work (a feature wired up, a bug fixed, a decision made) so that an abrupt exit (Ctrl+C, closed terminal, crash) never loses more than the last few steps. Pass blueprints (verbatim architectural facts, schemas, or decisions to preserve), anchors (file-path and line-range coordinates that replace raw code blocks, each with a concept describing the structural change), and lessons (distilled bug fixes and gotchas, each with an optional detail and related files), plus a running one-line summary of progress so far. The data is buffered durably and folded into memory automatically at the next session if the current one ends without a clean compaction. It is cheap and does NOT finalize the session. Returns a confirmation that the checkpoint was staged successfully.

Selection evidence

Confusable tool pairs.

3 pairs where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
zipmem_save_and_compact zipmem_checkpoint medium Both write the same structured fields (blueprints/anchors/lessons) and are described as 'saving progress to memory', so a mid-session request like 'save our progress so it isn't lost' could select the wrong one. The distinguishing triggers (explicit exit/goodbye vs periodic) are only disambiguated if the agent reads the full descriptions carefully.
zipmem_load_memory zipmem_save_and_compact low Both mention long-term memory, but one loads at session start and the other saves on exit; a task like 'restore our memory' vs 'store this in memory' has a clear direction, and the descriptions mark them as opposite actions.
zipmem_load_memory zipmem_checkpoint low Load is reading context at session start (CALL THIS FIRST) while checkpoint is writing progress periodically; only a vague task mentioning 'checkpoint our memory/context' without save/load direction could misfire, which is unlikely given the explicit call-timing hints.

Compare the field

One score is useful.
The evidence makes it actionable.

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