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sekera-radim/impri (@impri/mcp)

impri-mcp · v0.1.0 · scanned

What changed in the harness

Selection accuracy 100→94, token cost up 1%, 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

28.8 / 30

28.8 out of 30
03Economics

19.3 / 20

19.3 out of 20
04Discoverability

14.2 / 20

14.2 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
impri_report_result
no_return_description
Report whether you successfully executed an approved action. Closes the audit loop — the operator sees 'executed' or 'execute_failed' in the inbox alongside the original action and decision. Always call this after attempting an approved action, even on failure. Statuses: "executed" — action was carried out successfully "execute_failed" — execution attempt failed (include the error in detail) Returns a confirmation (e.g. { accepted: true }) once the result has been recorded for the action.

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
impri_create_watcher impri_create_watcher_from_preset high Both tools create watchers for the same sources (RSS, Reddit, GitHub); a task like 'set up a watcher for the MachineLearning subreddit' matches both — one builds the spec manually, the other uses a preset, and nothing in the request signals which path to take.
impri_list_watchers impri_list_watcher_presets medium Names share 'list watcher'; a vague task like 'list all watchers' or 'what watchers are available to me' is ambiguous between configured watchers and preset templates, since 'available' could mean either.
impri_await_decision impri_inbox_status medium Both surface pending human-approval state; a task like 'check on pending approvals' or 'is anything waiting on a human decision' could map to polling a specific action for its decision or to querying overall queue depth/titles, especially when no action_id is mentioned.

Compare the field

One score is useful.
The evidence makes it actionable.

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