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5dive-ai/5dive-mcp (@5dive/mcp)

5dive-mcp · v0.1.0 · scanned

What changed in the harness

Selection accuracy 100→100, token cost up 9%, 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

27.9 / 30

27.9 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

14.0 / 20

14.0 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.

4 defects 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
task_list
name_restates_behavior no_return_description
Query the shared 5dive task queue and return the matching tasks (id, title, status, priority, assignee). Open tasks are returned by default in priority order; set status to filter by lifecycle state (e.g. todo, in_progress, blocked, done), assignee to filter by owner name, or pass all=true to include done/closed tasks as well.
agent_send
name_restates_behavior no_return_description
Deliver an inter-agent message to the named agent on the fleet; the recipient receives it in-session. Use this for cross-agent coordination and rely on the returned confirmation to verify the message was sent. Optionally set from to label the sender.
agent_list
name_restates_behavior no_return_description
Return every agent currently registered on the box, each with its name, type, channels, model, and live state, so callers can see who is active and how to reach them.
digest_get
no_return_description
Fetch the fleet's daily standup digest and return its contents covering activity, token burn, and health. The default window is 1d (daily); pass window=7d to retrieve the weekly digest instead.

Selection evidence

Confusable tool pairs.

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

Tool A Tool B Confidence Why they collide
task_show task_list medium Both read the same task entity and a user asking to 'show me the open tasks' or 'show the task queue' is likely to be matched to task_show purely on the name ('show'), even though task_list is correct and is the only tool supporting status/assignee filters. The descriptions disambiguate, but the surface phrasing overlap makes wrong selection plausible.
task_list agent_list low Both are broad 'list' operations sharing the 'list' token, so a vague request like 'list what's on the box' or 'give me the whole list' is ambiguous. However the tool descriptions clearly separate tasks-in-queue from agents-on-the-box, so most natural-language tasks name the entity explicitly and resolve correctly.

Compare the field

One score is useful.
The evidence makes it actionable.

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