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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 2%, 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

20.0 / 20

20.0 out of 20
04Discoverability

14.6 / 20

14.6 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.

2 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
no_return_description
List tasks in the shared 5dive task queue, defaulting to open tasks sorted by priority order; filter by status or assignee. Returns the list of matching tasks.
agent_send
no_return_description
Send a message to another agent on the fleet by name for inter-agent comms; the recipient receives it in-session. Returns confirmation that the message was delivered.

Selection evidence

Confusable tool pairs.

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

Tool A Tool B Confidence Why they collide
task_create task_list low Both operate on the shared task queue but have clearly distinct verbs (create a new task vs. list existing tasks); an agent asked to 'file' or 'add' work vs. 'show open tasks' is unlikely to confuse creation with listing since inputs (title/body vs. filters) are very different.
agent_send agent_list low agent_send delivers a message and agent_list enumerates agents; a task like 'find out who's on the fleet' vs 'message an agent' maps clearly to different verbs, so confusion is unlikely despite both referencing agent names.
task_create task_show low task_create makes a new task while task_show fetches detail on an existing one by id; a phrase like 'get me task DIVE-12' vs 'file a task' are semantically distinct enough that confusion is unlikely.
task_list agent_list medium A vague instruction like 'show me what's assigned to agent X' could plausibly be routed to either task_list (filter by assignee) or agent_list (which also reports assignee/agent state), causing genuine ambiguity about whether the user wants tasks or agent info.
task_show task_list low task_show fetches one task by id while task_list enumerates multiple tasks with filters; requests naming a specific id vs. asking for a filtered set are distinguishable, so confusion risk is low.

Compare the field

One score is useful.
The evidence makes it actionable.

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