Public leaderboard

Public assessment

dmang-dev/mcp-mgba (mcp-mgba)

mcp-mgba · v0.3.0 · scanned

What changed in the harness

Selection accuracy 100%, destructive-action safety rate 0% (baseline only -- no rewrite pass applied).

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

28.4 / 30

28.4 out of 30
03Economics

15.6 / 20

15.6 out of 20
04Discoverability

9.2 / 20

9.2 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.

0 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
No description defects were flagged in this assessment.

Selection evidence

Confusable tool pairs.

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

Tool A Tool B Confidence Why they collide
mgba_read16 mgba_read32 medium Both are pure reads with identical signatures; a task like 'read the value at 0x02000000' gives no width, so choosing 16- vs 32-bit access is a genuinely ambiguous guess.
mgba_write16 mgba_write32 medium Both write little-endian values at an address; tasks like 'set the HP to 300 at X' carry no width signal, so an agent must guess whether the game field is 16- or 32-bit.
mgba_read8 mgba_read16 medium Tasks like 'read the level counter at X' rarely state byte vs word width, making a read8/read16 pick genuinely ambiguous since both accept just an address.
mgba_read8 mgba_read32 medium Same missing-width ambiguity as the other read pairs; 'peek at memory 0x03000000' doesn't disambiguate single-byte vs 32-bit access.
mgba_write8 mgba_write32 medium Writing a flag or counter ('set the value at X to N') gives no width hint, so the write could be misrouted to the wrong-width tool, overwriting 1 vs 4 bytes.
mgba_write8 mgba_write_range low Best tool depends on payload size; a vaguely phrased task like 'write bytes at X' could be misrouted when it's unclear whether the payload is a single byte or a sequence.
mgba_save_state mgba_load_state low Both manipulate identical slot/path state artifacts; tasks phrased without an explicit direction verb (e.g. 'use the saved state' meaning restore vs 'capture the state' meaning save) can pick the wrong direction.

Compare the field

One score is useful.
The evidence makes it actionable.

Back to the leaderboard