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QuantGeekDev/coincap-mcp (coincap-mcp)

coincap-mcp · v0.9.2 · scanned

What changed in the harness

Selection accuracy 94→89, token cost up 21%, unconfirmed writes 100%→100%.

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

30.0 / 30

30.0 out of 30
02Legibility

27.7 / 30

27.7 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

17.2 / 20

17.2 out of 20

Highest-impact fix

Estimated gain +3 points

Make target tools discoverable on the first call

Clarify tool names, decision boundaries, and required argument schemas so an agent can choose and construct the target call without exploratory steps.

Description evidence

Defects and rewrites.

3 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
bitcoin_price
no_return_description
Fetch the current real-time Bitcoin price. Takes no parameters. Returns the current Bitcoin price (typically in USD) along with related market data such as timestamp.
get_crypto_price
name_restates_behavior no_return_description
Fetch the current real-time price for a specified cryptocurrency. Takes 'name', the name or symbol of the crypto coin to look up (e.g. 'bitcoin', 'ethereum'). Returns the current price of the specified coin along with related market data such as timestamp.
list_assets
no_return_description
Retrieve the full list of crypto assets available on the platform. Takes no parameters. Returns an array of asset entries, each including identifying details such as name, symbol, and id.

Selection evidence

Confusable tool pairs.

1 pair where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
bitcoin_price get_crypto_price medium A request like 'get me the current bitcoin price' could plausibly be routed to either the dedicated bitcoin_price tool or get_crypto_price with name='bitcoin', since both fetch realtime crypto prices and share overlapping wording ('realtime', 'price', 'crypto/coin').

Compare the field

One score is useful.
The evidence makes it actionable.

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