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QuantToGo/quanttogo-mcp (quanttogo-mcp)

quanttogo-mcp · v0.3.0 · scanned

What changed in the harness

Selection accuracy 100→100, token cost up 6%, 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

27.8 / 30

27.8 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

15.9 / 20

15.9 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
get_index_data
no_return_description
Get custom market indices — China A-share momentum and strategy-weighted momentum. Returns index levels and performance data for the requested indexId, or a summary of all indices when indexId is omitted. Requires API key (get one free via register_trial).
get_subscription_info
name_restates_behavior no_return_description
Get details of the available subscription plans and free trial offering. Returns the plan options, their features, and trial terms so you can decide which plan fits; no API key is required.
get_signals
no_return_description
Get today's buy/sell signals for a strategy. Returns the most recent trading signals, including signal direction and timestamp, limited to the count specified by limit (default 20, max 50). Requires API key from register_trial.
check_subscription
no_return_description
Check your subscription status and remaining trial days. Returns whether the account is active, the current plan, and how many trial days remain. Requires API key from register_trial.

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
list_strategies compare_strategies medium A task like 'compare all my strategies' or 'show me how my strategies perform relative to each other' maps easily to either tool: list_strategies returns live performance for every strategy (satisfying a comparison request without IDs, since compare_strategies requires an explicit productIds array), while compare_strategies is the literal match. Agents can reasonably pick either when the user names no specific product IDs.
get_strategy_performance get_signals medium Both require the same inputs (apiKey + productId) and both return recent strategy data. A loose task like 'get the latest data/signals for strategy PROD-E3X' or 'what's PROD-E3X doing today' is ambiguous between detailed performance (returns/NAV history) and today's buy/sell signals, so an agent may call the wrong one based on phrasing.
get_subscription_info check_subscription high Both share 'subscription' and 'trial' and serve overlapping queries: get_subscription_info returns plans/trial info, check_subscription returns status/remaining trial days. A natural task like 'check my subscription status', 'how many trial days do I have left?', or 'do I have a free trial' could easily route an agent to get_subscription_info (no apiKey needed, generic plans) instead of check_subscription, or vice versa.

Compare the field

One score is useful.
The evidence makes it actionable.

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