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flowzap-xyz/flowzap-mcp (flowzap-mcp)

flowzap-mcp · v1.4.3 · scanned

What changed in the harness

Selection accuracy 93→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

27.4 / 30

27.4 out of 30
03Economics

19.8 / 20

19.8 out of 20
04Discoverability

12.1 / 20

12.1 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
flowzap_validate
no_return_description
Check whether the provided FlowZap Code is syntactically valid, intended to be run before creating a playground. Returns a validation result indicating whether the code is valid, including any syntax errors found.
flowzap_apply_change
no_return_description
Apply a structured set of insert/remove/update operations for nodes or edges to the given FlowZap Code, preserving its existing structure rather than regenerating the diagram. Returns the updated FlowZap Code with all patch operations applied.

Selection evidence

Confusable tool pairs.

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

Tool A Tool B Confidence Why they collide
flowzap_validate flowzap_get_syntax medium A user asking 'check the syntax of my FlowZap code' or 'is this syntax valid' maps to validate, while 'show me the syntax docs' maps to get_syntax. Since get_syntax is the only tool literally about 'syntax' and validate also processes code input, an agent can misroute a syntax-error-fixing request (e.g. 'help me with the syntax of my flow') to get_syntax docs instead of validating the actual code.
flowzap_diff flowzap_apply_change medium Both tools operate on nodes/edges with remove/update vocabulary: diff explains which nodes/edges were added/removed/updated, while apply_change inserts/removes/updates them. A task like 'update my flow by removing node X and showing what changed' is ambiguous between reporting changes (diff) and performing them (apply_change), and neither description strongly distinguishes the singular vs. dual-code input requirement up front.
flowzap_create_playground flowzap_artifact_to_diagram medium A task like 'give me a visual diagram of this app' with raw input (HTTP logs, OpenAPI, code snippet) could route to artifact_to_diagram (converts raw artifacts into visual workflows) or to create_playground (makes a shareable visual diagram), since both yield diagrams and playground is the more generic 'make a diagram' entry point. Confusion is plausible when the input isn't clearly FlowZap Code or clearly a supported artifact type.
flowzap_create_playground flowzap_compliance_check low Both tools return shareable URLs and create_playground's description embeds the compliance coupling ('MUST also call flowzap_compliance_check'), so a compliance/audit request genuinely requires both. A careless agent could call only one (e.g. only the playground for a SOC2 audit request, or only the compliance check without producing the diagram), but the cross-references in both descriptions largely steer a careful agent, so confusion risk is limited.

Compare the field

One score is useful.
The evidence makes it actionable.

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