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albertogferrario

Business Design MCP Server

update_lean_canvas

Update a Lean Canvas business model by modifying key elements like problems, solutions, customer segments, value proposition, channels, revenue streams, costs, metrics, and unfair advantage.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
entityIdYesThe canvas ID to update
nameNo
descriptionNo
problemNoList top 1-3 problems you're solving
customerSegmentsNoWho are your target customers? Who are your early adopters?
uniqueValuePropositionNoWhat is your single, clear, compelling message?
solutionNoOutline a possible solution for each problem
channelsNoPath to customers (list your channels)
revenueStreamsNoHow will you make money?
costStructureNoCustomer acquisition costs, distribution costs, hosting, people, etc.
keyMetricsNoKey activities you measure (acquisition, activation, retention, revenue, referral)
unfairAdvantageNoSomething that cannot easily be bought or copied
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Tool has no description.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness1/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Tool has no description.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Tool has no description.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Tool has no description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

Tool has no description.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Tool has no description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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