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olgasafonova

productplan-mcp-server

list_opportunities

Read-onlyIdempotent

List all opportunities with problem statements, workflow status, and linked idea counts to start your discovery pipeline.

Instructions

List all opportunities. START HERE for discovery.

USE WHEN: "Show opportunities", "Discovery pipeline" Returns array of opportunities with ID, problem_statement, workflow_status, and linked idea count. FAILS WHEN: API token invalid. Returns empty list if no opportunities exist.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior5/5

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

Annotations already declare readOnlyHint and idempotentHint. Description adds return structure (fields: ID, problem_statement, workflow_status, linked idea count) and edge cases (empty list, API token failure), exceeding annotation coverage.

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

Conciseness5/5

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

Extremely concise: three short sentences front-load the purpose and usage. Every sentence serves a purpose with no redundancy.

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

Completeness5/5

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

Given zero parameters and no output schema, the description fully covers return fields, success/empty/failure behaviors, and usage context. Complete for its complexity.

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

Parameters4/5

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

No parameters exist (schema_coverage=100%), so baseline is 4. Description does not need to add parameter info.

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

Purpose5/5

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

Clearly states 'List all opportunities' with a specific verb and resource. The phrase 'START HERE for discovery' differentiates it from sibling tools like get_opportunity and manage_opportunity.

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

Usage Guidelines4/5

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

Provides explicit usage triggers ('Show opportunities', 'Discovery pipeline') and mentions failure case (invalid token) and empty list behavior. Lacks explicit 'when not to use' but the context is clear.

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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