competlab-mcp-server

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

With no annotations provided, the description carries full disclosure burden. It explicitly states 'Read-only' (critical safety trait), 'Returns JSON object' (format), and references sibling structure ('same data structure as get_tech_trust_dashboard'), providing sufficient behavioral context for safe invocation.

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

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

Four dense sentences with no filler. Front-loaded with purpose ('Get full...'), followed by sibling comparison, usage guidance, and prerequisites. Every sentence earns its place by conveying distinct operational or contextual information.

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

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

Lacks output schema; description compensates by referencing sibling structure ('get_tech_trust_dashboard') but does not enumerate specific return fields. Prerequisites are covered (100% schema coverage, explicit runId source mention). Adequate but not exhaustive for output contract understanding.

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

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

Schema has 100% description coverage ('Project ID (from list_projects)' and 'Run ID (from get_tech_trust_history)'), establishing baseline 3. The description reinforces the runId's provenance ('Requires runId from get_tech_trust_history') but does not add unique semantic meaning beyond what the schema already provides.

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

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

Description opens with a specific verb ('Get') and resource ('Tech & Trust data'), clearly defining the scope as 'competitor-by-competitor' and 'historical run'. It effectively distinguishes from siblings by noting it 'Returns the same data structure as get_tech_trust_dashboard but for a past point in time', creating clear conceptual separation between dashboard (current) and run detail (historical).

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

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

Explicitly states when to use ('investigate what changed between runs', 'audit a specific monitoring cycle') and provides clear workflow prerequisites ('Requires runId from get_tech_trust_history'). This guides the agent through the correct sequence of operations in the sibling tool ecosystem.

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