Skip to main content
Glama

strategic_intelligence

Run the Strategic Intelligence Engine on an existing idea. Synthesizes every completed analysis (score, validation, pressure test, competition, market research, durability, roadmap, cost, discovery) into market landscape, competitive map, white space, feature matrix, moat analysis, category call, strategic recommendations, defensibility score, opportunity ranking and a board-level executive recommendation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
ideaIdYes

TDQS

A4/5.0
Behavior3/5

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

Without any annotations, the description relies solely on text. It explains what the tool produces but does not disclose side effects, idempotency, or prerequisites beyond 'completed analysis.' There is no mention of whether the tool is read-only or modifies data, so behavioral transparency is moderate.

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

Conciseness4/5

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

The description is a single sentence that front-loads the main action and then provides a detailed list of outputs. While the list is somewhat long, it is dense and informative, without unnecessary filler. It could be more concise by grouping outputs, but it is not excessively verbose.

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

Completeness3/5

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

The description extensively lists outputs, which is useful, but it does not explicitly state that all prerequisite analyses must be completed, nor does it address error cases or return format. Given there is no output schema and no annotations, the description leaves some gaps about expected behavior.

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?

The only parameter is ideaId, and the schema description coverage is 0%. However, the description says 'on an existing idea,' which adds meaningful context that the parameter refers to an idea with completed analyses, going beyond the schema's simple type definition. This partially compensates for the lack of schema documentation.

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?

The description clearly states the tool's function: 'Run the Strategic Intelligence Engine on an existing idea.' It specifies the action (run), the resource (Strategic Intelligence Engine), and enumerates specific outputs (market landscape, competitive map, white space, etc.), making it easy to distinguish from sibling tools like score_idea or generate_competitor_analysis.

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?

The phrase 'on an existing idea' and 'synthesizes every completed analysis' implies the tool should be used after other analyses have been run. It provides clear context for when to use it, but does not explicitly mention alternatives or when not to use it, so it falls short of a perfect score.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

A3.5/5.0
Disambiguation5/5

Each tool targets a distinct analytical function: scoring, market validation, competitor analysis, strategic synthesis, and report export. There is no overlap in purpose, making selection unambiguous.

Naming Consistency4/5

Four of five tools follow a clear verb_noun pattern (export_idea_report, generate_competitor_analysis, score_idea, validate_market_fit). 'strategic_intelligence' deviates as a noun-only name, breaking the otherwise consistent pattern.

Tool Count5/5

Five tools is a well-scoped number for an idea validation server. Each tool covers a distinct part of the validation workflow without redundancy or bloat.

Completeness3/5

The tools cover core validation (score, market fit, competitor analysis) and strategic synthesis, but strategic_intelligence references analyses like pressure tests, market research, and durability that are not available as standalone tools. Additionally, there is no idea management (e.g., create, list ideas), creating a dependency on external processes to supply ideaIds.

Resources