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Alpha-W0lf

AI Knowledge Base MCP Server

by Alpha-W0lf

discover

Browse AI content without a specific query using modes like random, digest, or concepts to surface relevant knowledge.

Instructions

Discover AI content without a specific query (honest browse/digest/heuristics).

Modes: random, digest, concepts, channels — not a ranking product.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
modeNodigest
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations provided, and the description only hints at behavior with 'honest browse/digest/heuristics' without explaining modes, limitations, or auth needs. Lacks detail on how the tool works.

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

Conciseness3/5

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

Very short and minimal, but contains key purpose and mode list. Could be better organized, and brevity sacrifices parameter description.

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

Completeness2/5

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

Despite output schema existing, description omits what the tool returns or how the modes behave. With 3 parameters and no annotations, more context is needed for correct usage.

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

Parameters2/5

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

Schema coverage is 0%, and description only lists mode options without explaining their meanings, nor does it describe days or limit parameters. Minimal information beyond schema defaults.

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 the tool discovers AI content without a specific query, lists modes, and contrasts with ranking products. This effectively distinguishes it from siblings like search.

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

Usage Guidelines3/5

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

Implies usage when no specific query is needed, but does not explicitly state when not to use it or name alternatives. The sibling search would be for queries, but no direct contrast.

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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