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Alpha-W0lf

AI Knowledge Base MCP Server

by Alpha-W0lf

get_context

Retrieve comprehensive context from an AI knowledge base using shared retrieval, optionally including a recent digest.

Instructions

Get comprehensive context via shared retrieval (+ optional recent digest).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
include_recentNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description must disclose behavior. It mentions 'comprehensive context' and 'optional recent digest' but does not describe side effects, performance implications, or what happens on missing data.

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?

Single sentence, front-loaded with the primary action, no wasted words. It is appropriately concise.

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?

With two parameters and no annotations, the description lacks depth. It does not explain output, error conditions, or how this tool differs from siblings like search. The agent needs more context to decide when to use it.

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 description coverage is 0%, and the description does not explicitly describe the parameters. The mention of 'recent digest' hints at include_recent, but query is not explained. The description adds minimal value beyond the schema.

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

Purpose4/5

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

The description clearly states the tool retrieves context via shared retrieval with an optional recent digest. It distinguishes from siblings like search and discover by specifying 'context' and 'shared retrieval', though the exact meaning of 'shared retrieval' is vague.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives like search or discover. It does not mention prerequisites or scenarios where this tool is appropriate.

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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