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Alpha-W0lf

AI Knowledge Base MCP Server

by Alpha-W0lf

get_context

Read-only

Retrieve comprehensive context for a query from an AI knowledge base using hybrid retrieval, with optional 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

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.7/5.0
Behavior3/5

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

The annotations declare readOnlyHint=true, and the description's 'Get' is consistent with a safe read operation, so there is no contradiction. The description adds that retrieval is 'shared' and that a recent digest is optional, but it does not clarify what shared retrieval entails or any behavioral caveats about scope or freshness. Given the read-only annotation, this is minimal but acceptable.

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 concise sentence with no filler and front-loads the main action. The parenthetical efficiently signals the optional recent-digest behavior, though the vagueness of 'comprehensive context' makes it slightly under-specified.

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?

An output schema exists and the parameter count is low, so detailed return-value documentation is not required. However, the description leaves ambiguity about what context is retrieved, what 'shared retrieval' means, and when search or discover would be more appropriate, so an agent cannot confidently select and invoke this tool.

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%, so the description must compensate for the bare parameter names. It only touches on include_recent via 'optional recent digest' and never explains the required query parameter's meaning, format, or expected scope. This leaves the primary parameter semantically underdocumented.

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

Purpose3/5

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

The description states a clear verb ('Get') and a resource ('context'), and mentions shared retrieval and an optional recent digest. However, 'comprehensive context' and 'shared retrieval' are imprecise, and it does not specify what kind of context is included or how this differs from the sibling tools search and discover.

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 explicit guidance is provided for when to use this tool versus search or discover, nor when the recent digest should be included or omitted. The phrase 'Get comprehensive context' implies a broad retrieval use case, but the description leaves the decision entirely to inference.

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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