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AINative-Studio

AINative ZeroDB MCP Server

zerodb_get_context

Retrieve agent context window for current session to maintain conversation history and enable persistent memory across interactions.

Instructions

Get agent context window for current session

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
agent_idNoAgent identifier
max_tokensNoMax tokens in context
session_idYesSession identifier
Behavior2/5

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

With no annotations, the description carries the full burden but only states the basic action. It doesn't disclose behavioral traits such as whether this is a read-only operation, potential rate limits, authentication needs, or what the output format looks like (e.g., structured data or raw text), leaving significant gaps.

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?

The description is a single, clear sentence with no wasted words, making it highly concise and front-loaded. It efficiently conveys the core purpose without unnecessary elaboration, earning full marks for brevity and structure.

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?

Given the tool's complexity (retrieving context with parameters) and lack of annotations and output schema, the description is incomplete. It doesn't cover behavioral aspects, output details, or usage context, failing to compensate for the missing structured information.

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

Parameters3/5

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

The schema has 100% coverage, fully describing the three parameters (agent_id, max_tokens, session_id). The description adds no additional meaning beyond the schema, such as explaining how parameters interact or default behaviors, so it meets the baseline but doesn't enhance understanding.

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 action ('Get') and resource ('agent context window for current session'), making the purpose understandable. However, it doesn't differentiate from sibling tools like 'zerodb_search_memory' or 'zerodb_search_vectors' that might also retrieve context-related data, missing explicit distinction.

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 is provided on when to use this tool versus alternatives. The description implies it's for retrieving context in a session, but it doesn't specify prerequisites, exclusions, or compare to siblings like 'zerodb_search_memory' for broader searches, leaving usage unclear.

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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