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get_context

Get a byte-bounded namespace snapshot: active tasks, unanswered questions, recent results, and sync head.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
max_bytesNo
namespaceYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

With no annotations, the description carries full responsibility for behavioral transparency. It implies a read-only operation via 'Get' and 'snapshot', but does not explicitly state that no side effects occur, nor does it describe the impact of parameters like limit or max_bytes on the operation. It is neither contradictory nor misleading, but it lacks explicit detail about what the tool does or does not modify.

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, focused sentence that directly names the resource and lists the four elements of the snapshot. There is no redundant phrasing, filler, or extraneous information. It achieves maximum brevity while conveying the core purpose.

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 has three parameters and no output schema, the description is notably incomplete. It does not describe what the return value looks like, how limit and max_bytes interact, or any edge cases (e.g., empty namespace, exceeded byte limit). An agent would need to guess or experiment to use this tool correctly, which is a significant gap.

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

Parameters1/5

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

The schema declares three parameters (limit, max_bytes, namespace) but the description provides no explanation for any of them. Namespace is inferable from context, but limit and max_bytes are ambiguous—they could control size, pagination, or something else. With zero descriptive coverage in the schema and no explanations in the description, the parameter semantics are severely underserved.

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's function: retrieving a namespace snapshot containing active tasks, unanswered questions, recent results, and sync head. The verb 'Get' and resource 'namespace snapshot' make the primary purpose unambiguous. However, it does not explicitly differentiate from sibling tools like get_changes or get_feed, though the specific list of snapshot contents provides some 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 the alternatives. Sibling tools such as get_changes, get_feed, and search_notes exist, and the description does not clarify under what circumstances get_context is preferred. This leaves the agent to infer the appropriate context from the tool name and brief description, which is insufficient.

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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