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Epochal-dev

Open Notebook MCP Server

by Epochal-dev

get_chat_context

Build context for a chat conversation by providing a notebook ID and optional configuration, enabling structured retrieval of relevant data.

Instructions

Build context for a chat conversation.

Args:
    notebook_id: Notebook ID
    context_config: Optional context configuration

Returns:
    Built context data

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
notebook_idYes
context_configNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations provided, the description carries the full burden. It only mentions 'Returns: Built context data' but does not disclose side effects, authentication needs, or what 'context' entails.

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?

The description is brief and uses an Args/Returns structure, which is clean. However, it is under-specified rather than concise, lacking substance in the Returns section.

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 high number of sibling tools and the presence of an output schema, the description should clarify how build_context relates to other chat operations and what 'built context data' contains. It currently falls short.

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?

Schema description coverage is 0%, yet the description merely repeats the parameter names ('notebook_id', 'context_config') without adding any meaning about their format, constraints, or purpose 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 states 'Build context for a chat conversation' which is a clear verb+resource combination. However, it does not differentiate from sibling tools like 'get_chat_session' or 'ask_question', so it's not maximally clear.

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. There is no mention of prerequisites, context, or exclusions.

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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