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tac0de

knowledge-to-action-mcp

by tac0de

context.bundle_for_agent

Read-only

Generate a context packet from an Obsidian note and related vault content, providing an AI agent with the information needed to act on a given objective.

Instructions

Build an agent-ready context packet from a note and related vault context.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYes
objectiveNo
maxNotesNo
maxTotalBytesNo
workspacePathNo
includeRepoHintsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
briefYes
objectiveNo
sourceYes
relatedNotesYes
keyFactsYes
openQuestionsYes
risksYes
repoHintsYes
packetYes
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the agent knows it's a safe read. The description adds little beyond that, just mentioning building a context packet. No further behavioral traits are described.

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 very concise, just one sentence. While it is not verbose, it sacrifices detail that could be added without losing conciseness.

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 6 parameters including maxNotes, maxTotalBytes, etc., the description lacks completeness. It does not explain what the context packet contains, how parameters affect output, or what the output schema provides. The output schema exists but is not referenced.

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?

With 0% schema description coverage and no parameter explanations in the description, most parameters (objective, maxNotes, etc.) are not clarified. The description only hints that 'path' is a note and it uses vault context, but that is insufficient.

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 it builds an agent-ready context packet from a note and related vault context, which is a specific verb and resource. However, it does not differentiate from sibling tools like context.gather or context.retrieve, leaving ambiguity.

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?

There is no guidance on when to use this tool versus alternative tools. No conditions, exclusions, or recommendations are provided.

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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