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jbacalso24

io.github.jbacalso24/mimry

by jbacalso24

mimry_context

Generates a repository context pack from a query and returns its path plus selected files for AI coding agents to use local memory.

Instructions

Generate a MIMRY context pack and return its path plus selected files.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
rootNo
queryYes
semanticNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.2.1

TDQS

C2.4/5.0
Behavior2/5

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

Annotations are absent, so the description carries the full behavioral burden. It says a pack is generated and returned, but doesn't state whether it writes files to disk, where it writes them, whether it requires an initialized index (mimry_init), or whether the operation is idempotent. For a tool that presumably materializes state, this is thin.

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?

Single tight sentence with the core action and return front-loaded. No wasted words, though the terseness comes at the cost of information.

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, so return-value explanation is not required, but the description still leaves the agent without prerequisites, parameter meaning, or sibling differentiation for a 3-parameter generation tool in a crowded namespace.

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% and there are 3 parameters. The description doesn't even name them. 'query' is presumably the search/topic input but its grammar is unexplained; 'root' and 'semantic' are entirely undocumented by either the schema or the description. Description must compensate and doesn't.

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?

States a verb and resource ('Generate a MIMRY context pack') and mentions the return, but 'MIMRY context pack' is undefined jargon and the description gives no hint of what a context pack contains or how it differs from siblings like mimry_brief, mimry_digest, or mimry_related. An agent cannot confidently distinguish this from its many siblings.

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 when-to-use guidance, no alternatives named, no exclusions. With 21 sibling tools competing for similar-sounding tasks, the absence of any routing hint is a real gap.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.