Skip to main content
Glama
9thLevelSoftware

Daemon-MCP

understand

Index, search, and analyze code to assess impact, track TODOs, and plan refactoring.

Instructions

Code comprehension operations.

Actions: index, find, impact, todos, refactor

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathNo
limitNo
queryNo
typesNo
actionYes
patternsNo
file_pathNo
entity_nameNo
project_pathNo
auto_rememberNo

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 of behavioral disclosure, but it fails to mention side effects (e.g., 'refactor' may modify code), permissions, or output behavior. The action list hints at capabilities but does not explain consequences.

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?

The description is compact and front-loaded, with a clear category followed by a list of actions. Both lines are useful and the structure is easy to scan, though it lacks detail.

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?

Despite having an output schema, the tool is complex with 10 parameters, no schema descriptions, and no annotations. The description is far too sparse to give an agent enough context on how to correctly invoke actions and choose parameters.

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 does not mention any of the 10 parameters (e.g., path, query, limit, action) or their roles. It provides no compensation for the schema's missing documentation.

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?

The description identifies the tool as 'Code comprehension operations' and lists five actions, giving a general sense of its purpose. However, it does not describe what each action actually does, making the purpose somewhat vague rather than clearly specific.

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?

The description provides no guidance on when to use this tool versus alternatives, nor any exclusions or context. It merely states a category and action names, leaving the agent to infer usage without support.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/9thLevelSoftware/Daem0n-MCP'

If you have feedback or need assistance with the MCP directory API, please join our Discord server