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Claude Code Starter Kit MCP

Claude Code Starter Kit MCP

by dachivadachkoria
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

agent_bug_hunter

Scan code for bugs, anti-patterns, and potential issues to prevent problems and improve quality.

Instructions

Expert at detecting bugs, anti-patterns, and potential issues

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "agent_bug_hunter"
  }
}

Input Schema

NameRequiredDescriptionDefault
argumentsNoOptional arguments for the tool (e.g. a file path or flags like --changed, --dry-run).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.2/5.0
Behavior1/5

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

With no annotations, the description carries full burden but discloses no behavioral traits. It does not state whether the tool scans files, modifies state, or requires permissions.

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 a single brief sentence, which is concise. However, it lacks structure or front-loading of key 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?

Given no annotations, no output schema, and a vague description, the tool's behavior and use case are poorly explained. The description does not compensate for the lack of structured context.

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

Parameters3/5

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

Schema coverage is 100% for the single optional 'arguments' parameter. However, the tool description adds no extra meaning beyond what the schema already provides, so baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Expert at detecting bugs, anti-patterns, and potential issues' is vague and does not specify the tool's specific action or resource. It fails to distinguish from siblings like agent_code_reviewer or agent_security_auditor, which may have overlapping purposes.

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. Siblings exist but the description offers no selection criteria or context.

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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