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louiscklaw

mcp-github-advanced-search

by louiscklaw

gas_entrypoint

Initializes the environment for advanced GitHub code searches, enabling subsequent content retrieval and intelligent filtering through the MCP server.

Instructions

initialize git-gas, no parameters required

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.6.2

TDQS

B3/5.0
Behavior2/5

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

With no annotations, the description carries the full burden of behavioral disclosure. 'initialize' implies a state-changing operation, but the description does not mention side effects, idempotency, permissions, or expected output. The only disclosed constraint, 'no parameters required', merely restates the schema and adds no behavioral context.

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 short sentence with the primary action front-loaded before the parametric note. It is appropriately sized for a parameterless tool and contains no redundant fluff, though 'no parameters required' is already evident from the schema.

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 the tool's simplicity, the description omits important contextual details: what initialization produces, whether it must be run before other commands, and what a successful call returns. There is no output schema to cover return values, so the description should have supplied this context but does not.

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

Parameters4/5

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

The tool has zero parameters, and the schema already documents an empty properties object, so the baseline of 4 applies. The phrase 'no parameters required' adds no new meaning but is consistent with the schema. There is no parameter coverage gap to compensate for.

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 a specific action, 'initialize git-gas', with a clear verb and resource. It distinguishes the tool from its siblings (gas_search_code, get_remaining_result, git_helloworld) by indicating a setup operation rather than a search or retrieval. It lacks detail on what 'initialize' entails, but the core purpose is unambiguous.

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, no prerequisites, and no indication that initialization is required before using sibling tools. 'no parameters required' addresses invocation constraints but not usage context. An agent has to infer that this is a setup step.

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