gh
Manage GitHub pull requests and execute API calls directly from the command line.
Instructions
GitHub CLI. Commands: pr_view, pr_list, pr_create, pr_diff, pr_checks, api.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Manage GitHub pull requests and execute API calls directly from the command line.
GitHub CLI. Commands: pr_view, pr_list, pr_create, pr_diff, pr_checks, api.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are present, and the description fails to disclose any behavioral traits such as side effects, authentication requirements, or whether it is read-only.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is brief but not adequately informative. It is concise but lacks essential structure or front-loaded key details.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool's complexity (no parameters yet lists commands), the description is completely inadequate. No explanation of invocation, outputs, or behavior is provided.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The input schema is empty, so schema coverage is 100% trivially. However, the description lists commands that imply parameters are needed, creating confusion. No parameter meaning is added.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description says 'GitHub CLI' and lists subcommands but does not specify what the tool actually does or how it executes those commands. Without input schema parameters, the purpose is vague and confusing.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
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 sibling tools like git or exec. The description offers no context for selection.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/beardfaceguy/daimonos'
If you have feedback or need assistance with the MCP directory API, please join our Discord server