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@runapi.ai/flux-2-mcp

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by runapi-ai

login

Authenticate RunAPI via browser-based PKCE login to save your API key for subsequent API calls.

Instructions

Authenticate RunAPI by opening a browser PKCE login flow and saving the API key to ~/.config/runapi/config.json.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
forceNoRe-run browser login when the current credential comes from the local config file.
Behavior3/5

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

No annotations provided, so the description must fully disclose behavior. It mentions the PKCE flow and saving to a config file, but does not note potential side effects like overwriting existing credentials or whether the tool checks for existing sessions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence that efficiently conveys the tool's operation without unnecessary words. Every phrase adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple login tool with one optional parameter and no output schema, the description is largely complete. However, it could mention if the tool handles existing credentials or if the force parameter is needed for re-authentication.

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 description coverage is 100% for the only parameter 'force'. The description does not add extra meaning beyond the schema's description, so baseline score of 3 applies.

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

Purpose5/5

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

Description clearly states the verb 'authenticate' and the resource 'RunAPI', specifying the PKCE login flow and saving the API key to a config file. This distinguishes it from sibling tools that handle unrelated tasks like pricing or image generation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool vs alternatives, but the siblings are unrelated so the usage context is implied. Missing details like when to set the 'force' parameter or prerequisites.

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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