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ModelsLab Agent Control Plane

Agent Authentication

agent-auth
Manage authentication for the ModelsLab agent control plane.
Actions: signup, login, logout, logout-all, forgot-password, reset-password, resend-verification, verify.
Login returns a bearer token for subsequent authenticated requests.
Signup, login, forgot-password, reset-password, resend-verification, and verify do not require authentication.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameNoUser name (optional for signup)
emailNoEmail address (required for signup, login, forgot-password, reset-password, resend-verification)
tokenNoReset token (required for reset-password)
actionYesThe auth action to perform: signup, login, logout, logout-all, forgot-password, reset-password, resend-verification, verify
passwordNoPassword (required for signup, login, reset-password)
device_nameNoDevice name for the token (optional for login, default: "agent-control-plane")
token_expiryNoToken expiry: 1_week, 1_month (default), 3_months, never (optional for login)
verification_codeNoEmail verification code (required for verify)
password_confirmationNoPassword confirmation (required for reset-password)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations only declare openWorldHint, so the description carries most of the behavioral burden; it adds real value by stating the auth requirement per action and that login yields a bearer token. However, for eight bundled actions it discloses almost nothing else - logout-all's revocation scope, verify's effect, or any side effects of signup/reset are unstated.

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?

Three short, front-loaded sentences with no filler; the action enumeration and the auth-requirement rule are the two facts that matter. The action list is duplicated verbatim in the action property description, a minor redundancy.

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

Completeness3/5

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

Given nine parameters, no output schema, and eight multiplexed actions, the description should at least sketch per-action outcomes or destructive scope, and it does not. It covers auth prerequisites adequately but leaves the agent guessing about return values and the effect of logout/logout-all.

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%, with per-field descriptions covering requiredness, defaults, and even token_expiry values, so the schema does the heavy lifting. The description adds nothing per-parameter beyond repeating the action list, making the baseline 3 appropriate.

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?

Names a specific verb+resource ('Manage authentication for the ModelsLab agent control plane') and enumerates all eight actions, so the agent knows exactly what surface this tool covers. It stops short of explicitly distinguishing itself from siblings like agent-tokens, though the note that login returns a bearer token partially clarifies the boundary.

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

Usage Guidelines4/5

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

Gives a genuine routing rule by listing which actions do NOT require authentication (signup, login, forgot-password, reset-password, resend-verification, verify), which tells the agent whether prior auth is needed. It does not disambiguate closely-related actions such as logout vs logout-all, so it falls short of full when-to-use guidance.

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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