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Account, billing, team, API key and model discovery tools for agents that use ModelsLab.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
ModelsLab/modelslab-mcp
GitHub Stars
0
Server Listing
ModelsLab MCP Server
ChatGPT
–
Claude
–

TDQS

A3.7/5.0

Scored across 10 tools

Disambiguation4/5

Each tool maps to a distinct domain (auth, profile, API keys, tokens, teams, billing, subscriptions, wallet, usage, models), so most selections are clear. There is some overlap around credential management between agent-api-keys and agent-tokens, and around payment/checkout flows across agent-billing, agent-subscriptions, and agent-wallet, but the descriptions provide enough context to disambiguate.

Naming Consistency5/5

All tool names follow a consistent agent-<domain> kebab-case pattern. While they are domain namespaces rather than verb_noun actions, the convention is uniform and predictable across the entire set.

Tool Count5/5

Ten tools is well-scoped for a control plane covering account, billing, subscriptions, teams, tokens, usage, and model discovery. Each tool earns its place by grouping related actions under a coherent domain.

Completeness5/5

The surface covers the full lifecycle for the stated control-plane purpose: authentication, profile management, API keys, access tokens, teams, billing, subscriptions, wallet, usage analytics, and model discovery. No obvious core account-management operation is missing.

Available Tools

10 tools
agent-api-keysAgent API Key ManagementCInspect
Manage API keys for the authenticated user.
Actions: list, create, get, update, delete.
API keys are used for generation endpoints (/api/v6, /api/v7, /api/v8).
All actions require authentication.

Inputs: action (required), name, notes, key_id.

agent-authAgent AuthenticationAInspect
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.

Inputs: action (required), name, email, token, +5 more.

agent-billingAgent Billing ManagementAInspect
Manage billing for the authenticated user.
Actions: stripe-config (get Stripe publishable key for headless card tokenization),
create-setup-intent (create SetupIntent for 3DS-safe card saving),
create-payment-link (generate Stripe-hosted payment URL to forward to human — supports
card, Google Pay, Amazon Pay, Link, etc.),
overview, payment-methods, add-payment-method, set-default-payment-method,
remove-payment-method, billing-info, update-billing-info, invoices, invoice-detail, invoice-pdf.
Three payment paths: (1) Headless: stripe-config → tokenize → payment_method_id,
(2) Human-assisted: create-payment-link → forward URL → poll confirm-checkout,
(3) SetupIntent: create-setup-intent → confirm via Stripe → reuse payment method.
All actions require authentication.

Inputs: action (required), name, email, amount, +14 more.

agent-modelsAgent Model DiscoveryA
Read-only
Inspect
Search and discover AI models available on ModelsLab.
Actions: search (browse/filter models), filters (available filter options),
tags (model tags), providers (model providers), detail (get model details by ID).
The detail action returns endpoint configurations with a `parameters` JSON Schema
object describing each endpoint's accepted parameters (types, constraints, defaults)
alongside the raw UI `config` array.
Requires authentication.

Inputs: action (required), sort, tags, search, +7 more.

agent-profileAgent Profile ManagementBInspect
Manage the authenticated user's profile.
Actions: get (view profile), update (update name/username/about),
update-password, update-socials, update-preferences.
All actions require authentication.

Inputs: action (required), name, github, discord, +11 more.

agent-subscriptionsAgent Subscription ManagementAInspect
Manage subscriptions for the authenticated user.
Actions: list-plans (view available subscription plans + pay-as-you-go options),
list, create (headless with payment_method_id, or checkout URL without it),
confirm-checkout (confirm Stripe checkout session), status (check subscription status),
update (change plan), pause, resume, reset-cycle,
charge-amount (set paid model charge amount), fix-payment.
Headless flow: get publishable key via agent-billing stripe-config → tokenize card via Stripe API
→ pass payment_method_id to create. All actions require authentication.

Inputs: action (required), amount, plan_id, session_id, +6 more.

agent-teamsAgent Team ManagementAInspect
Manage teams for the authenticated user.
Actions: list (view team members and pending invites), create (invite by email),
get (view a team member), update (modify member role/permissions),
delete (remove member), resend-invite, accept-invite.
All actions require authentication.

Inputs: action (required), role, email, invite_id, +2 more.

agent-tokensAgent Token ManagementBInspect
Manage Sanctum access tokens for the authenticated user.
Actions: list (view all tokens), revoke (revoke a specific token by ID),
revoke-others (revoke all tokens except current), switch-account (get a token for a team account).
All actions require authentication.

Inputs: action (required), token_id, device_name, token_expiry, +1 more.

agent-usageAgent Usage AnalyticsA
Read-only
Inspect
View API usage analytics for the authenticated user.
Actions: summary (usage overview with plan limits), products (per-product usage breakdown),
history (recent generation request timeline with optional date filters).
All actions require authentication.

Inputs: action (required), to, from, limit.

agent-walletAgent Wallet OperationsAInspect
Manage the wallet for the authenticated user.
Actions: balance (view wallet balance), fund (add funds via Stripe payment),
confirm-checkout (confirm a Stripe checkout session), payment-status (check payment intent status),
auto-funding (configure auto-recharge), disable-auto-funding, withdraw (reseller only),
validate-coupon, redeem-coupon.
Fund with payment_method_id charges immediately; without it creates a Stripe checkout session.
All actions require authentication.

Inputs: action (required), amount, session_id, coupon_code, +8 more.

Tool Schema Changelog

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