ModelsLab Agent Control Plane
mcp remote · streamable-http · v1.0.0 · source: crawl
https://modelslab.com/mcp/agents
https://github.com/ModelsLab/modelslab-mcp
Account, billing, team, API key and model discovery tools for agents that use ModelsLab.
Works
100
Verified Oct 31, 2026 · p50 538 ms · p95 578 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'modelslab-agent-control-plane' |
| tools_listed | 15 | pass | 10 tools |
| schema_complete | 15 | pass | 10 of 10 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 538 ms |
| latency_p95 | 5 | pass | p95 578 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (10)
| Name | Description | Schema |
|---|---|---|
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 beare | typed |
agent-tokens | 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-a | typed |
agent-profile | Manage the authenticated user's profile. Actions: get (view profile), update (update name/username/about), update-password, update-socials, update-preferences. All actions require auth | typed |
agent-api-keys | 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 auth | typed |
agent-usage | 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 | typed |
agent-models | Search and discover AI models available on ModelsLab. Actions: search (browse/filter models), filters (available filter options), tags (model tags), providers (model providers), detail (ge | typed |
agent-billing | 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 sav | typed |
agent-wallet | 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-sta | typed |
agent-subscriptions | 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 | typed |
agent-teams | 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), | typed |
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