ModelsLab v8
REMOTE · MODELSLAB.COM
ModelsLab v8 generation APIs: discover models, providers and endpoints, then run them.
Available components
Last scanned (22 hours ago)
Scores higher than 23% of remote servers
Reachable. Last reached 23 Oct 2026.
Category Design and Media
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security91
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- The endpoint enforces authorisation, advertised via RFC 9728 protected-resource metadata. View diagnostics → Pass
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
- The authorisation server offers only Dynamic Client Registration (RFC 7591), which MCP 2026-07-28 deprecated in favour of Client ID Metadata Documents. View diagnostics → Partial
Transport & Reachability0
- Transport blocked by authentication: the endpoint requires auth we don't have to verify streamable-http. See how to fix → View diagnostics → Unverified
Schema Quality & AI Usability0
- Schema blocked by authentication: the endpoint requires auth we don't have to read it. See how to fix → Unverified
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage0
- Tool coverage blocked by authentication: the endpoint requires auth we don't have to read its tools.Unverified
Tool Safety0
- Tool safety blocked by authentication: the endpoint requires auth we don't have to read its tools.Unverified
Capabilities0
- Capabilities blocked by authentication: the endpoint requires auth we don't have to read them. See how to fix → Unverified
Unverified: 6 categories
Categories scored 0 because we could not verify them: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm. Claim this server and supply a read-only token to verify it and lift the score.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 9 Oct 26 −31
- Endpoint reachability: reachable → behind authorisation ▼ security
- Stability: 0.13 → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Transport: pass → unverified ▼ security
- Authorization: unverified → pass ▲ security
- DNSSEC: fail → pass ▲ security
- First check of Authorization: partial security
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- Schema quality: 100 → unverified ▼ functional
- 6 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 13. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 4 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Oct 26 0
- Stability: unverified → 0.03 ▲ functional
- 2 Oct 26 65
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 23 Oct 2026 · Probed https://modelslab.com/mcp/v8
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=modelslab.com | CN=WE1,O=Google Trust Services,C=US | 13 Oct 2026 | 11 Jan 2027 | ECDSA 256 | ECDSA-SHA256 | 2a4212c7babc3f1a0ea67ea85809fa76 |
| SANs: modelslab.com, *.modelslab.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC secure
Validation of modelslab.com. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| modelslab.com. | present | 2371 | 13 | Verified |
| modelslab.com. | Verified address RRset verified with the apex keys |
Authentication Enforced and verified
The endpoint asked for a token and published valid RFC 9728 metadata describing how to get one.
| Result | Enforced and verified |
|---|---|
| Enforced | On connection |
| HTTP status | 401 |
WWW-Authenticate challenge Bearer realm="mcp", resource_metadata="https://modelslab.com/.well-known/oauth-protected-resource/mcp/v8"
Bearer realm="mcp", resource_metadata="https://modelslab.com/.well-known/oauth-protected-resource/mcp/v8"| Header | Value |
|---|---|
| www-authenticate | Bearer realm="mcp", resource_metadata="https://modelslab.com/.well-known/oauth-protected-resource/mcp/v8" |
Protected resource metadata
| Document | https://modelslab.com/.well-known/oauth-protected-resource/mcp/v8 |
|---|---|
| Retrieved | Yes |
| Resource | https://modelslab.com/mcp/v8 |
| Authorisation server | https://modelslab.com/oauth |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://modelslab.com/mcp/v8 | Auth required | 401 | |
| http (plaintext) | http://modelslab.com/mcp/v8 | HTTPS enforced | 302 | https://modelslab.com/mcp/v8 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
3d-generation 3D Generation (V8) ~138
Generate 3D models using the ModelsLab V8 API. Supports any 3D endpoint available on the platform. Pass the `endpoint` slug and all required parameters for that endpoint. Returns a request ID that can be used with the fetch-generation tool to retrieve results. Use the list-models tool to find available model IDs.
| Name | Type | Req | Description |
|---|---|---|---|
| endpoint | string | yes | The 3D operation slug. |
| model_id | string | yes | The model ID to use for 3D generation. |
| params | object | – | Additional parameters for the endpoint (e.g. prompt, init_image, webhook, track_id). |
No output schema declared.
No examples provided.
audio-generation Audio Generation (V8) ~182
Generate audio using the ModelsLab V8 API. Supports any audio endpoint (text-to-speech, speech-to-text, speech-to-speech, sound-generation, music-generation, song-extender, song-inpaint, dubbing, etc.). Pass the `endpoint` slug (e.g. "text-to-speech") and all required parameters for that endpoint. Returns a request ID that can be used with the fetch-generation tool to retrieve results. Use the list-models tool to find available model IDs.
| Name | Type | Req | Description |
|---|---|---|---|
| endpoint | string | yes | The audio operation slug. |
| model_id | string | yes | The model ID to use for audio generation. |
| params | object | – | Additional parameters for the endpoint (e.g. prompt, voice_id, init_audio, init_video, tags, lyrics, source_lang, output_lang, webhook, track_id). |
No output schema declared.
No examples provided.
endpoint-details Endpoint Details (V8) ~365
Search V8 endpoint configurations and retrieve their full parameter schemas plus all connected models that can be used with them. Use this tool before calling a generation tool so you know: - Exactly what `params` the endpoint expects (types, enums, defaults, required fields) - Which `model_id` values are valid for the endpoint Search modes: - Provide `category` + `endpoint` slug to look up a specific endpoint. - Provide `search` to find endpoints by name or description across all categories. - Combine both to narrow results to a category with a keyword search. Workflow: 1. Call this tool to get the parameter schema and available model IDs. 2. Pick a `model_id` from the `models` list in the response. 3. Call the appropriate generation tool (`image-generation`, `video-generation`, `audio-generation`, `3d-generation`) with `model_id`, `endpoint`, and `params`.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | Narrow results to a V8 category: "images", "videos", "audios", or "3ds". Optional — omit to search all categories. |
| endpoint | string | – | The endpoint slug to look up (e.g. "text-to-image", "text-to-speech"). Optional — omit to return all endpoints in the category. |
| limit | integer | – | Maximum number of endpoint configurations to return (1–20). Defaults to 10. |
| model_limit | integer | – | Maximum number of connected models to return per endpoint, sorted by popularity (1–20). Defaults to 5. |
| search | string | – | Keyword to search endpoint names and descriptions (e.g. "speech", "image turbo"). |
No output schema declared.
No examples provided.
fetch-generation Fetch Generation Status (V8) ~187
Check the status of a queued or processing generation request on the ModelsLab V8 API. Use this tool when a generation tool (image-generation, video-generation, audio-generation, 3d-generation) returns a `status` of `"processing"` along with a numeric `id`. Pass the `id` from the original generation response and the `type` matching the category of the original request (e.g. "images" for image-generation). The response will contain: - `status`: "success", "processing", or "error" - `output`: array of URLs when status is "success"
| Name | Type | Req | Description |
|---|---|---|---|
| id | integer | yes | The numeric id returned by a generation tool when status was "processing". |
| type | string | yes | The generation category matching the original request: "images", "videos", "audios", or "3ds". |
No output schema declared.
No examples provided.
image-generation Image Generation (V8) ~165
Generate images using the ModelsLab V8 API. Supports any image endpoint (text-to-image, image-to-image, inpaint, outpaint, fashion, virtual-try-on, etc.). Pass the `endpoint` slug (e.g. "text-to-image") and all required parameters for that endpoint. Returns a request ID that can be used with the fetch-generation tool to retrieve results. Use the list-models tool to find available model IDs.
| Name | Type | Req | Description |
|---|---|---|---|
| endpoint | string | yes | The image operation slug. |
| model_id | string | yes | The model ID to use for image generation. |
| params | object | – | Additional parameters for the endpoint (e.g. prompt, negative_prompt, width, height, init_image, mask_image, webhook, track_id). |
No output schema declared.
No examples provided.
list-models List Models ~288
List available AI models on the ModelsLab platform. Filter by category (imagen, video, audio, llm, 3d), provider, tags, and more. Returns model IDs that can be used with generation tools.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | Filter by model category (e.g., "stable_diffusion", "stable_diffusion_xl", "flux", "llm", "video", "voice_cloning"). |
| feature | string | – | Filter by product feature: "imagen" (images), "videofusion" (videos), "audiogen" (audio/voice), "llmaster" (LLMs), "threedverse" (3D). |
| limit | integer | – | Maximum number of models to return (1-100). |
| nsfw | boolean | – | Set to false to exclude NSFW models, true to include them. Defaults to user preference. |
| provider | string | – | Filter by model provider (e.g., "modelslab", "civitai"). |
| search | string | – | Search models by name, ID, description, or tags. |
| sort | string | – | Sort order: "recommended" (default), "latest", "most-used". |
| subcategory | string | – | Filter by model subcategory (e.g., "lora", "controlnet", "embeddings", "checkpoint"). |
No output schema declared.
No examples provided.
list-providers List Providers ~128
List all available model providers on the ModelsLab platform. Returns provider names with model counts for each. Use provider names to filter models in the list-models tool.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | Filter providers by model category (e.g., "stable_diffusion", "flux", "llm", "video"). |
| feature | string | – | Filter providers by product feature: "imagen" (images), "videofusion" (videos), "audiogen" (audio/voice), "llmaster" (LLMs), "threedverse" (3D). |
No output schema declared.
No examples provided.
video-generation Video Generation (V8) ~163
Generate videos using the ModelsLab V8 API. Supports any video endpoint (text-to-video, image-to-video, video-to-video, lip-sync, motion-control, etc.). Pass the `endpoint` slug (e.g. "text-to-video") and all required parameters for that endpoint. Returns a request ID that can be used with the fetch-generation tool to retrieve results. Use the list-models tool to find available model IDs.
| Name | Type | Req | Description |
|---|---|---|---|
| endpoint | string | yes | The video operation slug. |
| model_id | string | yes | The model ID to use for video generation. |
| params | object | – | Additional parameters for the endpoint (e.g. prompt, init_image, init_video, init_audio, duration, aspect_ratio, webhook, track_id). |
No output schema declared.
No examples provided.
How do I install the ModelsLab v8 MCP server?
ModelsLab v8 is a hosted endpoint at https://modelslab.com/mcp/v8, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · modelslab.com
claude mcp add --transport http modelslab-modelslab-v8 'https://modelslab.com/mcp/v8'
What is the ModelsLab v8 MCP server?
ModelsLab v8 is an MCP server listed in the public MCP registry as io.github.ModelsLab/modelslab-v8. ModelsLab v8 generation APIs: discover models, providers and endpoints, then run them. This page covers its hosted endpoint (https://modelslab.com/mcp/v8).
Is the ModelsLab v8 MCP server safe to use?
ModelsLab v8 scores 36 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the ModelsLab v8 MCP server expose?
ModelsLab v8 exposes 8 tools: list-models, list-providers, endpoint-details, image-generation, video-generation, and 3 more. Their descriptions and schemas cost roughly 1,616 tokens of context every time the server is loaded.
Does the ModelsLab v8 MCP server require authentication?
Yes. ModelsLab v8 asked us for credentials when we connected, so you will need to authorise it in your MCP client before it can do anything.
Is the ModelsLab v8 MCP server still maintained?
ModelsLab v8 is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.