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com.studiotvai/llm-vram
MCP ServerStatus: Published — critical fields verified, some fields unverified
com.studiotvai/llm-vram: Does an LLM fit on your GPU? VRAM, KV cache and GPU count for any Hugging Face model.
- Does an LLM fit on your GPU? VRAM, KV cache and GPU count for any Hugging Face model.
Risk
The official sources do not state enough to assess risk.
17
All fields
4
Verified
0
Verified empty
13
Unverified
MCP Server details
Server
| Server identifier | com.studiotvai/llm-vram |
| Ecosystem | UNKNOWN |
| Version | 1.0.0 |
| Transport | STREAMABLE_HTTP |
| Hosting | UNKNOWN |
| Endpoint | https://studiotvai.com/api/mcp |
Capability surface
| Tools | UNKNOWN |
| Resources | UNKNOWN |
| Prompts | UNKNOWN |
| Data access | UNKNOWN |
Authentication
| Auth scheme | UNKNOWN |
Destructive tool assessment
UNKNOWN Not assessed: the official source does not describe individual tools.
Critical Evidence
| Field | Status | Last checked / observed / Freshness | Confidence | Evidence |
|---|---|---|---|---|
| Pricing | UNKNOWN | Not obtained | Not obtained | 0 |
| Availability | UNKNOWN | Not obtained | Not obtained | 0 |
| Language | UNKNOWN | Not obtained | Not obtained | 0 |
| Integration | UNKNOWN | Not obtained | Not obtained | 0 |
| Deployment | UNKNOWN | 2026-10-13 | Not obtained | 0 |
| Commercial use | UNKNOWN | 2026-10-13 | Not obtained | 0 |
Functional Evidence
| Field | Status | Last checked / observed / Freshness | Confidence | Evidence |
|---|---|---|---|---|
| Capability | UNKNOWN | Not obtained | Not obtained | 0 |
| Automation behavior | UNKNOWN | 2026-10-13 | Not obtained | 0 |
| Input | UNKNOWN | 2026-10-13 | Not obtained | 0 |
| Output | UNKNOWN | 2026-10-13 | Not obtained | 0 |
Change history
- 2026-10-13 Published (some fields unverified)
Registered metadata
| auth_scheme | None |
| data_access | None |
| endpoint | https://studiotvai.com/api/mcp |
| entity_kind | MCP_SERVER |
| hosting | UNKNOWN |
| license | UNKNOWN |
| package_ecosystem | UNKNOWN |
| package_identifier | UNKNOWN |
| prompts | None |
| publisher | UNKNOWN |
| requires_secret | UNKNOWN |
| resources | None |
| server_identifier | com.studiotvai/llm-vram |
| source_repository | UNKNOWN |
| supported_clients | None |
| tools | None |
| transport | STREAMABLE_HTTP |
| version | 1.0.0 |
Field verification (17 fields)
| Field | Status | Confidence | Value | Last checked / observed | Evidence |
|---|---|---|---|---|---|
| auth_scheme | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| data_access | ? Unverified | Not obtained | None | 2026-10-13 | No evidence |
| endpoint | ✓ Verified | Not obtained | https://studiotvai.com/api/mcp | 2026-10-13 | |
| hosting | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| license | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| package_ecosystem | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| package_identifier | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| prompts | ? Unverified | Not obtained | None | 2026-10-13 | No evidence |
| publisher | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| requires_secret | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| resources | ? Unverified | Not obtained | None | 2026-10-13 | No evidence |
| server_identifier | ✓ Verified | Not obtained | com.studiotvai/llm-vram | 2026-10-13 | |
| source_repository | ? Unverified | Not obtained | UNKNOWN | 2026-10-13 | No evidence |
| supported_clients | ? Unverified | Not obtained | None | 2026-10-13 | No evidence |
| tools | ? Unverified | Not obtained | None | 2026-10-13 | No evidence |
| transport | ✓ Verified | Not obtained | STREAMABLE_HTTP | 2026-10-13 | |
| version | ✓ Verified | Not obtained | 1.0.0 | 2026-10-13 |