AnyCamVLA-LVSM

by hugging-appsco.huggingface.hugging-apps/anycamvla-lvsm-demo

How the score works

Novel view synthesis for camera-robust VLA models

  • Remote endpoint
  • 1 tool

Uptime

Checked  · every day

100%from 10 days of checks

Up without downtime on 10 of 10 days with data.

  • No downtime
  • Degraded
  • Down over 5 minutes
  • No data
  • Not checked yet

Response time

Median 1183 ms, slowest 5% 1598 ms for the handshake and the tool list, over 30 days.

1500 ms750 ms0

How far each check got

  • Reached the address 100%
  • Completed the handshake 100%
  • Listed its tools 100%

1 tool at the last answer.

Every day
DayResultChecksMedian
9 Nov (today)No downtime11054 ms
8 NovNo downtime1of 11240 ms
7 NovNo downtime1of 11233 ms
6 NovNo downtime1of 11183 ms
5 NovNo downtime1of 11186 ms
4 NovNo downtime1of 11154 ms
3 NovNo downtime1of 11057 ms
2 NovNo downtime1of 11050 ms
1 NovNo downtime1of 11258 ms
31 OctNo downtime11598 ms

A failure counts as down time only when a second check five minutes later fails too. How we check

Connect to the publisher's own endpoint

Run in a terminal:

claude mcp add --transport sse anycamvla-lvsm-demo https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse
For agents: the install prompt

Every step above as one Markdown text, for an assistant installing it for you.

# Install the MCP server AnyCamVLA-LVSM (`co.huggingface.hugging-apps/anycamvla-lvsm-demo`)

Its page: https://plug.directory/servers/co.huggingface.hugging-apps/anycamvla-lvsm-demo

It runs on the publisher's servers; the client connects to its URL.

Use the section for the person's client.

## Claude Desktop

Paste into Settings › Connectors › Add custom connector:

```text
https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse
```

## Claude Code

Run in a terminal:

```sh
claude mcp add --transport sse anycamvla-lvsm-demo https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse
```

## Cursor, Devin Desktop, LM Studio, Gemini CLI, oterm, ECA

Merge into the place for the person's client:

- Cursor: ~/.cursor/mcp.json
- Devin Desktop: ~/.config/devin/mcp_config.json
- LM Studio: mcp.json (Program › Install › Edit mcp.json)
- Gemini CLI: ~/.gemini/settings.json
- oterm: config.json in oterm's data folder (~/Library/Application Support/oterm on macOS, ~/.local/share/oterm on Linux, %APPDATA%\oterm on Windows)
- ECA: ~/.config/eca/config.json (global) or .eca/config.json in the project

```json
{
  "mcpServers": {
    "anycamvla-lvsm-demo": {
      "url": "https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## VS Code

Merge into .vscode/mcp.json:

```json
{
  "servers": {
    "anycamvla-lvsm-demo": {
      "type": "sse",
      "url": "https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Zed

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Cline, AnythingLLM, Augment Code

Merge into the place for the person's client:

- Cline: cline_mcp_settings.json (MCP Servers › Configure › Configure MCP Servers)
- AnythingLLM: anythingllm_mcp_servers.json in the AnythingLLM storage plugins directory
- Augment Code: Augment Settings Panel – MCP section – Import from JSON (VS Code extension)

```json
{
  "mcpServers": {
    "anycamvla-lvsm-demo": {
      "type": "sse",
      "url": "https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

## Continue

Merge into ~/.continue/config.yaml:

```yaml
mcpServers:
  - name: "anycamvla-lvsm-demo"
    type: sse
    url: "https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse"
```

## Goose

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Codex

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## mcp-client-cli, TUUI, BoltAI, Bob Shell, Kiro, Kiro CLI

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Agenvoy

This server's endpoint speaks only SSE, which this client's documentation does not list among its transports; use another client for it.

## Amp

Merge into ~/.config/amp/settings.json (user) or .amp/settings.json (workspace):

```json
{
  "amp.mcpServers": {
    "anycamvla-lvsm-demo": {
      "url": "https://hugging-apps-anycamvla-lvsm-demo.hf.space/gradio_api/mcp/sse"
    }
  }
}
```

Then restart the client, or reload its MCP servers, and ask it to list the server's tools to confirm it started.

Tools 1

  • anycamvla_lvsm_demo_synthesize_novel_view Synthesize a novel view between two source views of the same scene. LVSM reconstructs the target view by triangulating the two posed source views, so it needs two GENUINELY different camera viewpoints of the same scene (not a duplicated image) together with their relative camera pose. The bundled examples carry the real camera poses of each pair; the target camera is placed by interpolating between the two source cameras (``view_mix``) and then nudged by the small translation / rotation offsets. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool

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