Omniscient Master Suite OMNISCIENT · 3.1

Automatic Captioner v1.0.0

Images automatic-captioner 3 actions MCP

Generate a short caption or accessibility alt text for an image using a local Ollama vision model. Runs entirely offline; caption one image live or batch a whole folder to a captions.json file.

The omniscient:// link needs a protocol handler on your machine, which is not built yet. Until then it does nothing — use the commands below.

Actions

Jump to: captioncaption_folderlist_models

Caption an image

caption

Generate a short caption or alt text for one image using a local vision model.

Inputs

NameTypeRequired / defaultValues and notes
image path required
model string optional, default ""
style enum optional, default short shortalt-text
max_tokens int optional, default 300

Outputs

NameTypeNotes
caption text
model string

Caption a folder

caption_folder

Generate a caption for every image in a folder and write them all to captions.json.

Inputs

NameTypeRequired / defaultValues and notes
folder path required
model string optional, default ""
style enum optional, default short shortalt-text
max_tokens int optional, default 300
out path optional, default ""

Outputs

NameTypeNotes
count int
out_file path

List vision models

list_models

List the local Ollama vision models available for captioning.

Inputs

This action takes no inputs.

Outputs

NameTypeNotes
models json

Use it

Caption an image

Command line

shell
python app.py --action caption --params '{"image": "D:/path/to/image"}'

Run from the app’s own folder. Single quotes work in bash and PowerShell; in cmd.exe use double quotes and escape the inner ones.

MCP tool

mcp
run_action("automatic-captioner", "caption", {"image": "D:/path/to/image"})

Workflow node

json
{
  "id": "n0",
  "app": "automatic-captioner",
  "action": "caption",
  "params": {
    "image": "D:/path/to/image"
  },
  "inputs": {}
}

Caption a folder

Command line

shell
python app.py --action caption_folder --params '{"folder": "D:/path/to/folder"}'

Run from the app’s own folder. Single quotes work in bash and PowerShell; in cmd.exe use double quotes and escape the inner ones.

MCP tool

mcp
run_action("automatic-captioner", "caption_folder", {"folder": "D:/path/to/folder"})

Workflow node

json
{
  "id": "n0",
  "app": "automatic-captioner",
  "action": "caption_folder",
  "params": {
    "folder": "D:/path/to/folder"
  },
  "inputs": {}
}

List vision models

Command line

shell
python app.py --action list_models --params '{}'

Run from the app’s own folder. Single quotes work in bash and PowerShell; in cmd.exe use double quotes and escape the inner ones.

MCP tool

mcp
run_action("automatic-captioner", "list_models", {})

Workflow node

json
{
  "id": "n0",
  "app": "automatic-captioner",
  "action": "list_models",
  "params": {},
  "inputs": {}
}

Example prompts

Things you can say to Claude, Cursor or Codex once the MCP server is registered.