The request names Moondream, a vision-language captioning model; OpenRouter lists a Moondream 3 model that accepts text and image input and returns text 14, and Replicate hosts a CLIP-prefix image captioning model 25. Runware offers an imageCaption action for generating image descriptions 3.
- 1
OpenRouteropenrouter.aiverified and signed
Exposes the Moondream 3 model through a unified API where a text and image input returns a text output, matching image captioning.
for agents: text+image->text
- 2
Replicatereplicate.comverified and signed
Runs the rmokady/clip_prefix_caption model, a simple image captioning model using CLIP and GPT-2, through its cloud API.
for agents: rmokady/clip_prefix_caption
- 3
Runwarerunware.aifound in code, not yet checked
Its imageCaption action generates concise image descriptions from an image via its API.
+4 community tools built for it
for agents: imageCaption · generateImagesFromText · imageInference
Sources
- 1OpenRouteropenrouter.ai · read 2026-10-29
- 2Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 3Runware | AI Infrastructure Rebuilt to Cost Lessrunware.ai · read 2026-10-29
- 4Moondream: Moondream 3.1: declares "text+image->text" (the record we read and signed)unfragile.ai · read 2026-10-24
- 5rmokady/clip_prefix_caption: declares "rmokady/clip_prefix_caption" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
text+image->text · Moondream: Moondream 3.1 verified and signed
Takes text, image; returns text.
text+image->text · Moondream: Moondream 3 Preview verified and signed
Takes text, image; returns text.
rmokady/clip_prefix_caption · rmokady/clip_prefix_caption verified and signed
Simple image captioning model using CLIP and GPT-2
lucataco/joy-caption-pre-alpha · lucataco/joy-caption-pre-alpha verified and signed
Image Caption model
j-min/clip-caption-reward · j-min/clip-caption-reward verified and signed
Fine-grained Image Captioning with CLIP Reward
imageCaption · Runware MCP Server found in code, not yet checked
Generate image descriptions using Runware's API. Analyzes images to produce accurate and concise captions that can be used to create additional images or provide detailed insights into visual content.
salesforce/blip · salesforce/blip verified and signed
Generate image captions
zsxkib/uform-gen · zsxkib/uform-gen verified and signed
🖼️ Super fast 1.5B Image Captioning/VQA Multimodal LLM (Image-to-Text) 🖋️
nelsonjchen/minigpt-4_vicuna-13b · nelsonjchen/minigpt-4_vicuna-13b verified and signed
MiniGPT-4 w/ Vicuna-13B (Image Question/Captioning Use)
cjwbw/supir · cjwbw/supir verified and signed
Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild. This version uses LLaVA-13b for captioning.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.