blip-image-captioning-large is a named model, so the answer centres on it. None of the candidate sources page names it directly; the closest match is Replicate, which hosts a Salesforce BLIP captioning model 5, and Hugging Face, which hosts pre-trained image models and captioning-related tools 6. Other products below offer image understanding or vision prompting but are less direct matches.
- 1
Replicatereplicate.comverified and signed
Hosts a Salesforce BLIP model that generates image captions via a cloud API 5, the most direct route to a BLIP captioning model in the sources.
+14 community tools built for it
for agents: rmokady/clip_prefix_caption · fofr/deprecated-batch-image-captioning · salesforce/blip
- 2
Hugging Facehuggingface.coverified and signed
Offers pre-trained image models and an image-to-text ecosystem through its Inference Providers and hub 6, which is where the blip-image-captioning-large checkpoint is typically hosted.
official:MCP server · @huggingface/mcp-clientSDK · huggingface-hubCLI · text-embeddings-inferencerepository · pwc-cliskill · hf-cli+23 community tools built for it
for agents: image_classification · document_question_answering · create_image
- 3
OpenAI APIopenai.comverified and signed
Provides a vision_prompt action that asks a question about an image and returns a text reply 1, usable for captioning images with a general vision model.
official:MCP server · mcp-extensionsAPI · OpenAI APISDK · openailibrary · OpenAICLI · openai-whisper+177 community tools built for it
for agents: vision_prompt · generate_image · createImage
Sources
- 1babysit-pr — openai/codexskills.sh · read 2026-10-29
- 5Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 6Hugging Face – The AI community building the future.huggingface.co · read 2026-10-29
For agents: the 10 actions behind this answer
vision_prompt · OpenAI (Activepieces) verified and signed
Vision Prompt — Ask a question about an image and get a text reply.
nano-banana-pro-openrouter · nano-banana-pro-openrouter verified and signed
Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output.
Model · aws-sam-translator verified and signed
tao-finetune-clip · tao-finetune-clip verified and signed
CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and TensorRT deployment. Use when fine-tuning or training CLIP, running zero-shot classification, computing image embeddings, or deploying CLIP to ONNX/TensorRT. This is a single-action
rmokady/clip_prefix_caption · rmokady/clip_prefix_caption verified and signed
Simple image captioning model using CLIP and GPT-2
image_classification · Hugging Face (Activepieces) verified and signed
Image Classification — Classify images with pre-trained models or custom categories - perfect for content moderation, automated tagging, and smart asset management
generate_images · project-montage found in code, not yet checked
Generates images on the provided visual description or Edits reference images by adding characters or modifying it based on a visual description using the Nano Banana model. Supports parallel generation of multiple requests. This tool can be used to generate first-frame images for video generation.
add · gpt-rag-mcp found in code, not yet checked
· Ollama website read, tools not yet checked
Ollama is the easiest way to run and build with open AI models locally or in the cloud on macOS, Windows, and Linux.
stream-subtitles/-captions-generate-caption-or-subtitle-for-language · Cloudflare API verified and signed
Generate captions or subtitles for a provided language via AI
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.