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Add Hugging Face MCP Server

Access to 200,000+ ML models via Hugging Face Inference API including LLMs, image generation, embeddings, and specialized AI tasks.

Features

  • Text Generation - LLMs (Llama-3, Mistral, Gemma, Qwen)
  • Image Generation - FLUX, Stable Diffusion, DALL-E alternatives
  • Text Classification - Sentiment analysis, topic classification
  • Question Answering - Extract answers from context
  • Summarization - Text summarization models
  • Translation - 200+ language pairs
  • Image Analysis - Captioning, classification, object detection
  • Speech - Text-to-speech and speech recognition (Whisper)
  • Embeddings - Sentence transformers for similarity search
  • NLP Tasks - NER, POS tagging, fill-mask

Configuration

  • Authentication: Simple API token (no OAuth)
  • Transport: streamable-http
  • Resources: 512Mi memory, 500m CPU
  • Free Tier: Rate-limited access to all models

Use Cases

  • AI agent text generation
  • Image creation and editing
  • Document analysis and summarization
  • Multilingual translation
  • Semantic search with embeddings
  • Custom ML model inference
  • Computer vision tasks
  • Speech processing

Coverage

  • 200,000+ models on Hugging Face Hub
  • Text, vision, audio, and multimodal models
  • Open-source and community models
  • State-of-the-art architectures

Popular Models Included

  • LLMs: Llama-3, Mistral, Gemma
  • Image: FLUX, Stable Diffusion XL
  • Embeddings: Sentence Transformers
  • Vision: CLIP, BLIP, DETR

Validation

✅ All validations pass: npm run validate-servers

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2 participants