> AI & ML MCP Servers & Apps
Compare 30 tools for machine learning, ai models, and embeddings, including source links and setup guidance.
// $ count: 30 apps in this category
Official hosted and local tools server for speech, sound, music and voice workflows
LlamaIndex data framework for LLM applications
Search engine made for AIs with semantic search
Real-time web research via Sonar API
Search engine for AI agents with web research capabilities
OpenAI image generation with DALL-E 2/3 and GPT-Image-1 support
PyTorch deep learning framework
Data analysis workflows with preprocessing, feature engineering, and visualization
Local AI image generation on Mac using Stable Diffusion on Apple Silicon
Microsoft TypeAgent memory server with a compact embedded preview for grounded answers, supporting evidence, modules, warnings, and expandable memory sections
AI image generation using Google's Gemini Flash models with intelligent filenames
Image generation using Replicate's Flux model for high-quality AI art
Predict anything with Chronulus AI forecasting and prediction agents
Connect to Cartesia voice platform for text-to-speech and voice cloning
Amazon Translate neural machine translation
Generate images using Amazon Nova Canvas with text prompts
Official stdio server for text and document translation, rephrasing, glossaries and style-rule lookup with the DeepL API
Google Gemini server with embedded viewers for generated and edited images, videos, SVG graphics, and landing pages
Official Azure multimodal image-search sample with an embedded viewer for image files returned from Azure AI Search and Blob Storage
AI service marketplace server with an optional embedded run viewer for live job progress and generated image, video, audio, table, and file outputs
Hugging Face workflow server with an embedded studio for discovering models and datasets, launching AutoTrain jobs, monitoring training, deploying inference, and chatting with models
Rendering server with an embedded collapsible card for presenting user-visible intermediate reasoning with selectable style, effort, and visual skin
Generative UI agent with an embedded renderer for turning prompts and backend data into PatternFly or Red Hat Design System components, tables, and charts
Multi-agent orchestration system with an embedded Tank interface for opening, inspecting, and running governed Goblin planning and board workflows inside ChatGPT
MLflow operations server with an embedded side-by-side run comparison card that highlights differing metrics, parameters, and experiment results
Embedded visual form for creating and editing ElevenLabs conversational agents, including prompts, first messages, voices, languages, temperature, stability, and similarity settings
AI runtime intelligence layer with an embedded routing panel for the selected model, escalation outcome, cost, savings, latency, routing strategy, and server-side knowledge identity
Fact-checked guide explaining that no Prodigy MCP server exists and identifying Explosion tools for LLM-assisted annotation
LM Studio desktop client with MCP tool confirmation UI
Genkit client with MCP support and Dev UI playground