Best AI and Machine Learning MCP Servers

Provides cloud-based document management and semantic search using OpenAI embeddings with in-memory vector storage, enabling retrieval-augmented generation workflows through document ingestion, metadata filtering, and cosine similarity search.

Powerdrill

Official

Provides tools to interact with Powerdrill datasets to perform data work.

Dumpling AI

Official

Provides a bridge to Dumpling AI's data extraction API for performing web searches, scraping content, extracting structured data, and processing various document formats through 20+ specialized tools.

Provides a bridge between AI assistants and Turso SQLite databases, enabling organization-level management and database-level queries with persistent context, schema exploration, and vector similarity search capabilities.

Processes Sketch design files by extracting internal structure, analyzing design elements, and rendering visual components as SVG images for design-to-code workflows and automated design analysis.

Windows-compatible Gemini CLI integration that addresses character encoding and parameter handling issues, providing PowerShell integration with automatic executable detection, multiple model support, sandbox mode for safe code execution, and specialized tools for brainstorming and structured editing.

Integrates with AivisSpeech engine to provide Japanese text-to-speech synthesis with customizable voice parameters including speed, pitch, intonation, and volume for building voice-enabled applications.

Leverages Deepseek r1 for local reasoning and task planning, enabling autonomous decision-making while maintaining data privacy.

Integrates voice interaction capabilities using faster-whisper and PyAudio for speech recognition and synthesis, enabling natural language voice interfaces for AI models.

Proofly (Deepfake Detection)

Official

Enables deepfake detection in images through Proofly API integration, providing detailed analysis results including real/fake probability scores and individual model results for each detected face.

Provides unified access to 100+ AI providers through LiteLLM integration, enabling seamless switching between OpenAI, Anthropic, Google, Azure, AWS Bedrock, and other services through YAML-based configuration with tools for chatting, listing models, and retrieving model information.

Translates JSON internationalization files using multiple translation providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching, deduplication across files, and format preservation to minimize API costs while maintaining exact JSON structure and consistent results across target languages.

Integrates with Google's Gemini API to generate images with built-in Sharp-based resizing, format conversion, and imagemin optimization for streamlined visual content creation workflows.

Integrates with SVGMaker's API to generate SVGs from text descriptions, edit existing images, and convert bitmap images to vector format with customizable quality settings and real-time progress tracking.

Recraft AI

Official

Integrates with Recraft's image generation API to create and edit raster and vector images, apply custom styles, manipulate backgrounds, upscale images, and perform vectorization with fine-grained control over artistic properties.

Novita AI GPU Cloud

Official

Provides direct access to Novita AI's GPU cloud infrastructure for deploying, monitoring, and managing GPU-accelerated workloads and containers without leaving your conversation context.

MiniMax Multimodal

Official

Official JavaScript implementation that integrates with MiniMax's multimodal capabilities for image generation, video creation, text-to-speech, and voice cloning across multiple transport modes.

Integrates with Perplexity's web search API to enable real-time fact-checking, research, and content generation using up-to-date information.

Enables multimodal content generation through Pollinations APIs, providing image, text, and audio creation capabilities without requiring authentication.

AgentOps

Official

Provides access to AgentOps observability and tracing data for debugging agent runs, enabling retrieval of project information, trace details, span metrics, and complete execution traces through authenticated API access.

Extract and document code from your local filesystem, enabling automated documentation and codebase analysis.