Best AI and Machine Learning MCP Servers

Enables macOS screen capture and window management with tools for taking screenshots, analyzing images, and controlling application windows

Provides image generation across multiple AI providers (OpenAI DALL-E, Google Gemini, Replicate Flux) with unified parameter handling, automatic file saving, and provider-specific features like transparent backgrounds and seed control for flexible visual content creation.

Bitte AI

Official Remote

Connects AI assistants to the Bitte AI ecosystem, enabling discovery and execution of specialized agents and tools from the Bitte registry through real-time Server-Sent Events communication.

Provides multi-provider image generation and transformation capabilities across Google Gemini, ZhipuAI, and Alibaba Bailian with automatic prompt translation and optimization for each provider's preferred language, supporting URL-based editing with mask support and flexible input methods including base64 encoding, file paths, and public URLs.

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Think Tool

Remote

Provides Claude with a dedicated workspace for structured reasoning through four specialized tools that enable recording, retrieving, clearing, and analyzing thoughts during complex problem-solving tasks.

Integrates with Google's Gemini and Vertex AI models to analyze images, compare multiple images, and process video content with intelligent file handling that automatically optimizes upload strategies for different file sizes.

Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job processing for persistent AI memory and knowledge management systems.

Orchestrates Codex and Gemini CLI agents with parallel execution across multiple working directories, enabling delegation of complex tasks to 16 specialized programming personas including backend architects, security engineers, and Python experts for simultaneous multi-project development workflows.

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ChuckNorris (L1B3RT4S Prompt Enhancer)

Remote

Enhances language models by fetching specialized prompts from the L1B3RT4S repository, supporting multiple LLMs including ChatGPT, Claude, and Gemini with fallback mechanisms for educational and research purposes.

Orchestrates a team of specialized agents working in parallel to break down complex problems through structured thinking steps, enabling multi-disciplinary analysis with greater depth than single-agent approaches.

Unified command-line launcher for discovering and running scientific research MCP servers from the Path Integral Institute's collection, using uvx to dynamically install and execute servers from local directories or remote Git branches with automatic dependency handling.

Provides six specialized servers for scientific and engineering workflows including photonic circuit design with gdsfactory integration, document processing with advanced OCR, plot data extraction from images, equation composition and analysis, PDF annotation with contextual analysis, and model fitting with optimization capabilities.

Lara Translate

Official

Bridges to the Lara Translation API for accurate, context-aware text translations between languages with automatic language detection capabilities.

Provides persistent memory storage for assistants to create and retrieve memories with filtering options by app name, category, and result limits through a SQLite database with automatic setup.

Bridges Onyx knowledge bases with semantic search and chat capabilities, enabling teams to access organizational knowledge through RAG-powered document retrieval with configurable context windows.

Provides a server for obtaining structured and freeform code reviews from OpenAI, Google, and Anthropic models with support for project context, related files, and language detection.

Provides image analysis capabilities through OpenRouter's vision models, supporting base64, file paths, and URLs with specialized tools for general analysis, webpage screenshot evaluation, and mobile app design assessment against platform guidelines.

Integrates with GitHub CLI and npm to provide repository analysis, code discovery, file exploration, commit history tracking, and package metadata retrieval with intelligent caching and cross-tool workflow support.

AgentRPC

Official

A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes.

Integrates Stability AI's image generation and manipulation capabilities for editing, upscaling, and more via Stable Diffusion models.

RSS3

Official

Integrates with RSS3 API to enable querying data across decentralized chains, social media platforms, and the RSS3 network for real-time open web data access within conversations.