Machine Learning MCP Servers

77 servers

Machine learning MCP servers put model hosts, fine-tuning APIs, and inference routers in your AI's tool list. Submit prompts, swap checkpoints, monitor job queues, and compare providers — ideal when your product spans multiple ML vendors.

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Aura Intelligence

Machine Learning

Aura Intelligence is an AI-powered data analytics and business intelligence platform that helps organizations extract insights from complex datasets. It offers predictive analytics, data visualization, and automated reporting tools designed to enhance decision-making across various industries.

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Agentpmt

Machine Learning

This server serves as a marketplace for AI agents, facilitating the automation of workflows and tasks. It is targeted at businesses looking to enhance productivity through the integration of AI-driven solutions.

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MakeHub

Machine Learning

MakeHub is an AI model routing and management platform. Provides unified API access to multiple LLM providers with intelligent routing, cost optimization, and usage analytics.

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HuggingFace

Machine Learning

Hugging Face is an AI and machine learning platform that provides access to thousands of pre-trained models, datasets, and tools for natural language processing, computer vision, and other AI tasks. It offers model hosting, inference APIs, and collaborative ML development tools.

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Windsor

Machine Learning

Windsor.ai offers analytics and data integration services, helping businesses connect and analyze data from multiple sources. It is designed for data analysts and marketers seeking to gain insights from their data ecosystems.

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Agent Registry

Machine Learning

This server acts as a registry for AI agents, allowing users to manage and access various AI solutions. It is targeted at developers and businesses looking to implement AI technologies in their operations.

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Noteit

Machine Learning

This server facilitates the creation and management of AI agent profiles and smart notes, providing over 60 coding tools for developers. It is particularly useful for those looking to streamline their coding processes and enhance productivity through intelligent note-taking.

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Anybrowse

Machine Learning

AnyBrowse converts URLs into clean, LLM-ready Markdown, making it easier for developers to extract and format web content for use in language models. This tool is particularly useful for content creators and developers working with natural language processing.

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Make

Machine Learning

This server equips AI agents with tools to build, manage, and run automated processes. It is particularly suited for developers and businesses aiming to enhance their automation capabilities through AI integration.

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Zine.ai

Machine Learning

Zine AI is an artificial intelligence platform that provides content generation, natural language processing, and AI-powered creative tools. It offers text generation, content optimization, and intelligent writing assistance for content creators and businesses.

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Web Agent

Machine Learning

TinyFish AI Web Agent is designed to automate web interactions, helping users navigate and extract information from websites efficiently. This tool is beneficial for developers and businesses looking to enhance their web scraping and automation capabilities.

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Hugging Face

Machine Learning

Hugging Face MCP server providing access to the Hugging Face platform for discovering and using AI models, datasets, and Spaces. Search repositories, browse model cards, and interact with the Hugging Face ecosystem.

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bstorms.ai

Machine Learning

Bstorms.ai is a marketplace for agent playbooks, allowing users to upload, browse, and purchase playbooks for various applications. It serves developers and AI enthusiasts looking to enhance their projects with pre-built strategies.

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Lilo

Machine Learning

This server facilitates vacation rental bookings and provides protection for AI agents, offering features such as property searches and reputation checks. It's designed for property managers and travelers looking for secure and efficient booking solutions.

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Devkit

Machine Learning

This server provides AI assistants with direct access to Mapbox developer resources, including APIs and tools for mapping and location services. It is designed for developers looking to integrate advanced mapping functionalities into their applications.

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Autopilots

Machine Learning

Autopilots by Dania.ai offers automated solutions for various tasks, likely leveraging AI to enhance productivity. This server is suited for businesses and developers seeking to implement automation in their workflows.

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Drinkedin

Machine Learning

Drinkedin creates a virtual bar ecosystem where users can visit venues, order drinks, and interact with AI agents. This platform is aimed at social users looking for a unique digital nightlife experience.

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Websitepublisher

Machine Learning

Build and publish websites through AI conversation.

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Stompy

Machine Learning

Stompy enhances the capabilities of AI agents by providing a memory layer that allows them to retain and recall information over time. This is particularly beneficial for developers working with AI systems that require context retention, such as chatbots or virtual assistants.

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Ateam

Machine Learning

Build, validate, and deploy multi-agent AI solutions from an Ateam offers a full-featured platform for developing AI-driven applications. It includes tools for testing, deploying, and managing AI agents, making it ideal for developers focused on creating intelligent systems.

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DocBase

Machine Learning

DocBase is a server designed for AI agents, providing tools for managing and accessing documentation. It is useful for developers and teams looking to streamline their documentation processes and enhance AI interactions.

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Nestr

Machine Learning

This server connects AI capabilities to Nestr, supporting organizational structures like Holacracy and Sociocracy. It's aimed at organizations looking to implement self-management and enhance their operational frameworks.

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Seltz

Machine Learning

Seltz provides AI assistants with access to a powerful web service that enhances their capabilities in data retrieval and processing. This tool is aimed at developers looking to integrate advanced AI functionalities into their applications.

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Nerq Trust Engine

Machine Learning

The AI agent trust engine offers a variety of tools for conducting preflight checks and due diligence on cryptocurrency projects. This service is tailored for investors and developers seeking to assess the safety and reliability of crypto assets before engaging with them.

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Frequently Asked Questions

What are machine learning MCP servers?

Machine learning MCP servers connect to hosted inference APIs, GPU clouds, vector databases with ML features, and MLOps dashboards. They expose training, batch scoring, or real-time generation depending on the underlying product.

Is this the same as calling OpenAI directly?

Conceptually similar — both are HTTP tool calls — but MCP standardizes discovery, auth, and multi-vendor tool lists. Your client sees one schema per server instead of custom scripts per vendor.

How do I control spend?

Use vendor-side budget alerts and per-key rate limits. Many ML tools return token counts or billing hints in responses; combine that with read-only exploration before enabling high-cost generation tools.

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