Machine Learning MCP Servers

74 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.

Showing 4972 of 74 servers

Vapi

Machine Learning

Vapi is a voice AI platform for building conversational voice agents. Provides real-time voice processing, speech-to-text, text-to-speech, and phone call management for AI-powered voice applications.

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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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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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Voyager Commerce

Machine Learning

This server specializes in AI-driven ticket commerce solutions for theme parks, zoos, museums, and aquariums. It provides tools for managing ticket sales, checking availability, and handling customer orders, making it ideal for businesses in the entertainment and tourism sectors.

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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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2o Human Intelligence

Machine Learning

This API enables AI agents to verify facts with human input, enhancing the reliability of information processed by AI systems. It is particularly useful for developers and organizations looking to improve the accuracy of their AI-driven applications.

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Suno

Machine Learning

This server provides tools for generating and manipulating music using AI, allowing users to create custom tracks, extend existing music, and even generate lyrics. Musicians, content creators, and anyone interested in music production can leverage these capabilities to enhance their projects with unique audio content.

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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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Agent Marketplace

Machine Learning

BizGigz Agent Marketplace enables users to register and manage AI agents, facilitating the integration of various APIs into workflows. This platform is designed for developers and businesses looking to leverage AI capabilities for enhanced operational efficiency.

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Dappier

Machine Learning

RAG-as-a-Service platform providing real-time web search, AI-powered recommendations, and access to curated data models across news, sports, financial markets, entertainment, and weather.

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Create Survey

Machine Learning

Create AI surveys enables users to design and publish surveys with dynamic follow-up questions based on responses. This tool is beneficial for researchers and businesses looking to gather insights and feedback effectively.

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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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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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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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Cdgcsearchmetadata

Machine Learning

This server provides metadata information to AI agents, enhancing their ability to search and retrieve relevant data. It is aimed at developers and researchers who require enriched metadata for their AI applications.

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Aiqbee Brain

Machine Learning

This server serves as a brain for AI applications, providing advanced capabilities for data processing and analysis. It is designed for developers and data scientists looking to leverage AI for innovative solutions.

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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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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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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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Portal One

Machine Learning

The AI Agent Command Center serves as a centralized hub for managing AI agents, providing tools for command execution and monitoring. It is aimed at developers and data scientists looking to deploy and manage AI-driven applications effectively.

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Mapbox Docs

Machine Learning

The Mapbox docs server grants AI access to documentation, API references, and style specifications for Mapbox services. It is intended for developers seeking to utilize Mapbox's extensive mapping capabilities effectively.

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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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Knownissue

Machine Learning

Knownissue provides a shared debugging memory for AI coding agents, facilitating collaborative troubleshooting and problem-solving. Developers working with AI systems can use this tool to enhance their coding efficiency.

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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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