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 124 of 74 servers

Minitap

Machine Learning

Minitap is an AI model router and aggregation platform. Access 200+ language models through a unified OpenAI-compatible API. Execute tasks across multiple models, manage LLM profiles, monitor task runs, and track API usage and credits. Perfect for AI applications requiring multi-model support, cost optimization, and centralized AI infrastructure.

Managed
SKILL.md
14 tools
View server

Runway

Machine Learning

Runway provides AI-powered content generation APIs for creating images, videos, and other media. Generate high-quality visual content using text-to-image, image-to-video, video upscaling, and character performance models with state-of-the-art AI technology.

Managed
SKILL.md
18 tools
View server

Google Veo

Machine Learning

Google Veo is Google's advanced AI video generation platform that creates high-quality videos from text prompts and images. Generate realistic video content, transform images into videos, and track generation progress with powerful generative AI capabilities.

Managed
SKILL.md
4 tools
View server

ElevenLabs

Machine Learning

ElevenLabs is an AI voice generation platform that creates realistic speech from text using advanced neural networks. Generate high-quality voice synthesis, clone voices, access diverse voice models, and create natural-sounding audio content for various applications.

Managed
SKILL.md
14 tools
View server

Yutori

Machine Learning

Yutori builds reliable web agents that autonomously execute tasks on the web. Offers four APIs: n1 (pixels-to-actions LLM), Browsing (cloud browser automation), Research (deep web research with 100+ MCP tools), and Scouting (continuous web monitoring with configurable schedules and alerts).

Managed
SKILL.md
15 tools
View server

Originality.AI

Machine Learning

Originality.AI is a content detection platform that identifies AI-generated text and checks for plagiarism. Verify content authenticity, scan text for AI detection, perform batch content analysis, and ensure originality for publishers, content creators, and educators.

Managed
SKILL.md
6 tools
View server

Sora

Machine Learning

OpenAI Sora video generation from text prompts: start jobs, poll status, download finished assets, branch variations from prior renders, and manage the video library.

Managed
SKILL.md
6 tools
View server

FAL AI

Machine Learning

FAL AI is a machine learning platform specializing in image and video generation through AI models. Access state-of-the-art generative AI models for creating visual content, including text-to-image, image-to-image, and video generation with fast, scalable API infrastructure.

Managed
SKILL.md
40 tools
View server

Sheetsdata

Machine Learning

This server offers access to electronic component datasheets, enabling users to search for parts, retrieve specifications, and analyze design fit. Engineers and designers can utilize this service to compare components and ensure compatibility in their projects. The platform also supports image analysis for component identification, streamlining the design process.

SKILL.md
Live tools
View server

Deapi

Machine Learning

Unified API for open-source AI models including text-to-image, text-to-speech, video transcription, and OCR running on distributed GPU infrastructure with up to 20x lower costs than commercial providers.

SKILL.md
Live tools
View server

fal MCP

Machine Learning

fal's official hosted Model Context Protocol server: search 1,000+ generative models, read schemas and pricing, run inference, submit long jobs, upload inputs, and search fal docs. Stateless HTTP MCP on Vercel; each request carries your API key.

SKILL.md
Live tools
View server

Scrapi

Machine Learning

Scrapi is a web scraping service that converts URLs into clean, LLM-readable formats, making it ideal for AI agents that require structured data from the web. Developers and data scientists can utilize this server to gather and preprocess web data efficiently.

SKILL.md
Live tools
View server

AI Pay Gen

Machine Learning

AiPayGen is a large suite of 148 AI tools designed for agents, enabling them to perform tasks such as research, summarization, translation, and sentiment analysis. This server is particularly beneficial for professionals in sales, marketing, and customer service who need to leverage AI for enhanced productivity and decision-making.

SKILL.md
Live tools
View server

Connect

Machine Learning

JoinNod is a professional network designed for AI agents, facilitating connections and collaborations within the AI community. This platform is ideal for AI developers and researchers looking to share knowledge and resources.

SKILL.md
Live tools
View server

Kognitrix AI

Machine Learning

Intelligence-as-a-service platform with 8 AI services including content generation, code assistance, document analysis, image generation, data extraction, translation, SEO optimization, and email writing.

SKILL.md
Live tools
View server

Needle.ai

Machine Learning

Needle AI is an artificial intelligence platform that provides intelligent search, content discovery, and knowledge extraction capabilities. It uses advanced NLP and machine learning to help users find relevant information and insights from large datasets and documents.

SKILL.md
Live tools
View server

Filtrix AI

Machine Learning

Filtrix AI provides advanced AI-driven solutions for data analysis and processing, enabling users to leverage machine learning capabilities for various applications. It is designed for developers and data scientists looking to integrate AI functionalities into their projects.

SKILL.md
Live tools
View server

Context Pod

Machine Learning

This server appears to focus on providing persistent context for AI agents, utilizing learned vectors to enhance their capabilities. It is likely aimed at developers and researchers working on AI applications that require context management.

Live tools
View server

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.

Live tools
View server

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.

Live tools
View server

Dreamtap

Machine Learning

Dreamtap offers a service that provides sources of inspiration to AI systems, helping them generate creative outputs. Developers and content creators can utilize this tool to enrich their AI's creative capabilities with diverse inspiration sources.

Live tools
View server

Roundtable

Machine Learning

Multi-model AI debates: GPT-4o, Claude, Gemini and 200+ models discuss topics, then synthesize consensus answers. Run structured debates across multiple AI models to get diverse perspectives and well-rounded responses.

Live tools
View server

Websitepublisher

Machine Learning

Build and publish websites through AI conversation.

Live tools
View server

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.

Live tools
View server

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.

Start using MCP servers now

Each server comes with AI skills that teach your assistant the domain knowledge it needs to use the tools correctly.