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What is Model Context Protocol (MCP)?

The Model Context Protocol (MCP) serves as a versatile and open-source framework designed to enhance the interaction between artificial intelligence models and various external data sources. By facilitating the creation of intricate workflows, it allows developers to connect large language models (LLMs) with databases, files, and web services, thereby providing a standardized methodology for AI application development. With its client-server architecture, MCP guarantees smooth integration, and its continually expanding array of integrations simplifies the process of linking to different LLM providers. This protocol is particularly advantageous for developers aiming to construct scalable AI agents while prioritizing robust data security measures. Additionally, MCP's flexibility caters to a wide range of use cases across different industries, making it a valuable tool in the evolving landscape of AI technologies.

What is Airtrain?

Investigate and assess a diverse selection of both open-source and proprietary models at the same time, which enables the substitution of costly APIs with budget-friendly custom AI alternatives. Customize foundational models to suit your unique requirements by incorporating them with your own private datasets. Notably, smaller fine-tuned models can achieve performance levels similar to GPT-4 while being up to 90% cheaper. With Airtrain's LLM-assisted scoring feature, the evaluation of models becomes more efficient as it employs your task descriptions for streamlined assessments. You have the convenience of deploying your custom models through the Airtrain API, whether in a cloud environment or within your protected infrastructure. Evaluate and compare both open-source and proprietary models across your entire dataset by utilizing tailored attributes for a thorough analysis. Airtrain's robust AI evaluators facilitate scoring based on multiple criteria, creating a fully customized evaluation experience. Identify which model generates outputs that meet the JSON schema specifications needed by your agents and applications. Your dataset undergoes a systematic evaluation across different models, using independent metrics such as length, compression, and coverage, ensuring a comprehensive grasp of model performance. This multifaceted approach not only equips users with the necessary insights to make informed choices about their AI models but also enhances their implementation strategies for greater effectiveness. Ultimately, by leveraging these tools, users can significantly optimize their AI deployment processes.

Media

Media

Integrations Supported

OpenAI
Activepieces
ChatGPT
Claude
Claude 3.5 Haiku
Claude 3.5 Sonnet
Claude 4
Claude Code
Claude Computer Use
Claude Max
Claude Pro
Codestral Mamba
Gemini Advanced
Gemini Nano
Gemini Pro
GrimoAI
JSON
Mistral 7B
Mistral NeMo
Slack

Integrations Supported

OpenAI
Activepieces
ChatGPT
Claude
Claude 3.5 Haiku
Claude 3.5 Sonnet
Claude 4
Claude Code
Claude Computer Use
Claude Max
Claude Pro
Codestral Mamba
Gemini Advanced
Gemini Nano
Gemini Pro
GrimoAI
JSON
Mistral 7B
Mistral NeMo
Slack

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Anthropic

Date Founded

2021

Company Location

United States

Company Website

modelcontextprotocol.io

Company Facts

Organization Name

Airtrain

Company Location

United States

Company Website

www.airtrain.ai/

Categories and Features

Categories and Features

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