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Natoma MCP Platform is a hosted solution that simplifies the integration of AI agents with enterprise tools and data sources using the Model Context Protocol (MCP). It offers one-click deployment of over 100 prebuilt MCP servers, enabling secure and scalable connections between large language models and various applications. The platform provides features like fine-grained authorization, secure data handling, and comprehensive audit logs, facilitating the adoption of agentic AI in enterprise environments.

Natoma MCP Platform

natoma-mcp-platform

A hosted platform for integrating AI agents with tools and data via managed Model Context Protocol servers.

Ceramic.ai is an enterprise-grade AI infrastructure platform designed to optimize the training and deployment of large language models (LLMs). Founded by Anna Patterson, a former Google VP of Engineering, Ceramic.ai addresses challenges in AI model training by offering faster and more efficient systems. The platform enables up to 2.5x faster training speeds compared to current state-of-the-art methods, while reducing overall compute requirements. It supports long-context training and integrates advanced algorithms to enhance model performance, aiming to democratize access to high-performance AI infrastructure for enterprises.

Ceramic.ai

ceramic-ai

An AI infrastructure platform optimizing large-scale model training with enhanced efficiency and scalability.

Cerebrum is the Software Development Kit (SDK) for AIOS, the AI Agent Operating System. It provides developers with tools to build, deploy, and manage large language model (LLM)-based AI agents. Cerebrum addresses challenges such as scheduling, context switching, memory management, and tool integration, facilitating the creation of efficient and scalable AI agents. The SDK features a modular architecture encompassing LLM, memory, storage, and tool management layers, and includes an Agent Hub for sharing and discovering agents with version control and dependency management.

Cerebrum: AIOS SDK

cerebrum-aios-sdk

An SDK for developing and deploying LLM-based AI agents within the AIOS framework.

The Capability Collaboration based AI Agent (CACA Agent) is an AI system designed to enhance the extensibility and functionality of AI agents by integrating a set of collaborative capabilities. Inspired by service computing, it reduces reliance on a single large language model (LLM) and promotes an open architecture. CACA Agent introduces components such as Planning Capability, Methodology Capability, Tools Capability, Tool Broker, and Tool Service, which work together to provide AI agent functionalities. This design facilitates quick deployment of AI agents and convenient expansion of their application scenarios, allowing for dynamic tool integration and improved planning abilities. A demonstration of the system illustrates its operation and the extension of application scenarios.

CACA Agent

caca-agent

An AI system enhancing agent extensibility through collaborative capabilities.

PC Agent is an AI system developed by GAIR-NLP that facilitates the creation of autonomous digital agents by transferring human cognitive processes. It comprises three key components: PC Tracker, a lightweight infrastructure for collecting large-scale human-computer interaction data; a Cognition Completion post-processing pipeline that converts raw interaction data into cognitive trajectories; and a multi-agent system combining a planning agent for decision-making with a grounding agent for robust visual grounding. PC Agent aims to enable AI to perform complex digital tasks autonomously by learning from human interactions.

PC Agent

pc-agent

An AI system enabling autonomous digital agents through human cognition transfer.

LandingLens is a deep-learning vision software platform developed by Landing AI, designed to simplify the creation, testing, and deployment of computer vision AI projects. It offers an intuitive interface that allows users to build AI models without requiring complex programming or prior AI expertise. The platform emphasizes data-centric AI, ensuring data quality through tools like collaborative labeling and advanced labeling technology to detect mislabeled images. LandingLens supports flexible deployment options, including cloud and edge devices, enabling seamless integration into existing environments. Its scalability makes it suitable for applications ranging from single production lines to global operations.

LandingLens

landinglens

A deep-learning vision software platform that simplifies building and deploying computer vision AI projects.

MCP.so is a community-driven platform that collects and organizes third-party Model Context Protocol (MCP) Servers. It serves as a central directory where users can discover, share, and learn about various MCP Servers available for AI applications. The platform aims to facilitate the integration of AI models with external tools, data sources, and services by providing a comprehensive list of MCP Servers, enhancing the capabilities and functionalities of AI assistants.

MCP.so

mcp-so

A community-driven platform collecting and organizing third-party MCP Servers for AI applications.

Smithery is a comprehensive platform designed to help developers find and deploy agentic services that comply with the Model Context Protocol (MCP). It serves as a centralized hub for discovering MCP servers, offering hosting and distribution services, and providing standardized interfaces for tool integration and configurations. By simplifying the integration of language model agents with external tools and data sources, Smithery accelerates the development of agentic AI applications.

Smithery

smithery

A platform assisting developers in discovering and deploying agentic services adhering to the Model Context Protocol (MCP).

AI Refinery is an AI platform developed by Accenture, built on NVIDIA AI Enterprise, designed to help companies convert raw AI technologies into practical, scalable business solutions. It enables organizations to connect siloed AI technologies, build and adapt AI agent teams without coding, and manage AI components with a focus on cost, accuracy, security, and responsible use. The platform accelerates value realization by embedding prebuilt process knowledge, industry expertise, and AI agent capabilities, facilitating faster, more tangible business outcomes.

AI Refinery

ai-refinery

An AI platform by Accenture that transforms raw AI technologies into scalable business solutions.

Future AGI offers a comprehensive evaluation and optimization platform designed to help enterprises achieve 99% accuracy in AI applications across both software and hardware. By enabling developers to build agents and agentic workflows, the platform evaluates applications for accuracy, observes generative AI behaviors, and optimizes them through iterative self-correction. It supports integration with various AI models and tools, ensuring seamless adaptability and enhanced performance.

Future AGI

future-agi

A platform enhancing AI accuracy through comprehensive evaluation and optimization tools.

Giselle is an open-source platform that empowers teams to design and deploy advanced AI agents using an intuitive node-based interface. By integrating multiple large language models (LLMs) and data sources, Giselle facilitates the automation of complex tasks such as market research and code reviews. Its visual development environment simplifies the creation of sophisticated AI workflows, making AI accessible to all team members and enhancing productivity through seamless human-AI collaboration.

Giselle

giselle

An open-source platform enabling teams to create AI agents through a visual node-based interface for automating complex workflows.

Cohere is a technology company that provides AI solutions tailored for enterprise applications, focusing on natural language processing (NLP) through large language models. Their platform enables businesses to integrate advanced AI capabilities into various applications, including chatbots, search engines, and content generation tools. Cohere's offerings are designed to be cloud-agnostic, allowing deployment across different cloud services or on-premises environments. They have collaborated with major companies like Oracle and Salesforce to embed their AI technology into various products, enhancing functionalities such as customer support and data analysis.

Cohere

cohere

A platform offering enterprise-focused AI solutions, specializing in large language models for natural language processing tasks.