Tag

Model Context Protocol

All articles tagged with #model context protocol

technology23 days ago•49 min saved

From papers to interactive AI agents: a framework for reproducible, queryable science

A new framework called Paper2Agent converts scientific papers into autonomous AI agents by packaging a paper’s manuscript, data, code and workflows into a Model Context Protocol (MCP) server and linking it to chat agents; case studies with AlphaGenome, Scanpy, and TISSUE show agents reproduce results and handle novel, user-asked analyses, lowering barriers to adoption and enabling collaborative AI co-scientists.

via Nature|

#ai-agents #bioinformatics #model-context-protocol

technology2 months ago•74 min saved

MCP overhaul strips sessions, shifting state to per-call metadata for lean servers

The Model Context Protocol (MCP) gets its biggest update since launch: persistent sessions and the initialization handshake are removed, with identity and capabilities now carried in per-call metadata and a new server/discover method added. This enables MCP servers to operate more like stateless HTTP services behind gateways, while essential state is handled via explicit handles (e.g., carts, task IDs). The change aims to reduce infrastructure complexity under a pay-as-you-go model, with deprecation guidance and migration paths to help developers adapt.

via The New Stack|

#api-management #mcp #migration

technology2 months ago•5 min saved

MCP Overhaul Goes Stateless, Expands Extensions

Anthropic's Model Context Protocol (MCP) is getting its biggest 2026 overhaul: it sheds protocol-level sessions for a fully stateless design, rewrites routing and data transfer, deprecates features like sampling and Roots, and adds extensibility and official extensions (including MCP Apps); the update aims to simplify cloud deployment, but legacy MCP engines will need substantial rework, and compatibility requires both sides to support the same protocol era.

via The Register|

#ai #anthropic #extensions

technology7 months ago•6 min saved

Kali Linux Taps Claude AI for Conversational Pen-Testing

Kali Linux now supports AI-assisted penetration testing by integrating Anthropic's Claude via the Model Context Protocol, allowing natural-language prompts to orchestrate tools like Nmap, Metasploit, and SQLMap in a largely automated, agentic workflow while highlighting setup steps and ongoing privacy and governance concerns.

via LinkedIn|

#ai #claude-ai #kali-linux

technology9 months ago•6 min saved

Rethinking API Calls in the Age of LLMs

The article discusses how the rise of large language models (LLMs) is shifting enterprise software interfaces from traditional APIs and SDKs to natural language-based interactions, enabled by the Model Context Protocol (MCP). This transition allows users to specify outcomes rather than functions, simplifying integration, reducing onboarding time, and increasing productivity, while also requiring new architectural, security, and organizational considerations.

via VentureBeat|

#api-evolution #enterprise-ai #llms

technology11 months ago•2 min saved

Apple to Expand AI Integration and Launch Enhanced Siri by 2026

Apple CEO Tim Cook indicated plans to expand AI collaborations beyond OpenAI, mentioning potential future integrations with providers like Google Gemini and support for third-party models, but has yet to announce concrete partnerships or products, raising questions about the company's short-term AI strategy.

via 9to5Mac|

#ai-partnerships #apple #model-context-protocol

technology1 year ago•4 min saved

iOS 26.1 Beta Introduces Enhanced Apple Intelligence and New Features

The first developer beta of iOS 26.1 introduces expanded Apple Intelligence features, including support for nine new languages in Live Translation, improvements to AI capabilities, and hints at upcoming Model Context Protocol support for better AI integration across Apple devices. It also includes security enhancements and minor UI updates, with more features expected in future releases.

via AppleInsider|

#apple-intelligence #ios-261 #live-translation

technology1 year ago•1 min saved

Claude AI now seamlessly integrates with Canva and other popular apps

Anthropic's Claude AI now integrates with Canva, allowing users to create and edit designs within Canva through AI chat, powered by the Model Context Protocol (MCP). This feature requires a paid Claude subscription and varies by Canva plan, with more third-party platform integrations expected to follow.

via Engadget|

#ai-design #canva #claude-ai

technology1 year ago•4 min saved

Anthropic Unveils Model Context Protocol for Enhanced AI-Data Integration

Anthropic has introduced the Model Context Protocol (MCP), an open-source tool that allows the Claude chatbot to interact with various data sources, including local files, GitHub, Slack, and web searches. This protocol simplifies the integration process for developers by eliminating the need for custom code for each data source. Currently available as an early development preview for the Claude desktop app on Mac and Windows, MCP represents a significant step towards more seamless human-computer interaction, enabling AI to perform complex tasks like building web apps without user coding.

via Tom's Guide|

#ai #anthropic #claude-desktop

technology1 year ago•2 min saved

Anthropic Unveils Model Context Protocol for Seamless AI Integration

Anthropic has introduced the Model Context Protocol (MCP), an open-source tool designed to enable AI assistants to access data from any app securely. This protocol allows developers to create AI-to-app integrations without needing direct collaboration with major tech firms like Google. While promising to streamline AI integration across apps, MCP raises potential privacy concerns as it facilitates broader data access for AI agents. Companies like Zed, Replit, and Sourcegraph have already adopted MCP, and Apple is expected to introduce similar AI functionalities soon.

via Gizmodo|

#ai #anthropic #app-integration

technology1 year ago•1 min saved

Anthropic's Model Context Protocol Revolutionizes AI-Data Integration

Anthropic has launched the Model Context Protocol (MCP), an open-source tool designed to connect AI systems directly to various datasets, enhancing their performance by providing a universal connection to data sources. This tool simplifies the integration process for developers, allowing them to connect AI models to multiple data sources using a standard protocol, rather than creating custom code for each dataset. MCP is already being utilized by coding platforms like Replit and Codeium, and aims to streamline AI system connectivity as the industry moves towards more agentic AI solutions.

via The Verge|

#ai #anthropic #data-integration