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Built an MCP server allowing Claude to control NetLogo for agent-based modeling, including headless sweeps and model loading from CoMSES Net.
Kapa announces the launch of Kapa for Agents, a platform that provides a single knowledge search tool for AI agents to access product documentation, code, and tickets, reducing dead ends and improving agent planning.
In 7 days, one person built a node-based enterprise knowledge management system connecting employees, AI agents, SOPs, and tools using Claude Code. Permissions are directly embedded, AI automatically recognizes access rights, showcasing the possibilities of next-generation enterprise software.
Reachy Mini's conversation app can now use tools hosted in Hugging Face Spaces via MCP, allowing users to add abilities like weather checking or web search with a single command.
A step-by-step guide on using MCP servers with local LLMs like Qwen3.6 and Gemma 4 via Unsloth and llama.cpp, enabling private automated workflows with tools, files, and APIs.
Atomic-Agent is a desktop operation Agent designed for llama.cpp local inference models, optimizing the runtime architecture to enable small local models to reliably execute multi-step desktop tasks.
The article discusses the governance challenges that arise when AI agents interact with real company data and tools, highlighting the need for policy enforcement and audit trails, and mentions Trust3 AI as a potential solution.
Hyperframe significantly reduces the production cost of launch videos, integrates Heygen's skills, and is easy to use—just add the skill via npx command.
This paper introduces Adaptive Tool Trust Calibration (ATTC), a framework that improves tool-integrated reasoning models by enabling them to adaptively decide when to trust or ignore tool results based on code confidence scores. The approach addresses the "Tool Ignored" problem where models incorrectly dismiss correct tool outputs, achieving 4.1-7.5% performance improvements across multiple models and datasets.
OpenAI's Codex has been significantly expanded with new capabilities including macOS app integration, multi-tool connectivity, image generation, action memory, and persistent task automation.
OpenAI introduces WebMCP support for Codex, a protocol enabling websites to expose tools directly to AI agents for autonomous interaction, as demonstrated through a collaborative 3D modeling studio.
Zapier engineer Ryan Fitzgerald demonstrates how Codex integrates Slack, Google Docs, Coda, and other tool contexts into Jira ticket generation, reducing weeks of research to just hours and significantly boosting engineering efficiency.