A developer connected Claude to a product catalog via the Model Context Protocol (MCP), creating an AI that can fetch real-time prices across stores in the US and Southeast Asia. The tool answered a q…
A developer's guide argues that AI coding assistants like Codex and Claude Code are most effective when used as agentic tools with Model Context Protocol (MCP) servers, rather than as chatboxes. The a…
Celmis, a self-hosted code intelligence tool, builds a deterministic symbol graph of repositories using tree-sitter, enabling cross-repository queries and code review without model involvement. The to…
Wagtail 8.0, released by the Wagtail project, introduces a new v3 API that exposes over 50 admin operations for automation, enabling AI agents and scripts to manage content without the admin UI. The A…
OpenMuster has launched a real-time observability layer for AI agents, providing developers with a live task stream that shows what agents started, finished, and when human input is needed. The tool i…
Arize Phoenix now ships a built-in Model Context Protocol (MCP) server that lets coding agents query traces with SQL, reducing average cost by about 17x in an eight-question benchmark. The server prov…
A senior engineer has encoded their engineering judgment into an LLM agent, creating a context-rich environment where the agent can pull tickets, write code, generate tests, and deploy to test environ…
Concord, an open-source, local-first communication layer for AI coding agents, lets Claude Code, Codex, Cursor, Gemini CLI, and Grok Build exchange live messages, claim files to avoid overlapping edit…
Derive, a new open-source platform launched on Hacker News, provides a durable URL for every version, comment, revision, and decision of AI-generated artifacts, allowing teams to review work and any c…
The AI industry's multi-agent systems remain tightly coupled to their harnesses, preventing agent reuse across systems, according to an analysis applying the Five Whys technique. The bottleneck is not…
Eugenia Ivanova, a developer at Publora, detailed the challenges of building an AI agent that posts to social media, emphasizing that the real risks emerge after an agent gains write access. She highl…
TaskShell, an agent-first productivity bridge built by product designer Alex, launched on Product Hunt, offering a free MCP platform that syncs todos and tasks across AI coding agents like Cursor, Cod…
A developer argues that vector search remains essential as the memory layer for AI agents, countering claims that LLMs have made it obsolete. The post, tied to the Agentic AI Foundation, explains how …
Salesforce has launched Claudeforce, a new integration that lets Claude AI agents act directly on Salesforce data and workflows via MCP, enabling sellers to update records and run multi-step processes…
A developer demonstrates how the Model Context Protocol (MCP) can automate database reporting, allowing users to generate SQL queries from plain-English questions and save them as reusable dashboards.…
A developer from QVeris has published a practical pattern for giving AI agents access to external APIs via the Model Context Protocol (MCP). The pattern, called 'discover → inspect → probe → call', ke…
Regulations.gov, a Model Context Protocol (MCP) server for accessing federal rulemaking dockets, documents, comments, and comment periods, released version 1.0.8 to the official MCP registry on 2026-0…
A developer detailed a method to offload trivial text tasks from Anthropic's Claude Code to a local Qwen3.5-4B model running on llama.cpp, using a custom skill that calls a Python script via Bash. The…
Nowledge Labs' Nowledge Mem provides a unified memory hub that lets AI agents and LLM chat tools across multiple devices share persistent context, with the hub storing memories, conversations, and a k…
MotherDuck released a new CLI that lets users and AI agents create organizations, run queries, publish pipelines, and deploy dashboards directly from a terminal, with a single command enabling setup w…