Stacktree has introduced an MCP server that gives AI coding agents a "publish" command for HTML files, generating private, unguessable URLs instead of requiring full deployment. The tool, available vi…
A new Universal Memory Protocol (UMP) standardizes how artificial intelligence agents store and share memories across sessions, platforms, and vendors, filling a gap left by existing protocols for too…
Anthropic's Model Context Protocol (MCP), an open standard launched in November 2024, now powers over 83,900 community-built servers on GitHub that let AI models directly execute tasks across tools li…
A developer released Sub-Agent MCP, a production-ready Python MCP server that enables parent LLMs to delegate tasks to specialized sub-agents defined in YAML configuration files. The server registers …
A developer has created a meta-tool pattern that reduces token consumption by approximately 99% in large MCP deployments by replacing hundreds of tool schemas with two compact meta-tools: `discover_to…
A developer created Tinderbox, a local search system for Claude.ai conversation archives that allows any Claude session to query past conversations via two MCP tools. The system ingests exported conve…
A new file format called `skill.md` provides agents with concise, actionable instructions for using a product's documentation, telling them where to start and what to avoid. Unlike `llms.txt`, which s…
A new open-source tool called Apple Contacts MCP enables local AI agents to search, edit, and maintain Apple Contacts on macOS through a local-first MCP server. The server uses AppleScript automation …
Dropbox has unveiled Nova, an internal platform engineered to orchestrate and scale AI coding agents for tasks like code generation, bug fixing, and refactoring across its large codebase. OpenAI detai…
A developer built gvnr, an open-source MCP server that provides per-agent spend caps and a human approval gate for AI agents. The tool hard-stops agent calls when budgets are exhausted and sends mobil…
Strava launched an official MCP connector on June 1, 2026, giving subscribers read-only access to their activity data through Claude, while Tredict's MCP server, available since February 2026, offers …
Stigmergy, a new open-source tool, provides agent loops with a memory of successful capability paths to eliminate redundant tool rediscovery on every run. The system, inspired by ant pheromone trails,…
A developer built a fleet system to run swarms of 10-15 coding agents concurrently and documented lessons learned from scaling the system. Key findings include that CLAUDE.md files waste tokens by loa…
BoxAgnts has released a runtime architecture that separates the Model Context Protocol (MCP) layer from a dedicated execution runtime, arguing that protocol standardization alone is insufficient for s…
The open source agentgateway project has joined the Agentic AI Foundation (AAIF) under the Linux Foundation as its fourth hosted project, providing a unified gateway control plane and proxy data plane…
A developer argues that the hardest part of adopting the Model Context Protocol (MCP) is not building the servers, but managing the operational and security model once multiple servers are in use. The…
A developer's test of two to-do list MCP servers with identical functionality found that one consumed nearly five times more input tokens due to poor tool design. The inefficient server returned incom…
A developer has published a guide for building a Model Context Protocol (MCP) server from scratch using the bare JSON-RPC 2.0 protocol, bypassing common frameworks to give engineers full control over …
A developer has outlined a portable AI coding setup designed to work across any tool, including Claude Code, OpenAI's Codex, Cursor, and Windsurf, by relying on open standards rather than vendor-speci…
Nexus, a new open-source tool, allows users to query sensitive spreadsheets with AI agents while keeping all data stored locally on their machine. The tool converts CSV, XLSX, SQLite, and Google Sheet…