topic
MCP
5 posts tagged MCP.
LLM 0.32: Reasoning Traces, Server-Side Tools, and a Git-Style Log
Simon Willison's command-line LLM tool just got visible reasoning traces, OpenAI Responses API support, and a content-addressable log — a small release with real implications for anyone wiring LLMs into a production pipeline.
- vibecoding
- llm-tooling
- mcp
- ai-agents
- openai-responses-api
MCP Goes Stateless: What the 2026-07-28 Spec Means for Agent Builders
The most significant Model Context Protocol update since its 2024 launch drops session state entirely — and a fresh round of tooling shows what that unlocks for people building with agents.
- mcp
- ai-agents
- vibecoding
- dev-tooling
- llm-tooling
Wiring a Custom MCP Server Into Claude and ChatGPT: What It Actually Takes
Simon Willison mapped out the real steps for connecting a custom MCP server to Claude and ChatGPT's chat interfaces — and the gap between the two platforms says a lot about where agentic tooling stands today.
- mcp
- model-context-protocol
- claude
- chatgpt
- agentic-tooling
Alexa+'s Real Update Isn't the Vacuum — It's MCP
Amazon's Alexa+ preview now routes fuzzy instructions to the right appliance across brands like Bosch and iRobot — but the update that matters is Amazon adopting the Model Context Protocol underneath it.
- mcp
- agentic-ai
- smart-home
- alexa
- vibecoding
Robinhood's MCP Server Opens Retail Brokerage to AI Agents — Here's the Architecture
Robinhood became the first major retail broker to wire AI agents directly into live accounts via an official MCP server, launching Agentic Trading in beta on May 27, 2026.
- mcp
- agentic-ai
- algorithmic-trading
- fintech
- robinhood