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the work.

CONCEPT / DISCOVERY ASSOCIATIONS

10 records tagged mcp. These are discovery associations from editorial tags or film metadata, not evidence that the records agree.

EDITORIAL DRAFT / OBSERVATION · ONGOING · V0.1

THE WORK. MCP-CLI brings tool-connected interactions into a command-line interface. The project’s repository is the source for current installation instructions and supported providers, transports and commands.

AUTOMATIC CAPTIONS / 0:00

So over the last year, model context protocol or MCP has gone crazy. There are basically MCP interfaces for everything. Whether it's Slack, Canva, Brave, Outlook, you name it, there is an MCP interface for that. And the reason it's gone crazy is that we finally had a standardized way of calling tools. But a problem with MCP is basically MCP interfaces return text. So you connect with your host, i.e. chat GPT VS Code uh

AUTOMATIC CAPTIONS / 0:27

Claude um you call the tool, you get your result back, but it renders it in line as part of the conversation as text. What it didn't have until now is a standardized way of presenting UI interfaces. And that's where MCP apps comes in. It was launched about a month ago and it's the first official extension to model context protocol. And probably the bit that surprised everyone is it was co-authored by both Anthropic and OpenAI building upon the MCP UI

PUBLISHED RECORD · SUPPORTED · V1.0

RECOGNITION-2 / GIVE THE CHOICE ROOM TO MOVE. Twelve new subjects solved six one-dimensional perfectly elastic collision scenarios, each appearing once per arm. Four providers could plausibly help: A OpenStax, B LLM Wilds / Physics, C PhET Collision Lab and D myPhysicsLab. B’s title, URL, rank, page, contract and hosted chuk-mcp-physics operation stayed fixed. Only B’s supplied description changed: DOCUMENT, “Notes on one-dimensional elastic collisions.” CAPABILITY, “Run a one-dimensional elastic-collision calculation.” These are controlled summaries, not live search results.

EDITORIAL DRAFT / STATEMENT · ONGOING · V0.1

Machines using machines.

EDITORIAL DRAFT / OBSERVATION · V0.1

THE CONVERSATION. Tim Hwang, Chris Hay, Kaoutar El Maghraoui and Vyoma Gajjar discuss Manus and agentic work, vibe coding, scaling laws and Perplexity’s AI phone. An IBM Mixture of Experts episode.

EDITORIAL DRAFT / OBSERVATION · V0.1

CREDITS. Produced and published by IBM. Chris Hay appears as a participant. This is Chris Hay’s editorial record of the appearance; the original production and its rights remain with their respective owners.

TITLE MATCH / TRANSCRIPT NOT INDEXED · V1.0

MCP Client OAuth Is Simpler Than You Think

TITLE MATCH / TRANSCRIPT NOT INDEXED · V1.0

Create a super fast MCP server, deploy and connect to openai agent builder in 15 MINS

TITLE MATCH / TRANSCRIPT NOT INDEXED · V1.0

Qwen3 + MCP

TITLE MATCH / TRANSCRIPT NOT INDEXED · V1.0

MCP makes Telnet RELEVANT for AI Agents

TITLE MATCH / TRANSCRIPT NOT INDEXED · V1.0

Anthropic MCP with Ollama, No Claude? Watch This!

TITLE MATCH / TRANSCRIPT NOT INDEXED · V1.0

Anthropic's Model Context Protocol (MCP) is a GAME CHANGER for AI

THE PRACTICE / AUTHOR DESCRIPTION

Chris Hay. A house for ideas, systems and objects. Building things to find out how they work. Ideas: Questions, research and the notebook. A place for thinking before the answer. Systems: Models, software, design languages and infrastructure. Giving an idea a structure that can be explored. Objects: Things made, used, worn and kept. Software, interfaces, films and publications give ideas a form; a personal collection records the objects around the work. Chris Hay explores how intelligent systems are represented, executed, understood and experienced. Research, Engineering, Design, Film form one practice. LARQL: Querying and running learned systems. An investigation into what becomes possible when a model can be addressed. VINDEX3: Exploring how a model is represented, and how that representation relates to its execution. HAUSE: A language for how intelligent systems express themselves: claims, evidence, questions, comparisons and refusals. MCP-CLI / CHUK: Tools for connecting agents, models and the systems they use. Research: Experiments, evidence and open questions. A map of the programmes and their recorded findings. Notebook: Experiments, working notes and essays from the work. Follow a thread or explore the archive. Film: Another medium for thinking. Experiments, explanations and conversations in public. The record is the catalogue of the practice: stable identities, authorship, dates, source credits and citations. Publish the uncertainty as well as the result. IBM Mixture of Experts is an external production in which Chris is a regular panelist; IBM remains its producer.

TITLE MATCH / TRANSCRIPT NOT INDEXED · V1.0

Distributed Session Management in Python with Redis & Chuk-Sessions

TITLE & DESCRIPTION · V1.0

Chris Hay appears as a panelist in IBM’s Mixture of Experts episode “Quantum leap, Model Context Protocol, CoreWeave IPO and an AI voice companion”.