Skip to content

docs(llms): align Agent Toolkit and MCP guides - #906

Merged
matoous merged 1 commit into
mainfrom
agent/update-ai-toolkit-docs
Aug 15, 2026
Merged

docs(llms): align Agent Toolkit and MCP guides#906
matoous merged 1 commit into
mainfrom
agent/update-ai-toolkit-docs

Conversation

@matoous

@matoous matoous commented Aug 15, 2026

Copy link
Copy Markdown
Collaborator

What changed

  • replace outdated LangChain, AI SDK, and OpenAI examples with the current framework APIs
  • document Node.js 22, tool approvals, redaction-safe observability hooks, and MCP catalog controls
  • distinguish hosted MCP OAuth from the local API-key CLI
  • correct stale repository links and remove the unsupported --api-key claim

Why

The public LLM guides had drifted from the toolkit implementation. Some examples used retired APIs, the hosted MCP endpoint was documented as accepting a SumUp API key as a Bearer token, and current toolkit behavior was not covered.

This update aligns the public documentation with the released Agent Toolkit and current MCP CLI behavior while intentionally excluding the unmerged HTTP auth-boundary changes.

Validation

  • npm run lint:markdown
  • targeted Prettier check
  • npm run check
  • npm run build
  • npm run linkcheck

The public LLM guides still used retired framework APIs and described hosted MCP authentication as API-key bearer authentication, while the upcoming toolkit release adds approval, observability, and catalog controls.\n\nReplace the examples with current integrations, document the new toolkit behavior, and clearly separate hosted OAuth from local API-key CLI usage.
@matoous matoous self-assigned this Aug 15, 2026
@cloudflare-workers-and-pages

Copy link
Copy Markdown

Deploying with  Cloudflare Workers  Cloudflare Workers

The latest updates on your project. Learn more about integrating Git with Workers.

Status Name Latest Commit Preview URL Updated (UTC)
✅ Deployment successful!
View logs
developer-sumup-com f0d0a75 Commit Preview URL

Branch Preview URL
Aug 15 2026, 09:33 AM

@matoous
matoous marked this pull request as ready for review August 15, 2026 09:35
@matoous
matoous merged commit 19675e0 into main Aug 15, 2026
4 checks passed
@matoous
matoous deleted the agent/update-ai-toolkit-docs branch August 15, 2026 09:37
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant