docs: update ai-integration page#1848
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WalkthroughRemoved a PR template checklist item and replaced the generic AI/LLM documentation with an expanded Flowbite‑Svelte MCP Server guide that adds setup, usage, Claude Desktop/stdio integration, machine‑readable formats (llms.txt, context-full.txt), example routes, and MCP client configuration instructions. Changes
Sequence Diagram(s)sequenceDiagram
participant Claude as Claude Desktop (MCP client)
participant MCP as Flowbite‑Svelte MCP Server
participant FS as Docs / Markdown Files
participant LLM as Local LLM (via MCP client)
Note over Claude,MCP: Client launches MCP client configured for stdio
Claude->>MCP: spawn MCP client (stdio)
MCP->>FS: read machine-readable routes (llms.txt / context-full.txt / llm/.../buttons.md)
MCP->>Claude: stream responses / available tools via stdio
Claude->>LLM: query LLM with context supplied by MCP
LLM->>Claude: generate answer
Claude->>MCP: send action / request (e.g., open route, fetch component)
MCP->>FS: fetch requested content
MCP->>Claude: return Markdown / JSON response
Note over MCP,FS: MCP server may be run standalone or built into Flowbite‑Svelte dev server
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~25 minutes
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✅ Passed checks (2 passed)
✨ Finishing touches🧪 Generate unit tests (beta)
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⚠️ Outside diff range comments (1)
src/routes/docs/pages/ai-integration.md (1)
126-126: Fix URL pattern to match documented markdown access format.Line 126 uses
/docs/components/buttons.mdbut contradicts the documented pattern from lines 114-119, which states to replacedocswithllm. The URL should be/llm/components/buttons.mdfor consistency and correctness.Apply this diff to fix the URL:
-const buttonDocs = await fetch("https://flowbite-svelte.com/docs/components/buttons.md").then((res) => res.text()); +const buttonDocs = await fetch("https://flowbite-svelte.com/llm/components/buttons.md").then((res) => res.text());
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📒 Files selected for processing (2)
.github/pull_request_template.md(0 hunks)src/routes/docs/pages/ai-integration.md(1 hunks)
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- .github/pull_request_template.md
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| Flowbite Svelte provides powerful, built-in support for AI and Large Language Model (LLM) integration through specialized routes that expose documentation in machine-readable formats. These features enable seamless integration with ChatGPT, Claude, and other AI assistants. | ||
| Flowbite-Svelte integrates with Large Language Models (LLMs) like Claude to provide AI-powered documentation, component discovery, and code snippets. This seamless integration leverages the tmcp server to offer interactive, natural language assistance for developers. |
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Clarify MCP server terminology.
Line 14 references "the tmcp server" which appears imprecise. Based on lines 16-18, this should reference the "Model Context Protocol (MCP) server" or "MCP server" for consistency and clarity.
🤖 Prompt for AI Agents
In src/routes/docs/pages/ai-integration.md around line 14, the text uses the
imprecise term "the tmcp server"; update it to read "the Model Context Protocol
(MCP) server" or "the MCP server" for consistency with lines 16–18, ensuring the
terminology matches the rest of the document and improves clarity for readers.
1 participant
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📑 Description
🔍 PR Type
🚦 PR Status
✅ Checklist
pnpm check && pnpm test:e2eand all tests passapi-checkdirectory if a component API changedmainbranch (not the published npm version)🧪 Screenshots / Demos (optional)
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