645 create docsite for ask ai into ide

docs/showcase/mcp/ask-ai-to-ide.md

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+---
+title: Integrate BNBChain Ask AI into your IDE
+---
+
+# Quick‑Start Tutorial
+
+Follow these steps to wire any IDE that supports the **Model Context Protocol (MCP)** to BNB Chain’s Ask AI knowledge base **and start querying documentation right away**.
+
+> **Time required:** ≈ 2 minutes
+> **Prerequisites:**
+> • IDE with an MCP client (e.g. VS Code MCP extension, Cursor ≥ 0.23.0, JetBrains plugin)
+
+---
+
+## 1 Add the Ask AI MCP server
+
+1. Open your IDE’s **Settings / Preferences** and find the **MCP** section.
+2. Choose **Add MCP server** (wording may vary).
+3. Paste the JSON block below and save.
+
+```jsonc
+{
+  "mcpServers": {
+    "bnbchain-askai-mcp": {
+      "url": "https://mcp.inkeep.com/bnbchainorg/mcp",
+      "id": "cm9qsf01p00bss6016ry68oil"
+    }
+  }
+}
+```
+
+4. Reload the IDE window if the MCP client does not restart automatically.
+
+A **Connected** status should now appear next to *bnbchain‑askai‑mcp*.
+
+---
+
+## 2 What the MCP can do
+
+The Ask AI MCP lets you **query** BNB Chain’s public documentation corpus in natural language and receive the most relevant passages, with source links, inside your editor.
+It is *read‑only* – no blockchain transactions are executed.
+
+---
+
+## 3 Run queries inside your IDE
+
+Below are three common ways to interact with the Ask AI MCP once it is connected.
+
+### 3.1 Chat Panels (Copilot, Cursor Chat, etc.)
+
+1. Open your IDE’s AI/Chat pane (Copilot Chat, Cursor side‑chat, JetBrains AI Assistant…).
+2. Locate the **agent / provider selector** at the top of the chat window.
+3. Choose **bnbchain‑askai‑mcp**.
+4. Ask questions in plain English – e.g. *“Summarise BEP‑20.”*
+
+> **Want a detailed step-by-step walkthrough for VS Code?** Check out the companion guide: [Ask AI in VS Code](ask-ai-vs-code-guide.md) – complete with annotated screenshots.
+
+### 3.2 Command Palette / Command Menu
+
+| IDE           | How to open                                                 | Steps                                                                          |
+| ------------- | ----------------------------------------------------------- | ------------------------------------------------------------------------------ |
+| **VS Code**   | <kbd>Ctrl/Cmd + Shift + P</kbd>                             | Type **“MCP: Run Query”** → pick **bnbchain‑askai‑mcp** → enter your question. |
+| **Cursor**    | <kbd>Cmd + K</kbd> (mac) or <kbd>Ctrl + K</kbd> (win/linux) | Select **Ask MCP…** → choose **bnbchain‑askai‑mcp** → ask away.                |
+| **JetBrains** | <kbd>Shift + Shift</kbd> then “MCP Query”                   | Pick **bnbchain‑askai‑mcp** and type a question.                               |
+
+### 3.3 Terminal / cURL (optional)
+
+For quick tests outside the IDE you can hit the endpoint directly:
+
+```bash
+curl -s -X POST \
+  -H "Content-Type: application/json" \
+  -d '{"query":"What is BEP‑20?"}' \
+  https://mcp.inkeep.com/bnbchainorg/mcp
+```
+
+You’ll receive a JSON response containing an `answer` field and `sources` array.
+
+---
+
+## 4 Example queries
+
+```text
+What is the gas limit on BSC blocks?
+
+Summarise BEP‑336 in two sentences.
+
+List all fee tiers supported by opBNB.
+
+Explain the purpose of Greenfield buckets.
+```
+
+---
+
+## 5 Troubleshooting
+
+| Symptom                    | Fix                                                              |
+| -------------------------- | ---------------------------------------------------------------- |
+| **400/401 response codes** | Verify the JSON snippet (no trailing commas).                    |
+| **Long latency (> 10 s)**  | Disable any *Throttle Streaming* or similar setting in your IDE. |
+| **No answer returned**     | Make sure you chose **bnbchain‑askai‑mcp** and asked a question. |
+
+Need more help? Ping us in **#ai‑tooling** on the BNB Chain Discord.
+
+Open an issue in the [docs repo](https://github.com/bnb-chain/docs-site/issues) if your favourite editor is missing.

docs/showcase/mcp/ask-ai-vs-code-guide.md

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+---
+title: Ask AI in Visual Studio Code
+---
+
+Step‑by‑step walkthrough to query BNB Chain documentation from within VS Code using the Model Context Protocol (MCP).
+
+## 1 Install the MCP Client extension
+
+1. Open the **Extensions** view.
+2. Search for **“MCP Client”** and hit **Install**.
+
+![VS Code Extensions view with MCP Client selected](/docs/showcase/img/1-open-settings-json.png)
+
+The extension adds MCP support to VS Code, letting you connect to external knowledge bases such as **BNB Chain Ask AI**.
+
+---
+
+## 2 Add the Ask AI server
+
+1. Open **Settings** → **Preferences** → **Settings (JSON)**.
+   *Tip ▶* press <kbd>Ctrl/⌘ +,</kbd> then click the **`{}`** icon in the upper‑right corner.
+2. Inside the JSON, locate (or create) the **`"mcpServers"`** section and paste the snippet below as a sibling property.
+
+```jsonc
+"mcpServers": {
+  "bnbchain-askai-mcp": {
+    "url": "https://mcp.inkeep.com/bnbchainorg/mcp",
+    "id": "cm9qsf01p00bss6016ry68oil"
+  }
+}
+```
+
+![Settings JSON with the Ask AI block added](/docs/showcase/img/2-add-mcp-config.png)
+
+3. Save the file. The MCP client should automatically reload; if not, restart the VS Code window.
+
+---
+
+## 3 Start the MCP server
+
+Hover the new server block and click **▶ Start**.
+
+![Start badge before connection](/docs/showcase/img/3-start-mcp.png)
+
+When the badge flips to **✓ Running**, VS Code is now connected to **BNB Chain Ask AI**.
+
+![Server block indicating ✓ Running](/docs/showcase/img/4-started-mcp.png)
+
+---
+
+## 4 Open the Chat panel
+
+From the menu bar choose **View → Chat** or press <kbd>Ctrl + Alt + I</kbd>. A chat window docks to the side of the editor.
+
+![Opening the Chat view from the View menu](/docs/showcase/img/5-launch-chat.png)
+
+---
+
+## 5 Pick the **bnbchain‑askai‑mcp** agent
+
+At the bottom of the chat input you’ll find two dropdowns:
+
+* **Mode** (Ask / Edit / Agent)
+* **Provider** (list of LLMs & MCP servers)
+
+Set **Mode** to **Agent**, then pick **bnbchain‑askai‑mcp** from the Provider list.
+
+![Dropdown showing Agent selected and bnbchain-askai-mcp highlighted](/docs/showcase/img/6-select-agent.png)
+
+---
+
+## 6 Ask your first question
+
+1. Type a natural‑language query such as:
+
+   ```text
+   What is BNB Greenfield?
+   ```
+
+   ![Chat input with sample question typed](/docs/showcase/img/7-query-chat.png)
+
+2. Press <kbd>Enter</kbd>. VS Code presents a confirmation card recommending the **bnbchain‑askai‑mcp** tool.
+
+   ![Confirmation card asking to continue with the recommended MCP](/docs/showcase/img/8-prompt-for-mcp.png)
+
+3. Click **Continue** (or just press <kbd>Enter</kbd> again). Ask AI streams back a concise answer plus source links you can click to jump to the original docs.
+
+   ![Answer streamed in the chat panel](/docs/showcase/img/9-mcp-response.png)
+
+---
+
+## 7 Bonus: Command Palette quick‑queries
+
+Prefer keyboard? Hit <kbd>Ctrl/⌘ + Shift + P</kbd>, run **“MCP: Run Query”**, choose **bnbchain‑askai‑mcp**, and enter your question.
+
+This opens a transient results panel without leaving your current editor tab.
+
+---
+
+### Need help?
+
+* Reach out on the BNB Chain Discord.
+* File an issue in the [docs repo](https://github.com/bnb-chain/bnb-chain.github.io/issues).
+
+Happy building! 🎉

mkdocs.yml

@@ -275,6 +275,8 @@ nav:
           - Roadmap: ./bnb-greenfield/roadmap/roadmap.md
           - Feature Lists: ./bnb-greenfield/roadmap/features.md
   - Showcases:
+     - AI: ./showcase/mcp/index.md
+       - Integrating AskAI: ./showcase/mcp/ask-ai-to-ide.md
      - Name Service and Attestation:
        - Decentralized Identity: ./showcase/identity/did.md
        - Decentralized Name Service: