feat: add MCP documentation page and modernize server

.claude/commands/bug.md

@@ -83,6 +83,9 @@ Execute every command to validate the bug is fixed with zero regressions.
 - `uv run pytest tests/unit` - Run unit tests
 - `uv run pytest tests/integration` - Run integration tests (if applicable)
 
+## Final Check
+- Use `mcp__plugin_serena_serena__think_about_whether_you_are_done` to verify all tasks are complete.
+
 ## Notes
 <optionally list any additional notes or context that are relevant to the bug that will be helpful to the developer>
 ```

.claude/commands/chore.md

@@ -67,6 +67,9 @@ Execute every command to validate the chore is complete with zero regressions.
 - `uv run pytest tests/unit` - Run unit tests
 - `uv run pytest tests/integration` - Run integration tests (if applicable)
 
+## Final Check
+- Use `mcp__plugin_serena_serena__think_about_whether_you_are_done` to verify all tasks are complete.
+
 ## Notes
 <optionally list any additional notes or context that are relevant to the chore that will be helpful to the developer>
 ```

.claude/commands/feature.md

@@ -104,6 +104,9 @@ Execute every command to validate the feature works correctly with zero regressi
 - `uv run pytest tests/unit` - Run unit tests
 - `uv run pytest tests/integration` - Run integration tests (if applicable)
 
+## Final Check
+- Use `mcp__plugin_serena_serena__think_about_whether_you_are_done` to verify all tasks are complete.
+
 ## Notes
 <optionally list any additional notes, future considerations, or context that are relevant to the feature that will be helpful to the developer>
 ```

.claude/commands/implement.md

@@ -9,4 +9,7 @@ $ARGUMENTS
 
 ## Report
 - Summarize the work you've just done in a concise bullet point list.
-- Report the files and total lines changed with `git diff --stat`
+- Report the files and total lines changed with `git diff --stat`
+
+## Final Check
+- Use `mcp__plugin_serena_serena__think_about_whether_you_are_done` to verify all tasks are complete.

api/main.py

@@ -43,11 +43,8 @@
 logger = logging.getLogger(__name__)
 
 
-# Create MCP HTTP apps (needed for lifespan integration)
-# Streamable HTTP (modern, recommended) - used by newer clients
+# Create MCP HTTP app (needed for lifespan integration)
 mcp_http_app = mcp_server.http_app(path="/")
-# SSE transport (legacy, wider compatibility) - used by mcp-remote, older clients
-mcp_sse_app = mcp_server.http_app(path="/", transport="sse")
 
 
 @asynccontextmanager
@@ -63,11 +60,10 @@ async def lifespan(app: FastAPI):
         except Exception as e:
             logger.error(f"Failed to initialize database: {e}")
 
-    # Initialize MCP server lifespans (required for session management)
+    # Initialize MCP server lifespan
     async with mcp_http_app.lifespan(app):
-        async with mcp_sse_app.lifespan(app):
-            logger.info("MCP server initialized (HTTP + SSE)")
-            yield
+        logger.info("MCP server initialized")
+        yield
 
     # Cleanup database connection
     logger.info("Shutting down pyplots API...")
@@ -136,10 +132,8 @@ async def add_cache_headers(request: Request, call_next):
     return response
 
 
-# Mount MCP servers for AI assistant integration
-# Note: Apps are created earlier with lifespan integration
-app.mount("/mcp", mcp_http_app)  # Streamable HTTP at /mcp
-app.mount("/sse", mcp_sse_app)  # SSE transport at /sse
+# Mount MCP server for AI assistant integration
+app.mount("/mcp", mcp_http_app)
 
 # Register routers
 app.include_router(health_router)

api/mcp/server.py

@@ -64,6 +64,10 @@ async def get_mcp_db_session() -> AsyncSession:
     return _mcp_session_factory()
 
 
+# Enable stateless HTTP mode via environment variable (recommended approach)
+# This allows horizontal scaling without session affinity
+os.environ.setdefault("FASTMCP_STATELESS_HTTP", "true")
+
 # Initialize FastMCP server
 mcp_server = FastMCP("pyplots")
 

app/eslint.config.js

@@ -0,0 +1,88 @@
+import js from '@eslint/js';
+import tseslint from '@typescript-eslint/eslint-plugin';
+import tsparser from '@typescript-eslint/parser';
+import reactHooks from 'eslint-plugin-react-hooks';
+import reactRefresh from 'eslint-plugin-react-refresh';
+
+export default [
+  js.configs.recommended,
+  {
+    files: ['src/**/*.{ts,tsx}'],
+    languageOptions: {
+      parser: tsparser,
+      parserOptions: {
+        ecmaVersion: 'latest',
+        sourceType: 'module',
+        ecmaFeatures: {
+          jsx: true,
+        },
+      },
+      globals: {
+        // Browser globals
+        window: 'readonly',
+        document: 'readonly',
+        navigator: 'readonly',
+        console: 'readonly',
+        setTimeout: 'readonly',
+        clearTimeout: 'readonly',
+        setInterval: 'readonly',
+        clearInterval: 'readonly',
+        fetch: 'readonly',
+        URL: 'readonly',
+        URLSearchParams: 'readonly',
+        localStorage: 'readonly',
+        history: 'readonly',
+        location: 'readonly',
+        requestAnimationFrame: 'readonly',
+        cancelAnimationFrame: 'readonly',
+        // DOM types
+        HTMLElement: 'readonly',
+        HTMLDivElement: 'readonly',
+        HTMLInputElement: 'readonly',
+        HTMLButtonElement: 'readonly',
+        HTMLAnchorElement: 'readonly',
+        HTMLImageElement: 'readonly',
+        HTMLIFrameElement: 'readonly',
+        Element: 'readonly',
+        Node: 'readonly',
+        NodeList: 'readonly',
+        // Events
+        MouseEvent: 'readonly',
+        KeyboardEvent: 'readonly',
+        TouchEvent: 'readonly',
+        ClipboardEvent: 'readonly',
+        Event: 'readonly',
+        MessageEvent: 'readonly',
+        // APIs
+        AbortController: 'readonly',
+        RequestInit: 'readonly',
+        Response: 'readonly',
+        ResizeObserver: 'readonly',
+        IntersectionObserver: 'readonly',
+        MutationObserver: 'readonly',
+        Blob: 'readonly',
+        File: 'readonly',
+        FileReader: 'readonly',
+        // React (for JSX runtime)
+        React: 'readonly',
+      },
+    },
+    plugins: {
+      '@typescript-eslint': tseslint,
+      'react-hooks': reactHooks,
+      'react-refresh': reactRefresh,
+    },
+    rules: {
+      ...tseslint.configs.recommended.rules,
+      ...reactHooks.configs.recommended.rules,
+      'react-refresh/only-export-components': ['warn', { allowConstantExport: true }],
+      '@typescript-eslint/no-unused-vars': ['error', { argsIgnorePattern: '^_' }],
+      'no-unused-vars': 'off',
+      // Allow ref updates during render (common pattern for keeping refs in sync)
+      'react-hooks/refs': 'off',
+    },
+  },
+  {
+    ignores: ['dist/**', 'node_modules/**', '*.config.js'],
+  },
+];

app/package.json

@@ -8,7 +8,7 @@
     "dev": "vite",
     "build": "tsc && vite build",
     "preview": "vite preview",
-    "lint": "eslint src --ext ts,tsx",
+    "lint": "eslint src",
     "type-check": "tsc --noEmit",
     "test": "vitest run",
     "test:watch": "vitest"
@@ -30,11 +30,17 @@
     "react-syntax-highlighter": "^16.1.0"
   },
   "devDependencies": {
+    "@eslint/js": "^9.39.2",
     "@types/react": "^19.2.8",
     "@types/react-dom": "^19.1.7",
     "@types/react-syntax-highlighter": "^15.5.13",
+    "@typescript-eslint/eslint-plugin": "^8.54.0",
+    "@typescript-eslint/parser": "^8.54.0",
     "@vitejs/plugin-react-swc": "^4.0.0",
     "@vitest/coverage-v8": "^4.0.17",
+    "eslint": "^9.39.2",
+    "eslint-plugin-react-hooks": "^7.0.1",
+    "eslint-plugin-react-refresh": "^0.4.26",
     "typescript": "^5.9.2",
     "vite": "^7.3.1",
     "vitest": "^4.0.17"

app/src/components/FilterBar.tsx

@@ -116,7 +116,7 @@ export function FilterBar({
     setIsSearchManuallyExpanded(true);
     setDropdownAnchor(searchContainerRef.current);
     setTimeout(() => inputRef.current?.focus(), 0);
-  }, []);
+  }, [inputRef]);
 
   // Collapse when empty and loses focus (only if there are filters)
   const handleSearchBlur = useCallback(() => {
@@ -133,15 +133,17 @@ export function FilterBar({
     setDropdownAnchor(null);
     setSelectedCategory(null);
     setSearchQuery('');
+    setHighlightedIndex(-1);
     setIsSearchManuallyExpanded(false);
   }, []);
 
   // Select category from dropdown
   const handleCategorySelect = useCallback((category: FilterCategory) => {
     setSelectedCategory(category);
     setSearchQuery('');
+    setHighlightedIndex(-1);
     setTimeout(() => inputRef.current?.focus(), 50);
-  }, []);
+  }, [inputRef]);
 
   // Select value (add new filter group)
   const handleValueSelect = useCallback(
@@ -153,14 +155,15 @@ export function FilterBar({
       }
       setSelectedCategory(null);
       setSearchQuery('');
+      setHighlightedIndex(-1);
       // Keep expanded and focused for next filter
       setIsSearchManuallyExpanded(true);
       setTimeout(() => {
         setDropdownAnchor(searchContainerRef.current);
         inputRef.current?.focus();
       }, 50);
     },
-    [onAddFilter, onTrackEvent, searchQuery]
+    [onAddFilter, onTrackEvent, searchQuery, inputRef]
   );
 
   // Chip click - open chip menu
@@ -265,11 +268,6 @@ export function FilterBar({
 
   const dropdownItems = getDropdownItems();
 
-  // Reset highlight when dropdown content changes
-  useEffect(() => {
-    setHighlightedIndex(-1);
-  }, [searchQuery, selectedCategory, dropdownAnchor]);
-
   // Handle keyboard navigation
   const handleKeyDown = useCallback(
     (event: React.KeyboardEvent) => {
@@ -295,7 +293,7 @@ export function FilterBar({
         inputRef.current?.blur();
       }
     },
-    [dropdownItems, highlightedIndex, handleCategorySelect, handleValueSelect, handleDropdownClose]
+    [dropdownItems, highlightedIndex, handleCategorySelect, handleValueSelect, handleDropdownClose, inputRef]
   );
 
   // Get active group for chip menu
@@ -471,6 +469,7 @@ export function FilterBar({
             value={searchQuery}
             onChange={(e) => {
               setSearchQuery(e.target.value);
+              setHighlightedIndex(-1);
               if (!dropdownAnchor) {
                 setDropdownAnchor(searchContainerRef.current);
               }
@@ -480,6 +479,7 @@ export function FilterBar({
                 setIsSearchManuallyExpanded(true);
               }
               setDropdownAnchor(searchContainerRef.current);
+              setHighlightedIndex(-1);
             }}
             onBlur={handleSearchBlur}
             onKeyDown={handleKeyDown}

app/src/components/Footer.tsx

@@ -24,45 +24,58 @@ export function Footer({ onTrackEvent, selectedSpec, selectedLibrary }: FooterPr
         }}
       >
         <Link
-          href="https://www.linkedin.com/in/markus-neusinger/"
+          href={GITHUB_URL}
           target="_blank"
           rel="noopener noreferrer"
-          onClick={() => onTrackEvent?.('external_link', { destination: 'linkedin', spec: selectedSpec, library: selectedLibrary })}
+          onClick={() => onTrackEvent?.('external_link', { destination: 'github', spec: selectedSpec, library: selectedLibrary })}
           sx={{
             color: '#9ca3af',
             textDecoration: 'none',
             '&:hover': { color: '#6b7280' },
           }}
         >
-          markus neusinger
+          github
         </Link>
         <span>·</span>
         <Link
-          href={GITHUB_URL}
+          href="https://plausible.io/pyplots.ai"
           target="_blank"
           rel="noopener noreferrer"
-          onClick={() => onTrackEvent?.('external_link', { destination: 'github', spec: selectedSpec, library: selectedLibrary })}
+          onClick={() => onTrackEvent?.('external_link', { destination: 'stats', spec: selectedSpec, library: selectedLibrary })}
           sx={{
             color: '#9ca3af',
             textDecoration: 'none',
             '&:hover': { color: '#6b7280' },
           }}
         >
-          github
+          stats
         </Link>
         <span>·</span>
         <Link
-          href="https://plausible.io/pyplots.ai"
+          href="https://www.linkedin.com/in/markus-neusinger/"
           target="_blank"
           rel="noopener noreferrer"
-          onClick={() => onTrackEvent?.('external_link', { destination: 'stats', spec: selectedSpec, library: selectedLibrary })}
+          onClick={() => onTrackEvent?.('external_link', { destination: 'linkedin', spec: selectedSpec, library: selectedLibrary })}
           sx={{
             color: '#9ca3af',
             textDecoration: 'none',
             '&:hover': { color: '#6b7280' },
           }}
         >
-          stats
+          markus neusinger
+        </Link>
+        <span>·</span>
+        <Link
+          component={RouterLink}
+          to="/mcp"
+          onClick={() => onTrackEvent?.('internal_link', { destination: 'mcp', spec: selectedSpec, library: selectedLibrary })}
+          sx={{
+            color: '#9ca3af',
+            textDecoration: 'none',
+            '&:hover': { color: '#6b7280' },
+          }}
+        >
+          mcp
         </Link>
         <span>·</span>
         <Link