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The following commit(s) were added to refs/heads/master by this push:
     new 09a94fa26b4 feat(mcp): return browser-friendly hello page for GET /mcp 
from browsers (#40309)
09a94fa26b4 is described below

commit 09a94fa26b4c0aa1bc97629031de3cd9077caf23
Author: Amin Ghadersohi <[email protected]>
AuthorDate: Tue May 26 18:52:37 2026 -0700

    feat(mcp): return browser-friendly hello page for GET /mcp from browsers 
(#40309)
    
    Co-authored-by: Claude Sonnet 4.6 <[email protected]>
---
 MANIFEST.in                                        |   1 +
 superset/mcp_service/hello.html                    | 115 +++++++++++++++++++
 superset/mcp_service/jwt_verifier.py               |  78 +++++++++++--
 superset/mcp_service/mcp_config.py                 |   6 +-
 tests/unit_tests/mcp_service/test_jwt_verifier.py  |   6 +-
 .../mcp_service/test_jwt_verifier_browser_hello.py | 126 +++++++++++++++++++++
 6 files changed, 315 insertions(+), 17 deletions(-)

diff --git a/MANIFEST.in b/MANIFEST.in
index 4d7a98b2a7a..970a1581b12 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -21,6 +21,7 @@ include README.md
 include superset-frontend/package.json
 recursive-include superset/examples *
 recursive-include superset/migrations *
+recursive-include superset/mcp_service *.html
 recursive-include superset/templates *
 recursive-include superset/translations *
 recursive-include superset/static *
diff --git a/superset/mcp_service/hello.html b/superset/mcp_service/hello.html
new file mode 100644
index 00000000000..6bf5d953c74
--- /dev/null
+++ b/superset/mcp_service/hello.html
@@ -0,0 +1,115 @@
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Superset MCP Server</title>
+  <style>
+    *, *::before, *::after { box-sizing: border-box; }
+    body {
+      font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, 
sans-serif;
+      background: #f5f5f5;
+      color: #1a1a1a;
+      margin: 0;
+      padding: 40px 16px;
+      line-height: 1.6;
+    }
+    .card {
+      max-width: 640px;
+      margin: 0 auto;
+      background: #ffffff;
+      border-radius: 8px;
+      box-shadow: 0 1px 4px rgba(0,0,0,.12);
+      padding: 40px 40px 32px;
+    }
+    h1 { font-size: 1.4rem; margin: 0 0 8px; }
+    .badge {
+      display: inline-block;
+      background: #e8f4fd;
+      color: #0070c0;
+      font-size: .75rem;
+      font-weight: 600;
+      padding: 2px 8px;
+      border-radius: 4px;
+      margin-bottom: 20px;
+      letter-spacing: .04em;
+      text-transform: uppercase;
+    }
+    p { margin: 0 0 20px; color: #444; }
+    h2 { font-size: 1rem; margin: 24px 0 8px; color: #1a1a1a; }
+    pre {
+      background: #f0f0f0;
+      border-radius: 6px;
+      padding: 16px;
+      font-size: .85rem;
+      overflow-x: auto;
+      margin: 0 0 24px;
+    }
+    code {
+      font-family: "SFMono-Regular", Consolas, "Liberation Mono", Menlo, 
monospace;
+    }
+    .note {
+      font-size: .85rem;
+      color: #666;
+      border-left: 3px solid #ddd;
+      padding-left: 12px;
+      margin-top: 24px;
+    }
+  </style>
+</head>
+<body>
+  <div class="card">
+    <div class="badge">MCP API Endpoint</div>
+    <h1>Superset MCP Server</h1>
+    <p>
+      This is the <strong>Model Context Protocol (MCP)</strong> endpoint for
+      Apache Superset. It is an API designed for AI coding assistants —
+      not a web page to browse directly.
+    </p>
+    <h2>How to connect</h2>
+    <p>Add the following to your MCP client configuration,
+    replacing the URL and API key with your actual values:</p>
+    <pre><code>{
+  "mcpServers": {
+    "superset": {
+      "url": "&lt;this-url&gt;",
+      "transport": "streamable-http",
+      "headers": {
+        "Authorization": "Bearer &lt;your-api-key&gt;"
+      }
+    }
+  }
+}</code></pre>
+    <h2>Supported clients</h2>
+    <p>This endpoint works with any MCP-compatible client, including:</p>
+    <ul style="color:#444;margin:0 0 20px;padding-left:20px;">
+      <li>Claude Desktop</li>
+      <li>Claude Code (CLI)</li>
+      <li>Cursor</li>
+      <li>Any client that supports the <code>streamable-http</code> 
transport</li>
+    </ul>
+    <div class="note">
+      Replace <code>&lt;this-url&gt;</code> with the full URL of this page and
+      <code>&lt;your-api-key&gt;</code> with a valid Superset API key or JWT 
token.
+    </div>
+  </div>
+</body>
+</html>
diff --git a/superset/mcp_service/jwt_verifier.py 
b/superset/mcp_service/jwt_verifier.py
index abd8019d9e4..cd69fea08b6 100644
--- a/superset/mcp_service/jwt_verifier.py
+++ b/superset/mcp_service/jwt_verifier.py
@@ -29,6 +29,7 @@ import base64
 import logging
 import time
 from contextvars import ContextVar
+from importlib.resources import files as _resource_files
 from typing import Any, cast
 
 from authlib.jose.errors import (
@@ -45,7 +46,7 @@ from starlette.authentication import AuthenticationError
 from starlette.middleware import Middleware
 from starlette.middleware.authentication import AuthenticationMiddleware
 from starlette.requests import HTTPConnection
-from starlette.responses import JSONResponse
+from starlette.responses import HTMLResponse, JSONResponse, Response
 
 from superset.utils import json
 
@@ -61,21 +62,54 @@ _jwt_failure_reason: ContextVar[str | None] = ContextVar(
     "_jwt_failure_reason", default=None
 )
 
+_MCP_BROWSER_HELLO_HTML: str | None = None
 
-def _json_auth_error_handler(
-    conn: HTTPConnection, exc: AuthenticationError
-) -> JSONResponse:
-    """JSON 401 error handler for authentication failures.
 
-    Per RFC 6750 Section 3.1, error responses MUST NOT leak server
-    configuration or token claim values. Only generic error codes are
-    returned to clients. Detailed failure reasons are logged server-side
-    only for debugging.
+def _get_browser_hello_html() -> str:
+    global _MCP_BROWSER_HELLO_HTML
+    if _MCP_BROWSER_HELLO_HTML is None:
+        _MCP_BROWSER_HELLO_HTML = (
+            _resource_files("superset.mcp_service")
+            .joinpath("hello.html")
+            .read_text(encoding="utf-8")
+        )
+    return _MCP_BROWSER_HELLO_HTML
+
+
+def _prefers_browser_html(conn: HTTPConnection) -> bool:
+    """Return True when the request looks like a browser navigation.
+
+    Checks both the HTTP method (GET/HEAD only) and the Accept header
+    (text/html present, application/json and text/event-stream absent).
+    Case-insensitive to handle unusual but valid header values.
+    """
+    if conn.scope.get("method") not in ("GET", "HEAD"):
+        return False
+    accept = conn.headers.get("accept", "").lower()
+    return (
+        "text/html" in accept
+        and "application/json" not in accept
+        and "text/event-stream" not in accept
+    )
+
+
+def _auth_error_handler(conn: HTTPConnection, exc: AuthenticationError) -> 
Response:
+    """Auth error handler for unauthenticated MCP requests.
+
+    Returns a friendly HTML page for browser navigation requests so users
+    who open the MCP URL in a browser see setup instructions instead of a
+    raw JSON 401.
+
+    For all other clients (API, SSE, non-GET methods) returns a standard
+    JSON 401 per RFC 6750 Section 3.1.
 
     References:
         - RFC 6750 Section 3.1: 
https://datatracker.ietf.org/doc/html/rfc6750#section-3.1
         - CVE-2022-29266, CVE-2019-7644: verbose JWT errors led to exploits
     """
+    if _prefers_browser_html(conn):
+        return HTMLResponse(status_code=200, content=_get_browser_hello_html())
+
     # Log detailed reason server-side only
     logger.warning("JWT authentication failed: %s", exc)
 
@@ -91,6 +125,28 @@ def _json_auth_error_handler(
     )
 
 
+class MCPJWTVerifier(JWTVerifier):
+    """JWTVerifier with Superset MCP auth error handling.
+
+    Provides browser-friendly HTML responses for unauthenticated browser
+    navigation requests (GET/HEAD with Accept: text/html), while maintaining
+    RFC 6750-compliant JSON 401 responses for API and SSE clients.
+
+    Use this as the base for all Superset JWT verifiers so the browser hello
+    page is active regardless of which verifier variant is configured.
+    """
+
+    def get_middleware(self) -> list[Any]:
+        return [
+            Middleware(
+                AuthenticationMiddleware,
+                backend=BearerAuthBackend(self),
+                on_error=_auth_error_handler,
+            ),
+            Middleware(AuthContextMiddleware),
+        ]
+
+
 class DetailedBearerAuthBackend(BearerAuthBackend):
     """
     Bearer auth backend that raises AuthenticationError with specific
@@ -124,7 +180,7 @@ class DetailedBearerAuthBackend(BearerAuthBackend):
         return None
 
 
-class DetailedJWTVerifier(JWTVerifier):
+class DetailedJWTVerifier(MCPJWTVerifier):
     """
     JWT verifier with tiered server-side logging for each validation step.
 
@@ -300,7 +356,7 @@ class DetailedJWTVerifier(JWTVerifier):
             Middleware(
                 AuthenticationMiddleware,
                 backend=DetailedBearerAuthBackend(self),
-                on_error=_json_auth_error_handler,
+                on_error=_auth_error_handler,
             ),
             Middleware(AuthContextMiddleware),
         ]
diff --git a/superset/mcp_service/mcp_config.py 
b/superset/mcp_service/mcp_config.py
index d12b44bbc87..997755f1b1c 100644
--- a/superset/mcp_service/mcp_config.py
+++ b/superset/mcp_service/mcp_config.py
@@ -343,10 +343,10 @@ def create_default_mcp_auth_factory(app: Flask) -> 
Optional[Any]:
 
             auth_provider = DetailedJWTVerifier(**common_kwargs)
         else:
-            # Default JWTVerifier: minimal logging, generic error responses.
-            from fastmcp.server.auth.providers.jwt import JWTVerifier
+            # MCPJWTVerifier: minimal logging + browser-friendly error page.
+            from superset.mcp_service.jwt_verifier import MCPJWTVerifier
 
-            auth_provider = JWTVerifier(**common_kwargs)
+            auth_provider = MCPJWTVerifier(**common_kwargs)
 
         return auth_provider
     except Exception:
diff --git a/tests/unit_tests/mcp_service/test_jwt_verifier.py 
b/tests/unit_tests/mcp_service/test_jwt_verifier.py
index b6ba58aa7f2..0eb934696bc 100644
--- a/tests/unit_tests/mcp_service/test_jwt_verifier.py
+++ b/tests/unit_tests/mcp_service/test_jwt_verifier.py
@@ -26,7 +26,7 @@ import pytest
 from authlib.jose.errors import BadSignatureError, DecodeError, 
ExpiredTokenError
 
 from superset.mcp_service.jwt_verifier import (
-    _json_auth_error_handler,
+    _auth_error_handler,
     _jwt_failure_reason,
     DetailedBearerAuthBackend,
     DetailedJWTVerifier,
@@ -400,7 +400,7 @@ def 
test_get_middleware_returns_custom_components(hs256_verifier):
         == "DetailedBearerAuthBackend"
     )
     # on_error should be the RFC 6750-compliant generic handler
-    assert auth_middleware.kwargs["on_error"] is _json_auth_error_handler
+    assert auth_middleware.kwargs["on_error"] is _auth_error_handler
 
 
 class _FakeHeaders(dict[str, str]):
@@ -496,7 +496,7 @@ def test_error_handler_never_leaks_jwt_details():
 
     for reason in sensitive_reasons:
         exc = AuthenticationError(reason)
-        response = _json_auth_error_handler(mock_conn, exc)
+        response = _auth_error_handler(mock_conn, exc)
 
         assert response.status_code == 401
 
diff --git a/tests/unit_tests/mcp_service/test_jwt_verifier_browser_hello.py 
b/tests/unit_tests/mcp_service/test_jwt_verifier_browser_hello.py
new file mode 100644
index 00000000000..baece40b1be
--- /dev/null
+++ b/tests/unit_tests/mcp_service/test_jwt_verifier_browser_hello.py
@@ -0,0 +1,126 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+"""Tests for browser-friendly hello page in _auth_error_handler."""
+
+from unittest.mock import MagicMock
+
+from starlette.authentication import AuthenticationError
+from starlette.responses import HTMLResponse, JSONResponse
+
+from superset.mcp_service.jwt_verifier import _auth_error_handler
+
+
+def _make_conn(accept: str, method: str = "GET") -> MagicMock:
+    conn = MagicMock()
+    conn.headers = {"accept": accept} if accept else {}
+    conn.scope = {"method": method}
+    return conn
+
+
+def test_browser_accept_returns_html_200() -> None:
+    conn = 
_make_conn("text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8")
+    exc = AuthenticationError("no token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, HTMLResponse)
+    assert response.status_code == 200
+    assert b"MCP" in response.body
+    assert b"mcpServers" in response.body
+
+
+def test_browser_accept_html_only_returns_200() -> None:
+    conn = _make_conn("text/html")
+    exc = AuthenticationError("no token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, HTMLResponse)
+    assert response.status_code == 200
+
+
+def test_json_accept_returns_401() -> None:
+    conn = _make_conn("application/json")
+    exc = AuthenticationError("bad token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, JSONResponse)
+    assert response.status_code == 401
+
+
+def test_event_stream_accept_returns_401() -> None:
+    conn = _make_conn("text/event-stream")
+    exc = AuthenticationError("bad token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, JSONResponse)
+    assert response.status_code == 401
+
+
+def test_no_accept_header_returns_401() -> None:
+    conn = MagicMock()
+    conn.headers = {}
+    conn.scope = {"method": "GET"}
+    exc = AuthenticationError("bad token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, JSONResponse)
+    assert response.status_code == 401
+
+
+def test_json_401_body_is_rfc6750_compliant() -> None:
+    conn = _make_conn("application/json")
+    exc = AuthenticationError("expired")
+    response = _auth_error_handler(conn, exc)
+    assert response.status_code == 401
+    assert response.headers.get("www-authenticate") == 'Bearer 
error="invalid_token"'
+
+
+def test_html_accepted_alongside_other_types_but_not_json() -> None:
+    conn = _make_conn("text/html, */*")
+    exc = AuthenticationError("no token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, HTMLResponse)
+    assert response.status_code == 200
+
+
+def test_accept_both_html_and_json_returns_401() -> None:
+    # When a client lists both, treat it as an API client (application/json 
wins)
+    conn = _make_conn("text/html, application/json")
+    exc = AuthenticationError("bad token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, JSONResponse)
+    assert response.status_code == 401
+
+
+def test_post_with_html_accept_returns_401() -> None:
+    # Non-GET/HEAD methods always get JSON 401, even with text/html Accept
+    conn = _make_conn("text/html", method="POST")
+    exc = AuthenticationError("no token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, JSONResponse)
+    assert response.status_code == 401
+
+
+def test_head_with_html_accept_returns_html_200() -> None:
+    conn = _make_conn("text/html", method="HEAD")
+    exc = AuthenticationError("no token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, HTMLResponse)
+    assert response.status_code == 200
+
+
+def test_accept_header_case_insensitive() -> None:
+    conn = _make_conn("TEXT/HTML")
+    exc = AuthenticationError("no token")
+    response = _auth_error_handler(conn, exc)
+    assert isinstance(response, HTMLResponse)
+    assert response.status_code == 200

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