diff --git a/libs/arcade-core/arcade_core/schema.py b/libs/arcade-core/arcade_core/schema.py
index ea6e79f2..97c62658 100644
--- a/libs/arcade-core/arcade_core/schema.py
+++ b/libs/arcade-core/arcade_core/schema.py
@@ -19,7 +19,7 @@ from __future__ import annotations
 import os
 from dataclasses import dataclass
 from enum import Enum
-from typing import Any, Literal
+from typing import Any, Literal, Protocol
 
 from pydantic import BaseModel, Field
 
@@ -29,6 +29,75 @@ from arcade_core.errors import ErrorKind
 TOOL_NAME_SEPARATOR = os.getenv("ARCADE_TOOL_NAME_SEPARATOR", ".")
 
 
+# =====================
+# MCP Feature Protocols and No-Op Implementations
+# =====================
+# These protocols and stubs enable graceful degradation of MCP features
+# in deployed (non-local) environments where the full MCP context is not available.
+
+
+class LogsProtocol(Protocol):
+    """Protocol for logging interface."""
+
+    async def log(
+        self,
+        level: str,
+        message: str,
+        logger_name: str | None = None,
+        extra: dict[str, Any] | None = None,
+    ) -> None: ...
+
+    async def debug(self, message: str, **kwargs: Any) -> None: ...
+
+    async def info(self, message: str, **kwargs: Any) -> None: ...
+
+    async def warning(self, message: str, **kwargs: Any) -> None: ...
+
+    async def error(self, message: str, **kwargs: Any) -> None: ...
+
+
+class ProgressProtocol(Protocol):
+    """Protocol for progress reporting interface."""
+
+    async def report(
+        self, progress: float, total: float | None = None, message: str | None = None
+    ) -> None: ...
+
+
+class _NoOpLogs:
+    """No-op implementation for logging in deployed environments."""
+
+    async def log(
+        self,
+        level: str,
+        message: str,
+        logger_name: str | None = None,
+        extra: dict[str, Any] | None = None,
+    ) -> None:
+        pass
+
+    async def debug(self, message: str, **kwargs: Any) -> None:
+        pass
+
+    async def info(self, message: str, **kwargs: Any) -> None:
+        pass
+
+    async def warning(self, message: str, **kwargs: Any) -> None:
+        pass
+
+    async def error(self, message: str, **kwargs: Any) -> None:
+        pass
+
+
+class _NoOpProgress:
+    """No-op implementation for progress in deployed environments."""
+
+    async def report(
+        self, progress: float, total: float | None = None, message: str | None = None
+    ) -> None:
+        pass
+
+
 class ValueSchema(BaseModel):
     """Value schema for input parameters and outputs."""
 
@@ -390,6 +459,75 @@ class ToolContext(BaseModel):
 
         raise ValueError(f"{item_name.capitalize()} '{key}' not found in context.")
 
+    # ============ MCP Feature Properties ============
+    # Non-critical features (no-op in deployed environments)
+
+    @property
+    def log(self) -> LogsProtocol:
+        """No-op logging interface (not supported in deployed environments)."""
+        return _NoOpLogs()
+
+    @property
+    def progress(self) -> ProgressProtocol:
+        """No-op progress reporting (not supported in deployed environments)."""
+        return _NoOpProgress()
+
+    # Critical features (raise error in deployed environments)
+
+    @property
+    def resources(self) -> Any:
+        """Resources are not available in deployed environments."""
+        raise RuntimeError(
+            "The resources feature is not supported for Arcade managed servers (non-local)"
+        )
+
+    @property
+    def tools(self) -> Any:
+        """Tool calling is not available in deployed environments."""
+        raise RuntimeError(
+            "The tools feature is not supported for Arcade managed servers (non-local)"
+        )
+
+    @property
+    def prompts(self) -> Any:
+        """Prompts are not available in deployed environments."""
+        raise RuntimeError(
+            "The prompts feature is not supported for Arcade managed servers (non-local)"
+        )
+
+    @property
+    def sampling(self) -> Any:
+        """Sampling is not available in deployed environments."""
+        raise RuntimeError(
+            "The sampling feature is not supported for Arcade managed servers (non-local)"
+        )
+
+    @property
+    def ui(self) -> Any:
+        """UI/elicitation is not available in deployed environments."""
+        raise RuntimeError("The ui feature is not supported for Arcade managed servers (non-local)")
+
+    @property
+    def notifications(self) -> Any:
+        """Notifications are not available in deployed environments."""
+        raise RuntimeError(
+            "The notifications feature is not supported for Arcade managed servers (non-local)"
+        )
+
+    @property
+    def request_id(self) -> Any:
+        """Request ID is not available in deployed environments."""
+        raise RuntimeError(
+            "The request_id feature is not supported for Arcade managed servers (non-local)"
+        )
+
+    @property
+    def session_id(self) -> Any:
+        """Session ID is not available in deployed environments."""
+        raise RuntimeError(
+            "The session_id feature is not supported for Arcade managed servers (non-local)"
+        )
+
 
 class ToolCallRequest(BaseModel):
     """The request to call (invoke) a tool."""
diff --git a/libs/arcade-core/pyproject.toml b/libs/arcade-core/pyproject.toml
index b8db000b..2ca26c89 100644
--- a/libs/arcade-core/pyproject.toml
+++ b/libs/arcade-core/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "arcade-core"
-version = "3.3.3"
+version = "3.3.4"
 description = "Arcade Core - Core library for Arcade platform"
 readme = "README.md"
 license = {text = "MIT"}
diff --git a/libs/tests/core/test_schema_mcp_degradation.py b/libs/tests/core/test_schema_mcp_degradation.py
new file mode 100644
index 00000000..f4d621af
--- /dev/null
+++ b/libs/tests/core/test_schema_mcp_degradation.py
@@ -0,0 +1,164 @@
+"""
+Tests for MCP feature graceful degradation in ToolContext.
+
+This module tests that:
+1. Non-critical MCP features (log, progress) silently no-op in deployed environments
+2. Critical MCP features (resources, tools, etc.) raise informative errors
+"""
+
+import pytest
+from arcade_core.schema import ToolContext
+
+
+# =====================
+# Non-Critical Features (No-Op Tests)
+# =====================
+
+
+@pytest.mark.asyncio
+async def test_log_debug_no_op():
+    """Test that context.log.debug() executes without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.log.debug("test message")
+
+
+@pytest.mark.asyncio
+async def test_log_info_no_op():
+    """Test that context.log.info() executes without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.log.info("test message")
+
+
+@pytest.mark.asyncio
+async def test_log_warning_no_op():
+    """Test that context.log.warning() executes without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.log.warning("test message")
+
+
+@pytest.mark.asyncio
+async def test_log_error_no_op():
+    """Test that context.log.error() executes without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.log.error("test message")
+
+
+@pytest.mark.asyncio
+async def test_log_log_no_op():
+    """Test that context.log.log() executes without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.log.log("info", "test message")
+
+
+@pytest.mark.asyncio
+async def test_log_with_extra_kwargs_no_op():
+    """Test that context.log methods with extra kwargs execute without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.log.info("test message", logger_name="test_logger", extra={"key": "value"})
+
+
+@pytest.mark.asyncio
+async def test_progress_report_no_op():
+    """Test that context.progress.report() executes without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.progress.report(0.5, total=1.0, message="Halfway done")
+
+
+@pytest.mark.asyncio
+async def test_progress_report_minimal_no_op():
+    """Test that context.progress.report() with minimal params executes without error."""
+    context = ToolContext()
+    # Should not raise any exception
+    await context.progress.report(0.5)
+
+
+# =====================
+# Critical Features (Error Tests)
+# =====================
+
+
+def test_resources_raises_error():
+    """Test that accessing context.resources raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The resources feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.resources
+
+
+def test_tools_raises_error():
+    """Test that accessing context.tools raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The tools feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.tools
+
+
+def test_prompts_raises_error():
+    """Test that accessing context.prompts raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The prompts feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.prompts
+
+
+def test_sampling_raises_error():
+    """Test that accessing context.sampling raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The sampling feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.sampling
+
+
+def test_ui_raises_error():
+    """Test that accessing context.ui raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The ui feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.ui
+
+
+def test_notifications_raises_error():
+    """Test that accessing context.notifications raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The notifications feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.notifications
+
+
+def test_request_id_raises_error():
+    """Test that accessing context.request_id raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The request_id feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.request_id
+
+
+def test_session_id_raises_error():
+    """Test that accessing context.session_id raises RuntimeError."""
+    context = ToolContext()
+    with pytest.raises(
+        RuntimeError,
+        match="The session_id feature is not supported for Arcade managed servers \\(non-local\\)",
+    ):
+        _ = context.session_id