diff --git a/langchain_mcp_adapters/tools.py b/langchain_mcp_adapters/tools.py
index 5f33881..c9187fe 100644
--- a/langchain_mcp_adapters/tools.py
+++ b/langchain_mcp_adapters/tools.py
@@ -4,8 +4,10 @@
 tools, handle tool execution, and manage tool conversion between the two formats.
 """
 
+from copy import deepcopy
 from typing import Any, cast, get_args
 
+from langchain_core.runnables import RunnableConfig
 from langchain_core.tools import (
     BaseTool,
     InjectedToolArg,
@@ -97,6 +99,38 @@ async def _list_all_tools(session: ClientSession) -> list[MCPTool]:
     return all_tools
 
 
+def _merge_headers_into_connections(conn: Connection, headers: dict[str, str]) -> Connection:
+    """
+    Returns a copy of 'coon' with 'headers' merged when applicable.
+    Supports 'sse' aand 'streamable_http' transports, which already accept 'headers' in their factories
+
+    Args:
+        conn: A connection config
+        headers: Headers to merge into the connection
+    
+    Returns:
+        A new connection config with merged headers, if applicable
+    """
+    # If no headers provided, returns conn
+    if not headers:
+        return conn
+    
+    new_conn = deepcopy(conn)
+    transport = conn.get("transport")
+
+    # Check transport type
+    if transport in ["sse", "streamable_http"]:
+        # Get current headers in connection
+        current_headers = new_conn.get("headers")
+        merged = {
+            **current_headers,
+            **{key: str(value) for key, value in headers.items()}
+        }
+        new_conn["headers"] = merged
+    
+    return new_conn
+
+
 def convert_mcp_tool_to_langchain_tool(
     session: ClientSession | None,
     tool: MCPTool,
@@ -122,11 +156,29 @@ def convert_mcp_tool_to_langchain_tool(
         raise ValueError(msg)
 
     async def call_tool(
+        config: RunnableConfig = None,
         **arguments: dict[str, Any],
     ) -> tuple[str | list[str], list[NonTextContent] | None]:
+        configurable: dict = config.get("configurable", {})
+
+        dynamic_headers: dict[str, str] = {}
+        if configurable:
+            # By default, 'jwt' is injected into Authorization header
+            jwt = configurable.get("jwt", None)
+
+            if isinstance(jwt, str) and jwt.strip():
+                dynamic_headers["Authorization"] = f"Bearer {jwt}"
+            
+            # All other headers
+            extra = configurable.get("mcp_headers")
+            if isinstance(extra, dict):
+                for key, value in extra.items():
+                    dynamic_headers[key] = str(value)
+
         if session is None:
             # If a session is not provided, we will create one on the fly
-            async with create_session(connection) as tool_session:
+            conn_with_headers = _merge_headers_into_connections(connection, dynamic_headers)
+            async with create_session(conn_with_headers) as tool_session:
                 await tool_session.initialize()
                 call_tool_result = await cast("ClientSession", tool_session).call_tool(
                     tool.name,