diff --git a/tests/unit/test_config_wiring.py b/tests/unit/test_config_wiring.py
index 15e9bc4d..2258b317 100644
--- a/tests/unit/test_config_wiring.py
+++ b/tests/unit/test_config_wiring.py
@@ -24,26 +24,26 @@ class TestAgentStateFields:
 
 class TestNewToolsExported:
     def test_get_ttm_analysis_exported(self):
-        from tradingagents.agents.utils.agent_utils import get_ttm_analysis
+        from tradingagents.agents.utils.fundamental_data_tools import get_ttm_analysis
         # @tool returns a LangChain StructuredTool — callable() is False on it.
         # hasattr(..., "invoke") is the correct check for LangChain tools.
         assert hasattr(get_ttm_analysis, "invoke")
 
     def test_get_peer_comparison_exported(self):
-        from tradingagents.agents.utils.agent_utils import get_peer_comparison
+        from tradingagents.agents.utils.fundamental_data_tools import get_peer_comparison
         assert hasattr(get_peer_comparison, "invoke")
 
     def test_get_sector_relative_exported(self):
-        from tradingagents.agents.utils.agent_utils import get_sector_relative
+        from tradingagents.agents.utils.fundamental_data_tools import get_sector_relative
         assert hasattr(get_sector_relative, "invoke")
 
     def test_get_macro_regime_exported(self):
-        from tradingagents.agents.utils.agent_utils import get_macro_regime
+        from tradingagents.agents.utils.fundamental_data_tools import get_macro_regime
         assert hasattr(get_macro_regime, "invoke")
 
     def test_tools_are_langchain_tools(self):
         """All new tools should be LangChain @tool decorated (have .name attribute)."""
-        from tradingagents.agents.utils.agent_utils import (
+        from tradingagents.agents.utils.fundamental_data_tools import (
             get_ttm_analysis, get_peer_comparison, get_sector_relative, get_macro_regime
         )
         for tool in [get_ttm_analysis, get_peer_comparison, get_sector_relative, get_macro_regime]:
diff --git a/tradingagents/agents/analysts/fundamentals_analyst.py b/tradingagents/agents/analysts/fundamentals_analyst.py
index 108b6d3e..8749b4cd 100644
--- a/tradingagents/agents/analysts/fundamentals_analyst.py
+++ b/tradingagents/agents/analysts/fundamentals_analyst.py
@@ -1,16 +1,16 @@
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 import time
 import json
-from tradingagents.agents.utils.agent_utils import (
+from tradingagents.agents.utils.fundamental_data_tools import (
     get_fundamentals,
     get_balance_sheet,
     get_cashflow,
     get_income_statement,
-    get_insider_transactions,
     get_ttm_analysis,
     get_peer_comparison,
     get_sector_relative,
 )
+from tradingagents.agents.utils.news_data_tools import get_insider_transactions
 from tradingagents.dataflows.config import get_config
 
 
diff --git a/tradingagents/agents/analysts/market_analyst.py b/tradingagents/agents/analysts/market_analyst.py
index 6d4afe3e..65abd9ea 100644
--- a/tradingagents/agents/analysts/market_analyst.py
+++ b/tradingagents/agents/analysts/market_analyst.py
@@ -1,7 +1,9 @@
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 import time
 import json
-from tradingagents.agents.utils.agent_utils import get_stock_data, get_indicators, get_macro_regime
+from tradingagents.agents.utils.core_stock_tools import get_stock_data
+from tradingagents.agents.utils.technical_indicators_tools import get_indicators
+from tradingagents.agents.utils.fundamental_data_tools import get_macro_regime
 from tradingagents.dataflows.config import get_config
 
 
diff --git a/tradingagents/agents/analysts/news_analyst.py b/tradingagents/agents/analysts/news_analyst.py
index 03b4fae4..27c7c3d1 100644
--- a/tradingagents/agents/analysts/news_analyst.py
+++ b/tradingagents/agents/analysts/news_analyst.py
@@ -1,7 +1,7 @@
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 import time
 import json
-from tradingagents.agents.utils.agent_utils import get_news, get_global_news
+from tradingagents.agents.utils.news_data_tools import get_news, get_global_news
 from tradingagents.dataflows.config import get_config
 
 
diff --git a/tradingagents/agents/analysts/social_media_analyst.py b/tradingagents/agents/analysts/social_media_analyst.py
index b25712d7..82089443 100644
--- a/tradingagents/agents/analysts/social_media_analyst.py
+++ b/tradingagents/agents/analysts/social_media_analyst.py
@@ -1,7 +1,7 @@
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 import time
 import json
-from tradingagents.agents.utils.agent_utils import get_news
+from tradingagents.agents.utils.news_data_tools import get_news
 from tradingagents.dataflows.config import get_config
 
 
diff --git a/tradingagents/agents/scanners/geopolitical_scanner.py b/tradingagents/agents/scanners/geopolitical_scanner.py
index afa5d3ce..98075b19 100644
--- a/tradingagents/agents/scanners/geopolitical_scanner.py
+++ b/tradingagents/agents/scanners/geopolitical_scanner.py
@@ -1,5 +1,5 @@
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
-from tradingagents.agents.utils.agent_utils import get_topic_news
+from tradingagents.agents.utils.scanner_tools import get_topic_news
 from tradingagents.agents.utils.tool_runner import run_tool_loop
 
 
diff --git a/tradingagents/agents/scanners/industry_deep_dive.py b/tradingagents/agents/scanners/industry_deep_dive.py
index 3b15cf4f..06bc0ac7 100644
--- a/tradingagents/agents/scanners/industry_deep_dive.py
+++ b/tradingagents/agents/scanners/industry_deep_dive.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
-from tradingagents.agents.utils.agent_utils import get_industry_performance, get_topic_news
+from tradingagents.agents.utils.scanner_tools import get_industry_performance, get_topic_news
 from tradingagents.agents.utils.tool_runner import run_tool_loop
 
 # All valid sector keys accepted by yfinance Sector() and get_industry_performance.
diff --git a/tradingagents/agents/scanners/market_movers_scanner.py b/tradingagents/agents/scanners/market_movers_scanner.py
index 219a5adf..1fb85244 100644
--- a/tradingagents/agents/scanners/market_movers_scanner.py
+++ b/tradingagents/agents/scanners/market_movers_scanner.py
@@ -1,5 +1,5 @@
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
-from tradingagents.agents.utils.agent_utils import get_market_movers, get_market_indices
+from tradingagents.agents.utils.scanner_tools import get_market_movers, get_market_indices
 from tradingagents.agents.utils.tool_runner import run_tool_loop
 
 
diff --git a/tradingagents/agents/scanners/sector_scanner.py b/tradingagents/agents/scanners/sector_scanner.py
index f66782af..4e1e41b7 100644
--- a/tradingagents/agents/scanners/sector_scanner.py
+++ b/tradingagents/agents/scanners/sector_scanner.py
@@ -1,5 +1,5 @@
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
-from tradingagents.agents.utils.agent_utils import get_sector_performance
+from tradingagents.agents.utils.scanner_tools import get_sector_performance
 from tradingagents.agents.utils.tool_runner import run_tool_loop
 
 
diff --git a/tradingagents/agents/utils/agent_utils.py b/tradingagents/agents/utils/agent_utils.py
index 32ad548d..892c2365 100644
--- a/tradingagents/agents/utils/agent_utils.py
+++ b/tradingagents/agents/utils/agent_utils.py
@@ -1,35 +1,5 @@
 from langchain_core.messages import HumanMessage, RemoveMessage
 
-# Import tools from separate utility files
-from tradingagents.agents.utils.core_stock_tools import (
-    get_stock_data
-)
-from tradingagents.agents.utils.technical_indicators_tools import (
-    get_indicators
-)
-from tradingagents.agents.utils.fundamental_data_tools import (
-    get_fundamentals,
-    get_balance_sheet,
-    get_cashflow,
-    get_income_statement,
-    get_ttm_analysis,
-    get_peer_comparison,
-    get_sector_relative,
-    get_macro_regime,
-)
-from tradingagents.agents.utils.news_data_tools import (
-    get_news,
-    get_insider_transactions,
-    get_global_news
-)
-from tradingagents.agents.utils.scanner_tools import (
-    get_market_movers,
-    get_market_indices,
-    get_sector_performance,
-    get_industry_performance,
-    get_topic_news
-)
-
 
 def create_msg_delete():
     def delete_messages(state):
diff --git a/tradingagents/graph/trading_graph.py b/tradingagents/graph/trading_graph.py
index 7119e6ad..474315c3 100644
--- a/tradingagents/graph/trading_graph.py
+++ b/tradingagents/graph/trading_graph.py
@@ -20,22 +20,24 @@ from tradingagents.agents.utils.agent_states import (
 )
 from tradingagents.dataflows.config import set_config
 
-# Import the new abstract tool methods from agent_utils
-from tradingagents.agents.utils.agent_utils import (
-    get_stock_data,
-    get_indicators,
+# Import the new abstract tool methods
+from tradingagents.agents.utils.core_stock_tools import get_stock_data
+from tradingagents.agents.utils.technical_indicators_tools import get_indicators
+from tradingagents.agents.utils.fundamental_data_tools import (
     get_fundamentals,
     get_balance_sheet,
     get_cashflow,
     get_income_statement,
-    get_news,
-    get_insider_transactions,
-    get_global_news,
     get_ttm_analysis,
     get_peer_comparison,
     get_sector_relative,
     get_macro_regime,
 )
+from tradingagents.agents.utils.news_data_tools import (
+    get_news,
+    get_insider_transactions,
+    get_global_news,
+)
 
 from .conditional_logic import ConditionalLogic
 from .setup import GraphSetup