diff --git a/src/crewai_tools/tools/browserbase_load_tool/browserbase_load_tool.py b/src/crewai_tools/tools/browserbase_load_tool/browserbase_load_tool.py
index d3f76e0a6..3a2462f5e 100644
--- a/src/crewai_tools/tools/browserbase_load_tool/browserbase_load_tool.py
+++ b/src/crewai_tools/tools/browserbase_load_tool/browserbase_load_tool.py
@@ -37,9 +37,19 @@ class BrowserbaseLoadTool(BaseTool):
         try:
             from browserbase import Browserbase  # type: ignore
         except ImportError:
-            raise ImportError(
-                "`browserbase` package not found, please run `pip install browserbase`"
-            )
+            import click
+
+            if click.confirm(
+                "`browserbase` package not found, would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "browserbase"], check=True)
+                from browserbase import Browserbase  # type: ignore
+            else:
+                raise ImportError(
+                    "`browserbase` package not found, please run `uv add browserbase`"
+                )
 
         self.browserbase = Browserbase(api_key=self.api_key)
         self.text_content = text_content
diff --git a/src/crewai_tools/tools/firecrawl_crawl_website_tool/firecrawl_crawl_website_tool.py b/src/crewai_tools/tools/firecrawl_crawl_website_tool/firecrawl_crawl_website_tool.py
index dcb70e291..b95199c84 100644
--- a/src/crewai_tools/tools/firecrawl_crawl_website_tool/firecrawl_crawl_website_tool.py
+++ b/src/crewai_tools/tools/firecrawl_crawl_website_tool/firecrawl_crawl_website_tool.py
@@ -1,12 +1,13 @@
-import os
-from typing import TYPE_CHECKING, Any, Dict, Optional, Type
+from typing import Any, Dict, Optional, Type
 
 from crewai.tools import BaseTool
 from pydantic import BaseModel, ConfigDict, Field, PrivateAttr
 
-# Type checking import
-if TYPE_CHECKING:
+
+try:
     from firecrawl import FirecrawlApp
+except ImportError:
+    FirecrawlApp = Any
 
 
 class FirecrawlCrawlWebsiteToolSchema(BaseModel):
@@ -32,20 +33,33 @@ class FirecrawlCrawlWebsiteTool(BaseTool):
 
     def __init__(self, api_key: Optional[str] = None, **kwargs):
         super().__init__(**kwargs)
+        self.api_key = api_key
+        self._initialize_firecrawl()
+
+    def _initialize_firecrawl(self) -> None:
         try:
             from firecrawl import FirecrawlApp  # type: ignore
-        except ImportError:
-            raise ImportError(
-                "`firecrawl` package not found, please run `pip install firecrawl-py`"
-            )
 
-        client_api_key = api_key or os.getenv("FIRECRAWL_API_KEY")
-        if not client_api_key:
-            raise ValueError(
-                "FIRECRAWL_API_KEY is not set. Please provide it either via the constructor "
-                "with the `api_key` argument or by setting the FIRECRAWL_API_KEY environment variable."
-            )
-        self._firecrawl = FirecrawlApp(api_key=client_api_key)
+            self._firecrawl = FirecrawlApp(api_key=self.api_key)
+        except ImportError:
+            import click
+
+            if click.confirm(
+                "You are missing the 'firecrawl-py' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                try:
+                    subprocess.run(["uv", "add", "firecrawl-py"], check=True)
+                    from firecrawl import FirecrawlApp
+
+                    self._firecrawl = FirecrawlApp(api_key=self.api_key)
+                except subprocess.CalledProcessError:
+                    raise ImportError("Failed to install firecrawl-py package")
+            else:
+                raise ImportError(
+                    "`firecrawl-py` package not found, please run `uv add firecrawl-py`"
+                )
 
     def _run(
         self,
@@ -66,8 +80,10 @@ class FirecrawlCrawlWebsiteTool(BaseTool):
 try:
     from firecrawl import FirecrawlApp
 
-    # Must rebuild model after class is defined
-    FirecrawlCrawlWebsiteTool.model_rebuild()
+    # Only rebuild if the class hasn't been initialized yet
+    if not hasattr(FirecrawlCrawlWebsiteTool, "_model_rebuilt"):
+        FirecrawlCrawlWebsiteTool.model_rebuild()
+        FirecrawlCrawlWebsiteTool._model_rebuilt = True
 except ImportError:
     """
     When this tool is not used, then exception can be ignored.
diff --git a/src/crewai_tools/tools/firecrawl_scrape_website_tool/firecrawl_scrape_website_tool.py b/src/crewai_tools/tools/firecrawl_scrape_website_tool/firecrawl_scrape_website_tool.py
index 3f5f8c4c4..8530aa71d 100644
--- a/src/crewai_tools/tools/firecrawl_scrape_website_tool/firecrawl_scrape_website_tool.py
+++ b/src/crewai_tools/tools/firecrawl_scrape_website_tool/firecrawl_scrape_website_tool.py
@@ -1,11 +1,12 @@
-from typing import TYPE_CHECKING, Optional, Type
+from typing import Any, Optional, Type
 
 from crewai.tools import BaseTool
 from pydantic import BaseModel, ConfigDict, Field, PrivateAttr
 
-# Type checking import
-if TYPE_CHECKING:
+try:
     from firecrawl import FirecrawlApp
+except ImportError:
+    FirecrawlApp = Any
 
 
 class FirecrawlScrapeWebsiteToolSchema(BaseModel):
@@ -31,9 +32,21 @@ class FirecrawlScrapeWebsiteTool(BaseTool):
         try:
             from firecrawl import FirecrawlApp  # type: ignore
         except ImportError:
-            raise ImportError(
-                "`firecrawl` package not found, please run `pip install firecrawl-py`"
-            )
+            import click
+
+            if click.confirm(
+                "You are missing the 'firecrawl-py' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "firecrawl-py"], check=True)
+                from firecrawl import (
+                    FirecrawlApp,
+                )
+            else:
+                raise ImportError(
+                    "`firecrawl-py` package not found, please run `uv add firecrawl-py`"
+                )
 
         self._firecrawl = FirecrawlApp(api_key=api_key)
 
@@ -58,7 +71,9 @@ try:
     from firecrawl import FirecrawlApp
 
     # Must rebuild model after class is defined
-    FirecrawlScrapeWebsiteTool.model_rebuild()
+    if not hasattr(FirecrawlScrapeWebsiteTool, "_model_rebuilt"):
+        FirecrawlScrapeWebsiteTool.model_rebuild()
+        FirecrawlScrapeWebsiteTool._model_rebuilt = True
 except ImportError:
     """
     When this tool is not used, then exception can be ignored.
diff --git a/src/crewai_tools/tools/firecrawl_search_tool/firecrawl_search_tool.py b/src/crewai_tools/tools/firecrawl_search_tool/firecrawl_search_tool.py
index da483fb34..b8e934f96 100644
--- a/src/crewai_tools/tools/firecrawl_search_tool/firecrawl_search_tool.py
+++ b/src/crewai_tools/tools/firecrawl_search_tool/firecrawl_search_tool.py
@@ -1,11 +1,13 @@
-from typing import TYPE_CHECKING, Any, Dict, Optional, Type
+from typing import Any, Dict, Optional, Type
 
 from crewai.tools import BaseTool
 from pydantic import BaseModel, ConfigDict, Field, PrivateAttr
 
 # Type checking import
-if TYPE_CHECKING:
+try:
     from firecrawl import FirecrawlApp
+except ImportError:
+    FirecrawlApp = Any
 
 
 class FirecrawlSearchToolSchema(BaseModel):
@@ -30,6 +32,9 @@ class FirecrawlSearchToolSchema(BaseModel):
 
 
 class FirecrawlSearchTool(BaseTool):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True, validate_assignment=True, frozen=False
+    )
     model_config = ConfigDict(
         arbitrary_types_allowed=True, validate_assignment=True, frozen=False
     )
@@ -41,13 +46,33 @@ class FirecrawlSearchTool(BaseTool):
 
     def __init__(self, api_key: Optional[str] = None, **kwargs):
         super().__init__(**kwargs)
+        self.api_key = api_key
+        self._initialize_firecrawl()
+
+    def _initialize_firecrawl(self) -> None:
         try:
             from firecrawl import FirecrawlApp  # type: ignore
+
+            self.firecrawl = FirecrawlApp(api_key=self.api_key)
         except ImportError:
-            raise ImportError(
-                "`firecrawl` package not found, please run `pip install firecrawl-py`"
-            )
-        self._firecrawl = FirecrawlApp(api_key=api_key)
+            import click
+
+            if click.confirm(
+                "You are missing the 'firecrawl-py' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                try:
+                    subprocess.run(["uv", "add", "firecrawl-py"], check=True)
+                    from firecrawl import FirecrawlApp
+
+                    self.firecrawl = FirecrawlApp(api_key=self.api_key)
+                except subprocess.CalledProcessError:
+                    raise ImportError("Failed to install firecrawl-py package")
+            else:
+                raise ImportError(
+                    "`firecrawl-py` package not found, please run `uv add firecrawl-py`"
+                )
 
     def _run(
         self,
@@ -59,9 +84,9 @@ class FirecrawlSearchTool(BaseTool):
         location: Optional[str] = None,
         timeout: Optional[int] = 60000,
         scrape_options: Optional[Dict[str, Any]] = None,
-    ):
-        if scrape_options is None:
-            scrape_options = {}
+    ) -> Any:
+        if not self.firecrawl:
+            raise RuntimeError("FirecrawlApp not properly initialized")
 
         options = {
             "limit": limit,
@@ -70,16 +95,20 @@ class FirecrawlSearchTool(BaseTool):
             "country": country,
             "location": location,
             "timeout": timeout,
-            "scrapeOptions": scrape_options,
+            "scrapeOptions": scrape_options or {},
         }
-        return self._firecrawl.search(query, options)
+        return self.firecrawl.search(**options)
 
 
 try:
-    from firecrawl import FirecrawlApp
+    from firecrawl import FirecrawlApp  # type: ignore
 
-    # Rebuild the model after class is defined
-    FirecrawlSearchTool.model_rebuild()
+    # Only rebuild if the class hasn't been initialized yet
+    if not hasattr(FirecrawlSearchTool, "_model_rebuilt"):
+        FirecrawlSearchTool.model_rebuild()
+        FirecrawlSearchTool._model_rebuilt = True
 except ImportError:
-    # Exception can be ignored if the tool is not used
+    """
+    When this tool is not used, then exception can be ignored.
+    """
     pass
diff --git a/src/crewai_tools/tools/linkup/linkup_search_tool.py b/src/crewai_tools/tools/linkup/linkup_search_tool.py
index 486663d3e..4eb2d82b3 100644
--- a/src/crewai_tools/tools/linkup/linkup_search_tool.py
+++ b/src/crewai_tools/tools/linkup/linkup_search_tool.py
@@ -1,5 +1,7 @@
 from typing import Any
 
+from crewai.tools import BaseTool
+
 try:
     from linkup import LinkupClient
 
@@ -11,22 +13,40 @@ except ImportError:
 from pydantic import PrivateAttr
 
 
-class LinkupSearchTool:
+class LinkupSearchTool(BaseTool):
     name: str = "Linkup Search Tool"
     description: str = (
         "Performs an API call to Linkup to retrieve contextual information."
     )
     _client: LinkupClient = PrivateAttr()  # type: ignore
+    description: str = (
+        "Performs an API call to Linkup to retrieve contextual information."
+    )
+    _client: LinkupClient = PrivateAttr()  # type: ignore
 
     def __init__(self, api_key: str):
         """
         Initialize the tool with an API key.
         """
-        if not LINKUP_AVAILABLE:
-            raise ImportError(
-                "The 'linkup' package is required to use the LinkupSearchTool. "
-                "Please install it with: uv add linkup"
-            )
+        super().__init__()
+        try:
+            from linkup import LinkupClient
+        except ImportError:
+            import click
+
+            if click.confirm(
+                "You are missing the 'linkup-sdk' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "linkup-sdk"], check=True)
+                from linkup import LinkupClient
+
+            else:
+                raise ImportError(
+                    "The 'linkup-sdk' package is required to use the LinkupSearchTool. "
+                    "Please install it with: uv add linkup-sdk"
+                )
         self._client = LinkupClient(api_key=api_key)
 
     def _run(
diff --git a/src/crewai_tools/tools/multion_tool/multion_tool.py b/src/crewai_tools/tools/multion_tool/multion_tool.py
index a991074da..d49321dc0 100644
--- a/src/crewai_tools/tools/multion_tool/multion_tool.py
+++ b/src/crewai_tools/tools/multion_tool/multion_tool.py
@@ -28,9 +28,19 @@ class MultiOnTool(BaseTool):
         try:
             from multion.client import MultiOn  # type: ignore
         except ImportError:
-            raise ImportError(
-                "`multion` package not found, please run `pip install multion`"
-            )
+            import click
+
+            if click.confirm(
+                "You are missing the 'multion' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "multion"], check=True)
+                from multion.client import MultiOn
+            else:
+                raise ImportError(
+                    "`multion` package not found, please run `uv add multion`"
+                )
         self.session_id = None
         self.local = local
         self.multion = MultiOn(api_key=api_key)
diff --git a/src/crewai_tools/tools/patronus_eval_tool/patronus_local_evaluator_tool.py b/src/crewai_tools/tools/patronus_eval_tool/patronus_local_evaluator_tool.py
index 66781c593..053314b48 100644
--- a/src/crewai_tools/tools/patronus_eval_tool/patronus_local_evaluator_tool.py
+++ b/src/crewai_tools/tools/patronus_eval_tool/patronus_local_evaluator_tool.py
@@ -4,6 +4,14 @@ from crewai.tools import BaseTool
 from patronus import Client
 from pydantic import BaseModel, Field
 
+try:
+    from patronus import Client
+
+    PYPATRONUS_AVAILABLE = True
+except ImportError:
+    PYPATRONUS_AVAILABLE = False
+    Client = Any
+
 
 class FixedLocalEvaluatorToolSchema(BaseModel):
     evaluated_model_input: str = Field(
@@ -26,12 +34,20 @@ class PatronusLocalEvaluatorTool(BaseTool):
     evaluator: str = "The registered local evaluator"
     evaluated_model_gold_answer: str = "The agent's gold answer"
     description: str = "This tool is used to evaluate the model input and output using custom function evaluators."
+    description: str = "This tool is used to evaluate the model input and output using custom function evaluators."
     client: Any = None
     args_schema: Type[BaseModel] = FixedLocalEvaluatorToolSchema
 
     class Config:
         arbitrary_types_allowed = True
 
+    def __init__(
+        self,
+        patronus_client: Client,
+        evaluator: str,
+        evaluated_model_gold_answer: str,
+        **kwargs: Any,
+    ):
     def __init__(
         self,
         patronus_client: Client,
@@ -40,15 +56,29 @@ class PatronusLocalEvaluatorTool(BaseTool):
         **kwargs: Any,
     ):
         super().__init__(**kwargs)
-        self.client = patronus_client
-        if evaluator:
-            self.evaluator = evaluator
-            self.evaluated_model_gold_answer = evaluated_model_gold_answer
+        if PYPATRONUS_AVAILABLE:
+            self.client = patronus_client
+            if evaluator:
+                self.evaluator = evaluator
+                self.evaluated_model_gold_answer = evaluated_model_gold_answer
             self.description = f"This tool calls the Patronus Evaluation API that takes an additional argument in addition to the following new argument:\n evaluators={evaluator}, evaluated_model_gold_answer={evaluated_model_gold_answer}"
             self._generate_description()
             print(
                 f"Updating judge evaluator, gold_answer to: {self.evaluator}, {self.evaluated_model_gold_answer}"
             )
+        else:
+            import click
+
+            if click.confirm(
+                "You are missing the 'patronus' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "patronus"], check=True)
+            else:
+                raise ImportError(
+                    "You are missing the patronus package. Would you like to install it?"
+                )
 
     def _run(
         self,
@@ -85,6 +115,7 @@ class PatronusLocalEvaluatorTool(BaseTool):
                 else evaluated_model_gold_answer.get("description")
             ),
             tags={},  # Optional metadata, supports arbitrary kv pairs
+            tags={},  # Optional metadata, supports arbitrary kv pairs
         )
         output = f"Evaluation result: {result.pass_}, Explanation: {result.explanation}"
         return output
diff --git a/src/crewai_tools/tools/scrapegraph_scrape_tool/scrapegraph_scrape_tool.py b/src/crewai_tools/tools/scrapegraph_scrape_tool/scrapegraph_scrape_tool.py
index 65f630c46..0c142de18 100644
--- a/src/crewai_tools/tools/scrapegraph_scrape_tool/scrapegraph_scrape_tool.py
+++ b/src/crewai_tools/tools/scrapegraph_scrape_tool/scrapegraph_scrape_tool.py
@@ -1,11 +1,13 @@
 import os
-from typing import Any, Optional, Type
+from typing import Any, Optional, Type, TYPE_CHECKING
 from urllib.parse import urlparse
 
 from crewai.tools import BaseTool
-from pydantic import BaseModel, Field, validator
-from scrapegraph_py import Client
-from scrapegraph_py.logger import sgai_logger
+from pydantic import BaseModel, Field, validator, ConfigDict
+
+# Type checking import
+if TYPE_CHECKING:
+    from scrapegraph_py import Client
 
 
 class ScrapegraphError(Exception):
@@ -53,6 +55,8 @@ class ScrapegraphScrapeTool(BaseTool):
         RuntimeError: If scraping operation fails
     """
 
+    model_config = ConfigDict(arbitrary_types_allowed=True)
+
     name: str = "Scrapegraph website scraper"
     description: str = (
         "A tool that uses Scrapegraph AI to intelligently scrape website content."
@@ -62,6 +66,7 @@ class ScrapegraphScrapeTool(BaseTool):
     user_prompt: Optional[str] = None
     api_key: Optional[str] = None
     enable_logging: bool = False
+    _client: Optional["Client"] = None
 
     def __init__(
         self,
@@ -72,6 +77,29 @@ class ScrapegraphScrapeTool(BaseTool):
         **kwargs,
     ):
         super().__init__(**kwargs)
+        try:
+            from scrapegraph_py import Client
+            from scrapegraph_py.logger import sgai_logger
+
+        except ImportError:
+            import click
+
+            if click.confirm(
+                "You are missing the 'scrapegraph-py' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "scrapegraph-py"], check=True)
+                from scrapegraph_py import Client
+                from scrapegraph_py.logger import sgai_logger
+
+            else:
+                raise ImportError(
+                    "`scrapegraph-py` package not found, please run `uv add scrapegraph-py`"
+                )
+
+        self._client = Client(api_key=api_key)
+
         self.api_key = api_key or os.getenv("SCRAPEGRAPH_API_KEY")
 
         if not self.api_key:
@@ -102,6 +130,22 @@ class ScrapegraphScrapeTool(BaseTool):
                 "Invalid URL format. URL must include scheme (http/https) and domain"
             )
 
+    def _handle_api_response(self, response: dict) -> str:
+        """Handle and validate API response"""
+        if not response:
+            raise RuntimeError("Empty response from Scrapegraph API")
+
+        if "error" in response:
+            error_msg = response.get("error", {}).get("message", "Unknown error")
+            if "rate limit" in error_msg.lower():
+                raise RateLimitError(f"Rate limit exceeded: {error_msg}")
+            raise RuntimeError(f"API error: {error_msg}")
+
+        if "result" not in response:
+            raise RuntimeError("Invalid response format from Scrapegraph API")
+
+        return response["result"]
+
     def _run(
         self,
         **kwargs: Any,
@@ -118,12 +162,9 @@ class ScrapegraphScrapeTool(BaseTool):
         # Validate URL format
         self._validate_url(website_url)
 
-        # Initialize the client
-        sgai_client = Client(api_key=self.api_key)
-
         try:
             # Make the SmartScraper request
-            response = sgai_client.smartscraper(
+            response = self._client.smartscraper(
                 website_url=website_url,
                 user_prompt=user_prompt,
             )
@@ -136,4 +177,4 @@ class ScrapegraphScrapeTool(BaseTool):
             raise RuntimeError(f"Scraping failed: {str(e)}")
         finally:
             # Always close the client
-            sgai_client.close()
+            self._client.close()
diff --git a/src/crewai_tools/tools/scrapfly_scrape_website_tool/scrapfly_scrape_website_tool.py b/src/crewai_tools/tools/scrapfly_scrape_website_tool/scrapfly_scrape_website_tool.py
index b47ce8e5b..4d6b72b61 100644
--- a/src/crewai_tools/tools/scrapfly_scrape_website_tool/scrapfly_scrape_website_tool.py
+++ b/src/crewai_tools/tools/scrapfly_scrape_website_tool/scrapfly_scrape_website_tool.py
@@ -34,9 +34,18 @@ class ScrapflyScrapeWebsiteTool(BaseTool):
         try:
             from scrapfly import ScrapflyClient
         except ImportError:
-            raise ImportError(
-                "`scrapfly` package not found, please run `pip install scrapfly-sdk`"
-            )
+            import click
+
+            if click.confirm(
+                "You are missing the 'scrapfly-sdk' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "scrapfly-sdk"], check=True)
+            else:
+                raise ImportError(
+                    "`scrapfly-sdk` package not found, please run `uv add scrapfly-sdk`"
+                )
         self.scrapfly = ScrapflyClient(key=api_key)
 
     def _run(
diff --git a/src/crewai_tools/tools/selenium_scraping_tool/selenium_scraping_tool.py b/src/crewai_tools/tools/selenium_scraping_tool/selenium_scraping_tool.py
index 8099a06ab..240269756 100644
--- a/src/crewai_tools/tools/selenium_scraping_tool/selenium_scraping_tool.py
+++ b/src/crewai_tools/tools/selenium_scraping_tool/selenium_scraping_tool.py
@@ -5,9 +5,6 @@ from urllib.parse import urlparse
 
 from crewai.tools import BaseTool
 from pydantic import BaseModel, Field, validator
-from selenium import webdriver
-from selenium.webdriver.chrome.options import Options
-from selenium.webdriver.common.by import By
 
 
 class FixedSeleniumScrapingToolSchema(BaseModel):
@@ -55,11 +52,13 @@ class SeleniumScrapingTool(BaseTool):
     description: str = "A tool that can be used to read a website content."
     args_schema: Type[BaseModel] = SeleniumScrapingToolSchema
     website_url: Optional[str] = None
-    driver: Optional[Any] = webdriver.Chrome
+    driver: Optional[Any] = None
     cookie: Optional[dict] = None
     wait_time: Optional[int] = 3
     css_element: Optional[str] = None
     return_html: Optional[bool] = False
+    _options: Optional[dict] = None
+    _by: Optional[Any] = None
 
     def __init__(
         self,
@@ -69,6 +68,32 @@ class SeleniumScrapingTool(BaseTool):
         **kwargs,
     ):
         super().__init__(**kwargs)
+        try:
+            from selenium import webdriver
+            from selenium.webdriver.chrome.options import Options
+            from selenium.webdriver.common.by import By
+        except ImportError:
+            import click
+
+            if click.confirm(
+                "You are missing the 'selenium' and 'webdriver-manager' packages. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(
+                    ["uv", "pip", "install", "selenium", "webdriver-manager"],
+                    check=True,
+                )
+                from selenium import webdriver
+                from selenium.webdriver.chrome.options import Options
+                from selenium.webdriver.common.by import By
+            else:
+                raise ImportError(
+                    "`selenium` and `webdriver-manager` package not found, please run `uv add selenium webdriver-manager`"
+                )
+        self.driver = webdriver.Chrome()
+        self._options = Options()
+        self._by = By
         if cookie is not None:
             self.cookie = cookie
 
@@ -112,7 +137,7 @@ class SeleniumScrapingTool(BaseTool):
         return css_element is None or css_element.strip() == ""
 
     def _get_body_content(self, driver, return_html):
-        body_element = driver.find_element(By.TAG_NAME, "body")
+        body_element = driver.find_element(self._by.TAG_NAME, "body")
 
         return (
             body_element.get_attribute("outerHTML")
@@ -123,7 +148,7 @@ class SeleniumScrapingTool(BaseTool):
     def _get_elements_content(self, driver, css_element, return_html):
         elements_content = []
 
-        for element in driver.find_elements(By.CSS_SELECTOR, css_element):
+        for element in driver.find_elements(self._by.CSS_SELECTOR, css_element):
             elements_content.append(
                 element.get_attribute("outerHTML") if return_html else element.text
             )
@@ -138,7 +163,7 @@ class SeleniumScrapingTool(BaseTool):
         if not re.match(r"^https?://", url):
             raise ValueError("URL must start with http:// or https://")
 
-        options = Options()
+        options = self._options
         options.add_argument("--headless")
         driver = self.driver(options=options)
         driver.get(url)
diff --git a/src/crewai_tools/tools/serpapi_tool/serpapi_base_tool.py b/src/crewai_tools/tools/serpapi_tool/serpapi_base_tool.py
index 895f3aadc..f6e639a37 100644
--- a/src/crewai_tools/tools/serpapi_tool/serpapi_base_tool.py
+++ b/src/crewai_tools/tools/serpapi_tool/serpapi_base_tool.py
@@ -14,11 +14,21 @@ class SerpApiBaseTool(BaseTool):
         super().__init__(**kwargs)
 
         try:
-            from serpapi import Client
+            from serpapi import Client  # type: ignore
         except ImportError:
-            raise ImportError(
-                "`serpapi` package not found, please install with `pip install serpapi`"
-            )
+            import click
+
+            if click.confirm(
+                "You are missing the 'serpapi' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "serpapi"], check=True)
+                from serpapi import Client
+            else:
+                raise ImportError(
+                    "`serpapi` package not found, please install with `uv add serpapi`"
+                )
         api_key = os.getenv("SERPAPI_API_KEY")
         if not api_key:
             raise ValueError(
diff --git a/src/crewai_tools/tools/serpapi_tool/serpapi_google_search_tool.py b/src/crewai_tools/tools/serpapi_tool/serpapi_google_search_tool.py
index 86f40ef03..9f11611ab 100644
--- a/src/crewai_tools/tools/serpapi_tool/serpapi_google_search_tool.py
+++ b/src/crewai_tools/tools/serpapi_tool/serpapi_google_search_tool.py
@@ -1,10 +1,13 @@
 from typing import Any, Optional, Type
 
-from pydantic import BaseModel, Field
+import re
+from pydantic import BaseModel, Field, ConfigDict
 from .serpapi_base_tool import SerpApiBaseTool
-from urllib.error import HTTPError
 
-from .serpapi_base_tool import SerpApiBaseTool
+try:
+    from serpapi import HTTPError
+except ImportError:
+    HTTPError = Any
 
 
 class SerpApiGoogleSearchToolSchema(BaseModel):
@@ -19,6 +22,9 @@ class SerpApiGoogleSearchToolSchema(BaseModel):
 
 
 class SerpApiGoogleSearchTool(SerpApiBaseTool):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True, validate_assignment=True, frozen=False
+    )
     name: str = "Google Search"
     description: str = (
         "A tool to perform to perform a Google search with a search_query."
diff --git a/src/crewai_tools/tools/serpapi_tool/serpapi_google_shopping_tool.py b/src/crewai_tools/tools/serpapi_tool/serpapi_google_shopping_tool.py
index 2dda9aa4c..428bb6b52 100644
--- a/src/crewai_tools/tools/serpapi_tool/serpapi_google_shopping_tool.py
+++ b/src/crewai_tools/tools/serpapi_tool/serpapi_google_shopping_tool.py
@@ -2,9 +2,12 @@ from typing import Any, Optional, Type
 
 from pydantic import BaseModel, Field
 from .serpapi_base_tool import SerpApiBaseTool
-from urllib.error import HTTPError
+from pydantic import ConfigDict
 
-from .serpapi_base_tool import SerpApiBaseTool
+try:
+    from serpapi import HTTPError
+except ImportError:
+    HTTPError = Any
 
 
 class SerpApiGoogleShoppingToolSchema(BaseModel):
@@ -19,6 +22,9 @@ class SerpApiGoogleShoppingToolSchema(BaseModel):
 
 
 class SerpApiGoogleShoppingTool(SerpApiBaseTool):
+    model_config = ConfigDict(
+        arbitrary_types_allowed=True, validate_assignment=True, frozen=False
+    )
     name: str = "Google Shopping"
     description: str = (
         "A tool to perform search on Google shopping with a search_query."
diff --git a/src/crewai_tools/tools/spider_tool/spider_tool.py b/src/crewai_tools/tools/spider_tool/spider_tool.py
index 87726f0bc..ff52a35dc 100644
--- a/src/crewai_tools/tools/spider_tool/spider_tool.py
+++ b/src/crewai_tools/tools/spider_tool/spider_tool.py
@@ -87,13 +87,21 @@ class SpiderTool(BaseTool):
         try:
             from spider import Spider  # type: ignore
 
-            self.spider = Spider(api_key=api_key)
         except ImportError:
-            raise ImportError(
-                "`spider-client` package not found, please run `uv add spider-client`"
-            )
-        except Exception as e:
-            raise RuntimeError(f"Failed to initialize Spider client: {str(e)}")
+            import click
+
+            if click.confirm(
+                "You are missing the 'spider-client' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "pip", "install", "spider-client"], check=True)
+                from spider import Spider
+            else:
+                raise ImportError(
+                    "`spider-client` package not found, please run `uv add spider-client`"
+                )
+        self.spider = Spider(api_key=api_key)
 
     def _validate_url(self, url: str) -> bool:
         """Validate URL format and security constraints.
diff --git a/src/crewai_tools/tools/stagehand_tool/stagehand_tool.py b/src/crewai_tools/tools/stagehand_tool/stagehand_tool.py
index 37b414509..7a3f1e06b 100644
--- a/src/crewai_tools/tools/stagehand_tool/stagehand_tool.py
+++ b/src/crewai_tools/tools/stagehand_tool/stagehand_tool.py
@@ -168,10 +168,14 @@ class StagehandTool(BaseTool):
         super().__init__(**kwargs)
 
         if not STAGEHAND_AVAILABLE:
-            raise ImportError(
-                "The 'stagehand' package is required to use this tool. "
-                "Please install it with: pip install stagehand"
-            )
+            import click
+
+            if click.confirm(
+                "You are missing the 'stagehand-sdk' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "add", "stagehand-sdk"], check=True)
 
         # Use config if provided, otherwise try environment variable
         if config is not None:
diff --git a/src/crewai_tools/tools/weaviate_tool/vector_search.py b/src/crewai_tools/tools/weaviate_tool/vector_search.py
index 53f641272..d363ba7e1 100644
--- a/src/crewai_tools/tools/weaviate_tool/vector_search.py
+++ b/src/crewai_tools/tools/weaviate_tool/vector_search.py
@@ -67,12 +67,25 @@ class WeaviateVectorSearchTool(BaseTool):
                     model="gpt-4o",
                 )
             )
+        else:
+            import click
+
+            if click.confirm(
+                "You are missing the 'weaviate-client' package. Would you like to install it?"
+            ):
+                import subprocess
+
+                subprocess.run(["uv", "pip", "install", "weaviate-client"], check=True)
+
+            else:
+                raise ImportError(
+                    "You are missing the 'weaviate-client' package. Would you like to install it?"
+                )
 
     def _run(self, query: str) -> str:
         if not WEAVIATE_AVAILABLE:
             raise ImportError(
-                "The 'weaviate-client' package is required to use the WeaviateVectorSearchTool. "
-                "Please install it with: uv add weaviate-client"
+                "You are missing the 'weaviate-client' package. Would you like to install it?"
             )
 
         if not self.weaviate_cluster_url or not self.weaviate_api_key: