docs: remove hero image from introduction page

Author: stefanoamorelli

docs/introduction.mdx

@@ -3,19 +3,6 @@ title: Introduction
 description: 'SEC Edgar MCP - Connect AI models to comprehensive SEC EDGAR filings data'
 ---
 
-<div align="center">
-  <img 
-    className="block dark:hidden" 
-    src="/images/hero-light.png" 
-    alt="SEC Edgar MCP Hero Light"
-  />
-  <img 
-    className="hidden dark:block" 
-    src="/images/hero-dark.png" 
-    alt="SEC Edgar MCP Hero Dark"
-  />
-</div>
-
 ## Overview
 
 SEC Edgar MCP is an open-source MCP (Model Context Protocol) server that connects AI models to the rich dataset of [SEC EDGAR filings](https://www.sec.gov/edgar). EDGAR (Electronic Data Gathering, Analysis, and Retrieval) is the U.S. SEC's primary system for companies to submit official filings, containing millions of filings that increase the efficiency, transparency, and fairness of securities markets.

pyproject.toml

@@ -15,7 +15,7 @@ classifiers = [
   "License :: OSI Approved :: GNU Affero General Public License v3",
   "Operating System :: OS Independent",
 ]
-dependencies = ["mcp[cli]>=1.7.1", "edgartools>=4.4.0", "requests>=2.31.0"]
+dependencies = ["mcp[cli]>=1.7.1", "sec-edgar-toolkit>=0.1.0", "requests>=2.31.0"]
 
 [tool.setuptools.packages.find]
 where = ["."]

sec_edgar_mcp/core/client.py

@@ -1,20 +1,36 @@
 from typing import Optional
-from edgar import Company, set_identity, find_company, search
+from sec_edgar_toolkit.core.global_functions import set_identity, find_company, search
+from sec_edgar_toolkit import Company as SECCompany
 from ..utils.cache import TickerCache
 from ..utils.exceptions import CompanyNotFoundError
 from ..config import initialize_config
-import edgar
+from .filing_wrapper import wrap_filings
+
+
+class Company(SECCompany):
+    """Extended Company class with additional methods."""
+
+    def get_filings(self, form=None, **kwargs):
+        """Get filings with .latest() support."""
+        filings = super().get_filings(form=form, **kwargs)
+        return wrap_filings(filings)
+
+    def get_facts(self):
+        """Compatibility wrapper for get_company_facts."""
+        # sec-edgar-toolkit uses get_company_facts instead of get_facts
+        if hasattr(self, "get_company_facts"):
+            return self.get_company_facts()
+        # Fallback to original if it exists
+        return super().get_facts() if hasattr(super(), "get_facts") else None
 
 
 class EdgarClient:
-    """Wrapper around edgar-tools for consistent API access."""
+    """Wrapper around sec-edgar-toolkit for consistent API access."""
 
     def __init__(self):
         self._user_agent = initialize_config()
-        # Set identity for edgar-tools
+        # Set identity for sec-edgar-toolkit
         set_identity(self._user_agent)
-        # Also set the default user agent
-        edgar.set_identity(self._user_agent)
         self._ticker_cache = TickerCache(self._user_agent)
 
     def get_company(self, identifier: str) -> Company:
@@ -51,7 +67,7 @@ def get_cik_by_ticker(self, ticker: str) -> Optional[str]:
     def search_companies(self, query: str, limit: int = 10) -> list:
         """Search for companies by name."""
         try:
-            # Use edgar-tools search functionality
+            # Use sec-edgar-toolkit search functionality
             results = search(query)
 
             # Convert to list format and limit results

sec_edgar_mcp/server.py

@@ -6,7 +6,6 @@
 # Suppress INFO logs from edgar library
 logging.getLogger("edgar").setLevel(logging.WARNING)
 
-
 # Add system-wide instructions for deterministic responses
 DETERMINISTIC_INSTRUCTIONS = """
 CRITICAL: When responding to SEC filing data requests, you MUST follow these rules:

sec_edgar_mcp/tools/filings.py

@@ -1,7 +1,8 @@
 from typing import Dict, Union, List, Optional, Any
 from datetime import datetime
-from edgar import get_filings
+from sec_edgar_toolkit.core.global_functions import get_filings as sec_get_filings
 from ..core.client import EdgarClient
+from ..core.filing_wrapper import wrap_filings
 from ..core.models import FilingInfo
 from ..utils.exceptions import FilingNotFoundError
 from .types import ToolResponse
@@ -27,8 +28,8 @@ def get_recent_filings(
                 company = self.client.get_company(identifier)
                 filings = company.get_filings(form=form_type)
             else:
-                # Global filings using edgar-tools get_filings()
-                filings = get_filings(form=form_type, count=limit)
+                # Global filings using sec-edgar-toolkit get_filings()
+                filings = wrap_filings(sec_get_filings(form=form_type, limit=limit))
 
             # Limit results
             filings_list = []