SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server for LangChain 6 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search through the Vinkius and LangChain agents can call every tool natively — combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MultiServerMCPClient({
"sec-edgar-filings-10-k-10-q-8-k-insider-trades-full-text-search": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server
SEC filings access.
LangChain's ecosystem of 500+ components combines seamlessly with SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search through native MCP adapters. Connect 6 tools via the Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures — with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
6 Tools
- Recent Filings — All types
- 10-K — Annual reports
- 10-Q — Quarterly reports
- 8-K — Material events
- Form 4 — Insider trades
- Full-Text Search — Keyword search across EDGAR
Zero Auth
The SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server exposes 6 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search to LangChain via MCP
Follow these steps to integrate the SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 6 tools from SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search via MCP
Why Use LangChain with the SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server
LangChain provides unique advantages when paired with SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents — combine SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search queries for multi-turn workflows
SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search + LangChain Use Cases
Practical scenarios where LangChain combined with the SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server delivers measurable value.
RAG with live data: combine SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search tool call, measure latency, and optimize your agent's performance
SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Tools for LangChain (6)
These 6 tools become available when you connect SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search to LangChain via MCP:
get_8k_events
Companies must file an 8-K within 4 business days of material events: earnings announcements, M&A, executive departures, bankruptcy, delisting, etc. Get 8-K current reports — material events like earnings, mergers, CEO changes
get_annual_reports
The 10-K is the most detailed financial disclosure — includes audited financial statements, MD&A (Management Discussion), risk factors, and business description. Required by SEC for all public companies. Get 10-K annual reports for a company — the most comprehensive financial disclosure
get_insider_trades
Shows insider buys and sells. Insider buying is often considered a bullish signal. Get insider trading filings (Form 4) — officer and director stock transactions
get_quarterly_reports
Filed 3 times per year (Q1, Q2, Q3 — Q4 is covered by the 10-K). Includes unaudited financial statements and interim MD&A. Get 10-Q quarterly reports for a company — unaudited financial updates
get_recent_filings
Includes form type, filing date, accession number, and primary document link. Results include all form types (10-K annual reports, 10-Q quarterlies, 8-K events, proxy statements, etc.). Get the most recent SEC filings for a company — 10-K, 10-Q, 8-K, and more
search_filings
Find specific topics, companies, products, or risks mentioned in any SEC document. Filter by form type (10-K, 10-Q, 8-K) and date range. Full-text search across all SEC filings — find any keyword in any document
Example Prompts for SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search immediately.
"Show me Tesla's latest 10-K annual report"
"Search SEC filings mentioning 'artificial intelligence' in 10-K reports"
"Get recent insider trades (Form 4) for Microsoft"
Troubleshooting SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server with LangChain
Common issues when connecting SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersSEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search + LangChain FAQ
Common questions about integrating SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
Connect SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search to LangChain
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.
