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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

Built by Vinkius GDPR 6 Tools Framework

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.

Vinkius supports streamable HTTP and SSE.

python
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())
SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search
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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.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

Save the code and run python agent.py

04

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.

01

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

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

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.

01

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

02

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

03

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

04

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:

01

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

02

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

03

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

04

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

05

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

06

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.

01

"Show me Tesla's latest 10-K annual report"

02

"Search SEC filings mentioning 'artificial intelligence' in 10-K reports"

03

"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.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

SEC 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.

01

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
02

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

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.