What is the difference between 10-K, 10-Q, and 8-K?

10-K is the comprehensive annual report with audited financials (filed once/year). 10-Q is the quarterly update with unaudited financials (filed 3x/year). 8-K is a current report filed within 4 business days of material events — earnings, M&A, CEO changes, bankruptcy, etc.

What does Form 4 report?

Form 4 must be filed by corporate insiders (officers, directors, or 10%+ shareholders) when they buy or sell their own company's stock. It reveals executive sentiment.

How far back does the full-text search go?

The SEC EDGAR Full-Text Search generally indexes documents back to 2001, covering over two decades of corporate filings.

SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server for Pydantic AI 6 tools — connect in under 2 minutes

Name: SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 6 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search through the Vinkius and every tool is automatically validated against Pydantic schemas — catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search "
            "(6 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search?"
    )
    print(result.data)

asyncio.run(main())

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

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

Pydantic AI validates every SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search tool response against typed schemas, catching data inconsistencies at build time. Connect 6 tools through the Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code — full type safety, structured output guarantees, and dependency injection for testable agents.

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 Pydantic AI 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 Pydantic AI 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 Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py 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 with type-safe schemas

Why Use Pydantic AI with the SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server

Pydantic AI 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.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture — switch between OpenAI, Anthropic, or Gemini without changing your SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search connection logic from agent behavior for testable, maintainable code

SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server delivers measurable value.

Type-safe data pipelines: query SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search responses and write comprehensive agent tests

SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Tools for Pydantic AI (6)

These 6 tools become available when you connect SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search to Pydantic AI 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 Pydantic AI

Ready-to-use prompts you can give your Pydantic AI 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 Pydantic AI

Common issues when connecting SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search + Pydantic AI FAQ

Common questions about integrating SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer — your SEC EDGAR Filings — 10-K, 10-Q, 8-K, Insider Trades & Full-Text Search MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.