SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server for LlamaIndex 13 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents. "
"You have 13 tools available."
),
)
response = await agent.run(
"What tools are available in SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents?"
)
print(response)
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 Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server
The ultimate SEC EDGAR Mega-Server — 13 tools.
LlamaIndex agents combine SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents tool responses with indexed documents for comprehensive, grounded answers. Connect 13 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
13 Tools
- 🏢 Companies (3) — Ticker lookup, search, company info
- 📄 Filings (6) — Recent, 10-K, 10-Q, 8-K, insider trades, full-text search
- 📊 Financials (4) — Key metrics, any US-GAAP concept, all facts, industry comparison
Zero Authentication Required
Free alternative to Bloomberg Terminal
The SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server exposes 13 tools through the Vinkius. Connect it to LlamaIndex 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 Full — The Ultimate Free Bloomberg Alternative for AI Agents to LlamaIndex via MCP
Follow these steps to integrate the SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
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 13 tools from SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents
Why Use LlamaIndex with the SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server
LlamaIndex provides unique advantages when paired with SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents tools were called, what data was returned, and how it influenced the final answer
SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server delivers measurable value.
Hybrid search: combine SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents for fresh data
Analytical workflows: chain SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents queries with LlamaIndex's data connectors to build multi-source analytical reports
SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Tools for LlamaIndex (13)
These 13 tools become available when you connect SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents to LlamaIndex 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_all_company_facts
This is the raw, comprehensive dataset — hundreds of concepts across multiple years. Use get_key_financials for a curated summary, or this for deep analysis. Get ALL XBRL financial facts for a company — complete financial data dump
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_company_info
Provide either a CIK number or ticker. Get full company profile from SEC — SIC code, exchanges, filings history
get_financial_metric
Common concepts: Revenues, NetIncomeLoss, Assets, Liabilities, StockholdersEquity, EarningsPerShareBasic, LongTermDebt, ResearchAndDevelopmentExpense, CashAndCashEquivalentsAtCarryingValue, CommonStockSharesOutstanding. If the concept is not found, returns available concepts. Get a specific US-GAAP financial concept for a company (e.g., Revenue, Debt, R&D)
get_industry_comparison
Useful for industry comparison and screening. Example: get all companies' Revenue for CY2024. Period format: CY2024 (annual), CY2024Q1 (quarterly), CY2024Q1I (instant). Compare a financial metric across ALL companies — industry-wide XBRL frame data
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_key_financials
Returns the most recent 5 reported values across 10-K and 10-Q filings. This is like a mini Bloomberg terminal — for free. Get key financial data for a company — revenue, net income, assets, equity, EPS, cash
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
lookup_ticker
g., AAPL, MSFT, TSLA) to the SEC CIK number needed for all EDGAR queries. Returns company name, CIK, and ticker. The CIK is the unique identifier SEC uses for all public companies. Look up a company by stock ticker — get CIK, name, and ID
search_companies
Returns matching companies with CIK numbers. Use this when you don't know the exact ticker. Search SEC-registered companies by name or ticker
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 Full — The Ultimate Free Bloomberg Alternative for AI Agents in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents immediately.
"Full financial analysis of NVIDIA: company info, latest 10-K, key financials, and insider trades"
"Search the entire EDGAR database for 'robotics' and provide a summary of trends"
"Compare the historical assets of Microsoft vs Apple, and check if any insiders recently sold stock."
Troubleshooting SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server with LlamaIndex
Common issues when connecting SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents + LlamaIndex FAQ
Common questions about integrating SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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Connect SEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents to LlamaIndex
Get your token, paste the configuration, and start using 13 tools in under 2 minutes. No API key management needed.