FloriSearch

Token-optimized US financial data for AI agents.

CommunityOnlineNo sign-inGlobalFreeRead-only

What it can do

  • Financials.Summary: Retrieve comprehensive SEC EDGAR XBRL financial data for a US public company. Covers the full balance sheet (assets, liabilities, equity), income statement (revenue through EPS), a
  • Insider.Trading: Retrieve SEC Form 4 insider trading transactions for a US public company. Returns parsed buy/sell transactions with reporter name, role, share count, price, and net buying/selling sen
  • Economic.Indicators: Retrieve current US economic indicators from the Bureau of Labor Statistics. Returns CPI, unemployment rate, average hourly earnings, and labor force participation with latest val

What data it sees

Do you need an account

No: the server works without sign-in

Token-optimized US financial data for AI agents. Fetches SEC EDGAR XBRL filings, Form 4 insider trading, and BLS economic indicators — compressed from 50,000+ token raw filings into ~800 token structured responses. 99% token reduction saves real money on LLM costs.

Three tools:

get_financial_summary — Revenue, net income, assets, EPS for any US public company (3 years of history) get_insider_trading — Form 4 buy/sell transactions with sentiment analysis get_economic_indicators — CPI, unemployment, wages, labor participation from BLS All data sourced from public-domain government APIs (SEC EDGAR, Bureau of Labor Statistics). No API key required to start — 10 free calls per quarter, $0.05/call after.

How to connect

How to connect FloriSearch to Claude

The server address to paste into Claude settings:

https://florisearch--flori.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect FloriSearch to ChatGPT

The server address to paste into ChatGPT settings:

https://florisearch--flori.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect FloriSearch to Cursor

The server address to paste into Cursor settings:

https://florisearch--flori.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (3)

Raw names from tools/list. Only developers need these.

financials.summaryRetrieve comprehensive SEC EDGAR XBRL financial data for a US public company. Covers the full balance sheet (assets, liabilities, equity), income statement (revenue through EPS), and cash flow statement (operating, investing, financing) — 80+ fields from 10-K and 10-Q filings. Use statement=income_statement, balance_sheet, or cash_flow to pull an entire statement at once. Use all=true for everything. Compresses 50,000+ token raw filings into structured responses. Far deeper than Yahoo Finance summary data.
insider.tradingRetrieve SEC Form 4 insider trading transactions for a US public company. Returns parsed buy/sell transactions with reporter name, role, share count, price, and net buying/selling sentiment.
economic.indicatorsRetrieve current US economic indicators from the Bureau of Labor Statistics. Returns CPI, unemployment rate, average hourly earnings, and labor force participation with latest values, trends, and 6 months of historical data.