MCPs › Data & APIs › FloriSearch
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.
Not monetized yet
Turn FloriSearch’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install FloriSearch
For anyone using FloriSearch — no Lulu account neededclaude mcp add --transport http florisearch https://florisearch--flori.run.tools
Real-time weather for any city, built on the lulu-ads widget gallery. First-party, free forever.
View server →FAQ
Run: claude mcp add --transport http florisearch https://florisearch--flori.run.tools
Yes — it’s a remote MCP server, so no local install is needed.
ChatGPT: Settings → Connectors → Advanced → Developer mode → Add connector, then paste https://florisearch--flori.run.tools.
Claude.ai: Settings → Connectors → Add custom connector, then paste the same URL.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
Similar servers
Works well together
Your server?
This is for the person who owns FloriSearch — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/florisearch)