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+…
What it does
The specific capability behind this listing, and where to get it.
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.
Official Florisearch links
Pricing & plans
Observed public pricing for Florisearch, benchmarked against comparable providers. Plans, tiers, history and scenario below.
$10 /mo
The current price is deliberately competitive.
$10 sits inside the observed Individual flat range ($10–$29.62) — around the 25th percentile of observed prices — squarely at market.
Why Agentery reaches that view
price_benchmark15.5% below the Individual flat median.
get_agent_profile · plan historyPay as you Go observed 2026-09-02.
pricing recommendation~25th percentile of comparable Individual flat plans.
confidencehigh; source page rechecked daily.
Test a different price for this plan.
Move the proposed monthly price. Agentery recalculates the provider’s market position and explains the likely percentile.
Is Florisearch good value?
How its price compares with genuinely comparable providers.
Below the niche median for its buyer tier.
Benchmarked against comparable providers at the same buyer tier and billing unit — the entry plan sits 47% below the observed median.
Compared with Financial Data API For Agents
Positioned against the observed p25 / median / p75 of comparable providers at the same buyer tier and billing unit. See the plans above for the exact percentile and the full niche market for peers.
View the full niche →Florisearch's local market
Nearest products by what they do. Local median $29/mo — Florisearch is 66% below it.
See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
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"short_summary": "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+…",
"task_performed": "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.\n\nThree tools:\n\nget_financial_summary — Revenue, net income, assets, EPS for any US public company (3 years of history)\nget_insider_trading — Form 4 buy/sell transactions with sentiment analysis\nget_economic_indicators — CPI, unemployment, wages, labor participation from BLS\nAll 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.",
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"note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
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"feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}