Market Tool Guide

Research & filings

AI that reads 10-Ks, 10-Qs, broker research and company documents so you don't have to.

7 tools · Updated Oct 22, 2026

AI search across filings, transcripts, expert calls and broker research.

Verdict. Best for professionals who need to search huge document libraries fast. Overkill (and priced) for most individuals.

Fiscal.ai

Free plan

Fundamentals, KPIs and an AI copilot for company research (formerly FinChat).

Verdict. Best for fundamental investors who want clean financials plus an AI that cites its sources.

Koyfin

Free plan

Terminal-style dashboards for stocks, ETFs, macro and fundamentals.

Verdict. Best budget alternative to a Bloomberg-style terminal for serious DIY investors.

Finbar

See site

Machine-readable company documents, fundamentals, AI modelling and an MCP/API for agents.

Verdict. Best for builders and analysts who want fundamentals data that AI agents can use directly.

Hebbia

Paid

AI agents that read and analyze large sets of financial documents.

Verdict. Best for investment teams doing heavy document diligence. Enterprise-focused.

Private market data with PitchBook AI agents and a Data MCP for your own AI tools.

Verdict. Best for VC and private equity research. The new MCP makes it agent-friendly.

Seeking Alpha

Free plan

Crowd-sourced stock analysis, quant ratings and news, now with AI summaries.

Verdict. Best for retail investors who want many opinions and quant grades in one place.

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