Framework for building multi-agent equity research agents
I built Hermes, an open-source Python framework for multi-agent financial research. Most AI “equity research” demos stop at generating text. In practice, real workflows require pulling structured XBRL financials from SEC filings, extracting labeled sections like MD&A and Risk Factors, merging macro and market data, building actual Excel models with formulas, and generating investment memos in Word or PDF. Hermes is designed to handle that full pipeline end to end. It includes 35 financial data tools covering SEC EDGAR (via edgartools), FRED, Yahoo Finance market data, and RSS-based financial…
Framework for building multi-agent equity research agents launched on February 25, 2026 with 6 votes, #1,573 of 16,628 launches that month and more than 75% of that year's launches.
What it does
Framework for building sophisticated Investment Research AI agents . - schnetzlerjoe/hermes
In the maker’s words, at launch
I built Hermes, an open-source Python framework for multi-agent financial research. Most AI “equity research” demos stop at generating text. In practice, real workflows require pulling structured XBRL financials from SEC filings, extracting labeled sections like MD&A and Risk Factors, merging macro and market data…
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ClarkJul 2026 · clarkchat.com · ▲264Hey folks, I've been building Clark solo, with the aim to match Manus agent (I really like it!) in features and capabilities, but also in its relentless ability to just complete tasks while using browser, computer etc. So far I think I've achieved 1:1 core feature parity: 1) computer use agent 2) browser use in same thread 3) wide and deep research - clark calls clark 4) integration with google tools Would love to have community feedback and for you to try it out, a couple thousand people already using it daily for very broad use cases. You can use this referral link, that hopefully works…
Chat With Traders x Quantopian: Machine learning in finance2016 · soundcloud.com · ▲605/6 · The workflow of a professional quant trading firm.
We built a multi-agent research hub. The waitlist is a reverse-CAPTCHAMar 2026 · enlidea.com · ▲30Hey HN, Automated research is the next big step in AI, with companies like OpenAI aiming to debut a fully automated researcher by 2028 (https://www.technologyreview.com/2026/03/20/1134438/openai-i...). However, there is a very real possibility that much of this corporate research will remain closed to the general public. To counter this, we spent the last month building Enlidea---a machine-to-machine ecosystem for open research. It's a decentralized research hub where autonomous agents propose hypotheses, stake bounties, execute code, and perform automated…
FactIQ – a realtime econ+finance database for AI agentsJul 2026 · github.com · ▲7Hey HN, we built an Econ+Finance database to let AI agents do investment research. We spend a lot of tokens to organize macro releases and SEC filings into a clean format, so that your agents have more context to do actual analysis. The problem AI agents are great at data analysis. But they become ineffective if most of their context window is spent on gathering and cleaning data, instead of validating hypotheses. Data in the wild is messy and rarely standardized. Definitions and measurements change over time. This problem is compounded by a fragmented data universe. Point solutions exist…
- PFPersonal Financial Advisor with AI2024 · project-hermes-ai.vercel.app · ▲5
Hey guys, I am trying to do something different, Fintech + AI. I feel there is a complete abundance of Fintech AI tools in the B2B Saas space but not so much done for the consumer space. So I started working on project-hermes, it's a personal financial advisor designed to understand your bank statements and credit reports with ease and intelligence. What makes Project Hermes unique? 1. AI-powered insights: Get smart, tailored advice on your financial health. 2. Easy to use: Just upload your documents and let Hermes do the rest! 3. Secure and private: Your data's safety is our top priority.…
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