AI Benchmark Scores: Why 82% is actually 57%
A team of engineers who have deployed AI agents on deal work and portfolio operations for investment funds and banks analyzed four widely cited public finance-agent benchmarks and found that headline …
A team of engineers who have deployed AI agents on deal work and portfolio operations for investment funds and banks analyzed four widely cited public finance-agent benchmarks and found that headline …
AlphaDesk launched a market-research terminal that lets users query market data, SEC filings and US Treasury records through their own AI agent via 37 read-only MCP tools, with the code released under…
The MCP registry listing for Valuein — SEC EDGAR Fundamentals & Smart-Money Data, version 2.91.1, was published on 2026-09-11 as a hosted remote over streamable-http, according to the mcpindex index. …
The MCP server io.github.jlucasmcrell/apify-scrapers reached version 1.0.2, published to the official MCP registry on 2026-09-10 and distributed as apify-data-scrapers on PyPI, according to the mcpind…
An engineer built EDGAR Sentinel, an autonomous agent on Google Cloud that scans SEC EDGAR filings for a 30-company watchlist, analyzes them with a two-model pipeline, and emails daily alerts on mater…
OpenAI's public S-1 filing reveals the company loses $1.22 for every dollar earned, with $25 billion in annualized revenue, a projected $14 billion non-GAAP operating loss for 2026, and a cumulative c…
OpenAI's S-1 filing, heading to SEC EDGAR this month, targets a September Nasdaq listing at a $1 trillion-plus valuation, revealing $25 billion in annualized revenue, a $14 billion annual operating lo…
Shibui Finance has built an MCP server that gives Claude direct SQL access to 64 years of US stock market data, including 31 million daily price records and 6.4 million SEC filings. The system uses a …
AlphaSMO released a free public API, CLI, and MCP server that cleans and normalizes SEC EDGAR 13F and Form 4 insider-trading data, solving the problem of near-duplicate institution names. The tool pro…
A developer built a local AI research assistant to brief them on investing, after concluding that LLMs are useful for research synthesis, comparative analysis, and thesis stress-testing but not for pr…
Analyst Kit (YC W23) has released a free, open-source set of hedge-fund-grade equity-research skills for AI coding agents like Claude and Codex. The skills, which include capabilities for SEC filings,…
A developer built an MCP server that charges AI agents per call using x402 micropayments, a protocol based on EIP-3009 that enables machine-to-machine payments without human sign-up. The server uses a…
A developer built Lease Lens, a 3B-parameter contract risk scanner that runs entirely without an external LLM API, for the Hugging Face Build Small Hackathon. The fine-tuned Llama 3.2 3B model achieve…
Researchers introduced EnterpriseMem-Bench, a multi-turn Text-to-SQL benchmark of 300 sessions and 1,400 queries built from three enterprise domains, to evaluate how five frontier AI models handle mem…