Data Analysis

Data workflows, analysis prompts, and reporting pipelines

1110 public assets · 98 editorially checked assets

Updated: 2026-10-24T17:03:20.185066+00:00

Curated collections

Structured Data Extraction & Audit Workflows

A progression of prompts that transform unstructured text into auditable tables, strictly separating observation from interpretation.

3 collection members

Updated: 2026-10-07T19:16:19.143463+00:00

Postgres for AI Agents

PostgreSQL MCP servers (two flavors), DBHub universal database MCP, Neon serverless Postgres, Supabase MCP — all the SQL surfaces an agent needs.

5 collection members

Updated: 2026-06-30T03:32:25+00:00

Data Engineer's Agent Toolbox

Ten assets that teach AI agents your SQL dialect, dbt project layout, warehouse semantics, and orchestration patterns — so the agent stops hallucinating columns and starts shipping models.

10 collection members

Updated: 2026-06-30T19:00:02+00:00

Database Schema Design + Migration Pack

Ten picks for the engineer who owns the database: DrawDB to visualize, Atlas to declare, four migration tools (Liquibase, golang-migrate, dbmate, pgroll) for every stack, Prisma + Drizzle for type-safe ORM, Faker.js for seed data, plus an expand-contract checklist for zero-downtime cutovers.

10 collection members

Updated: 2026-06-30T19:00:02+00:00

Personal Investing AI — AI Stack for Self-Directed Investors

Ten picks for the self-directed investor running stocks, ETFs, crypto, and options out of their own dashboard: market data + research, AI for reading 10-Ks and earnings, portfolio monitoring, strategy backtesting, and a plain-text trading ledger for tax season. Editorial, not financial advice.

10 collection members

Updated: 2026-06-30T19:00:02+00:00

Vector DB Showdown

Chroma, Weaviate, Pinecone, txtai, Qdrant MCP, plus the embedding APIs from Cohere and Together — pick by latency, cost, or RAG accuracy.

7 collection members

Updated: 2026-06-30T19:00:02+00:00

MCP Database Connectors Pack

Ten MCP servers that hand your AI agent safe SQL and NoSQL access across Postgres, MySQL, MongoDB, Redis and SQLite — every pick ships with a read-only mode, schema introspection, and an audit trail so the agent stops guessing column names and stops nuking your prod table.

10 collection members

Updated: 2026-06-30T19:00:02+00:00

AI Web Scraping

Firecrawl, Crawlee, Crawl4AI, GPT Crawler, ScrapeGraphAI — scraping engines that output LLM-ready markdown, not raw HTML.

5 collection members

Updated: 2026-06-30T03:32:11+00:00

Simon Willison's LLM Toolbox

Five tools the simonwillison.net author writes about every week — LLM CLI for any model, Datasette for SQLite, sqlite-utils for ETL, shot-scraper for screenshots, files-to-prompt for codebase dumps.

5 collection members

Updated: 2026-05-11T08:02:14+00:00

Crypto + DeFi Trading AI — On-Chain Data + Automation Stack

Ten picks for crypto and DeFi traders running their own venue mix: CCXT for the exchange layer, Freqtrade/Jesse for automated strategies, Backtrader for honest backtests, TradingAgents for LLM-driven research, Web3 + Smart Contract auditors for on-chain risk, Wealthfolio for the cold-wallet view, Ledger for tax-ready books. Editorial. Not financial advice.

10 collection members

Updated: 2026-06-30T19:00:02+00:00

Startup VC Research Toolkit — Investor Due Diligence AI Stack

Ten picks for the early-stage VC, angel, or FoF analyst who has to source deals on Monday, dig a company on Tuesday, background-check the founder on Wednesday, read three 10-Ks on Thursday, and ship the IC memo on Friday. Deep research + company intel + founder background + filings + memo synthesis. AI handles the slog; you keep the call.

10 collection members

Updated: 2026-06-30T19:00:02+00:00

Travel Planning AI — End-to-End Stack for Smart Trips

Ten picks for the self-booker, business traveler, and digital nomad: destination research, AI itinerary, booking automation, offline maps + translation, and on-the-road backup. STORM for deep dive, TREK for the plan, Nominatim + MapLibre for the map, LibreTranslate + Handy for the language barrier, ezBookkeeping for the multi-currency spend. Real tools, no marketplace fluff.

10 collection members

Updated: 2026-06-30T19:00:02+00:00

AI Search APIs Compared 2026

Perplexity Sonar, Tavily, Exa, Firecrawl, Grok Live Search — the search APIs that ground AI agents in real-time web results with citations.

8 collection members

Updated: 2026-05-11T03:55:01+00:00