data-enrichment

A Machine Learning System for Data Enrichment.

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

Build with Clay in your AI coding agent - skills, MCP tools, and the clay CLI for Claude Code, Codex, and Cursor. Search companies and people, run enrichment routines, and query tables from natural language.

A Machine Learning System for Data Enrichment.

Bricks is the open-source, fully local alternative to Clay.com. It combines AI agents, advanced web scraping, and Puppeteer automation to turn raw CSV data into actionable business intelligence — without subscriptions, vendor lock-in, or sending your data to the cloud.

Free open-source business data enrichment engine. The open-source alternative to Apollo, ZoomInfo, and Clearbit.

A Python client for the People Data Labs API

⚡ KeeLead - Open Source AI-Powered Lead Generation Engine. 62 data sources, ChatGPT-style interface, email verification, company research, MCP server for AI agents. Free forever.

Combine Watson Knowledge Studio and Watson Discovery to discover customer sentiment from product reviews

Phoneint-OSINT-Toolkit; a privacy-first phone-number OSINT toolkit (CLI + minimal GUI). Parses and normalizes numbers (E.164), enriches with deterministic metadata, runs optional async adapters (DuckDuckGo, Google, public datasets), computes explainable risk scores and owner intelligence, and exports JSON/CSV/PDF reports.

Ricgraph - Research in context graph

A universal JS client with TypeScript support for the People Data Labs API

CrawlerBox is an automated analysis framework designed for parsing emails and crawling embedded web resources.

GTM engineering skills for AI coding agents — build lead lists, find & verify emails, waterfall enrichment, lead scoring, CRM sync, and buying-signal monitoring (job changes, funding, tech intent) from Claude Code, Codex, or Cursor. Powered by the Cargo CLI: 138 integrations, 50 data providers.

Import, maintain and export tag metadata to/from audio files and a dynamically created SQLite table. Automates incremental tag cleanup, enrichment and standardisation for your digital audio library at scale using pre-scripted SQL queries and Polars, achieving quality and consistency in your metadata not possible with a tagger

🏧 香港自動櫃員機定位器 🏧 Centralising Automated Teller Machine (ATM) Data in Hong Kong in a well-defined yet standardised format and display in a web portal for public use

Intro to using DSPy with Kuzu to enrich the data within the Nobel Laureate mentorship network

n8n community node for LeadMagic email finding, email validation, contact and company enrichment, job research, and workflow automation.

24 free SKILL.md skills for Claude Code & compatible agents: qualify leads, research companies, clean lists.