naics

Most supply chain maps are flat. We’ve built a multi-dimensional graph linking NAICS manufacturing nodes to GICS financial sectors and raw material inputs. This repo contains the dependency logic for the whole physical economy

Business Establishment Automated Classification of NAICS

1,000+ open taxonomy systems with 1.2M+ codes and 320K+ crosswalk edges. NAICS, ISIC, NACE, HS, SOC, ISCO, ESCO, CPC, UNSPSC, ICD-10/11, Patent CPC, GDPR, and more - all connected. REST API + MCP server for AI agents. Open source (MIT) by Colaberry Inc.

Agent-ready REST wrapper for matchawards.com: every federal + state contract, every award, every job, behind one bearer-token API. Install: curl moltawards.com/skill.md

📥 Scrape GSA eLibrary data to get structured government contracting details for streamlined market research and informed decision-making.

Scraper and API built on top of data fed from https://www.naics.com/search/.

TypeScript type definitions for the SAM.gov Public Opportunities API

An R Package that downloads Paycheck Protection Program loan data and reads it in as a tidy data set

TypeScript SDK for the SAM.gov Federal Opportunities API — search, filter, paginate, and score federal contracts. Zero dependencies.

Parses the "Classification of Economic Activities" (wz2008) issued by the Statistisches Bundesamt to build multiple hierarchically structured trees.

A multi-agent research system that scans U.S. industries (6-digit NAICS) for high-value AI and automation opportunities.

Industry-level AI adoption metrics across European economies (2016–2024), derived from LLM-based analysis of firm websites. Covers Belgium, France, Germany, and Luxembourg in NACE Rev. 2 and NAICS 2022 classifications.

A lightweight Node.js/TypeScript utility that uses the naics npm package to pull the full 2022 NAICS hierarchy and emit a CSV containing every 6‑digit code along with its 2‑digit sector, 3‑digit subsector, 4‑digit industry‑group, and 5‑digit industry titles. Perfect for building lookup tables, data enrichment pipelines, or BI integrations.

Community-maintained library of NAICS-grounded agent governance specifications for worker collectives

Government contract search and federal procurement data for AI agents — SAM.gov opportunities + USASpending awards, via MCP (x402).

293 expiring US federal contracts with number_of_offers_received from the award they replace. 38% drew exactly one offer.

Federal contract viability scoring engine — NAICS matching, certification alignment, capability analysis. No AI required.

AI-powered agent for matching Scope 3 procurement spend to USEEIO emissions factors in Salesforce Net Zero Cloud, using NAICS 2017 codes, keyword pre-filtering, Prompt Builder + Connect API, and response caching.

Various programming language classes & structures for working with NAICS codes.

A comprehensive package that includes the essential tools commonly used for different kind of codes in the US.