Analyzes and processes data catalog builder data — optimized for agents, LLMs, and MCP pipelines.

Web3 hiring trends — hottest skills, fastest growing roles, remote work stats and top job boards. Built for AI recruitment agents.

Professional Web3 security toolkit — vulnerability database, risk scoring, audit checklist and audit firm directory.

Assess company risk, founders, financials, legal exposure, and compliance in one call

Live web data quality scorer data for agents and LLMs.

NFT valuation framework — rarity, floor price, creator reputation, community and utility scoring. Built for AI NFT agents.

Plan website data extraction from page patterns, field reliability, pagination, rate limits, and compliance risk

Gate synthetic data release from privacy risk, utility score, minority class coverage, linkage risk, and approval proof

Learning roadmap and skill requirements for Web3 development roles

Normalize phone, email, name, URL, date, currency and address formats.

Autonomous multi-agent coordination and workflow orchestration

Persistent memory and reflection infrastructure for autonomous agents

Plan payment retry timing, channel, and recovery actions from decline and customer signals

Identify enterprise AI readiness gaps from data access, governance, integration, security, and change capacity

Calculate Web3 project risk scores based on audits, bug bounties, age, multisig and upgradeability. Built for AI security agents.

Profile JSON record arrays — fill rates, cardinality, type inference and top values.

Extract JSON-LD and Microdata structured data schemas from HTML. Returns parsed schema objects by type.

Score Web3 project legitimacy across audits, team doxxing, GitHub activity, whitepaper, open source and liquidity lockin

Web performance: Core Web Vitals, LCP/FID/CLS, PageSpeed by device, waterfall analysis, render-blocking detection, CDN e

Multi-provider AI text generation with automatic Anthropic and OpenAI fallback