Live Company Intelligence for AI Agents. Pure Signal. Zero Web Scraping Bloat.
Turn any company domain into verified technology stacks, active ATS hiring, DNS mail routing, and SOC 2 security signals — delivered in sub-140ms sockets and ~180 tokens.
// Resolving signals...
Target accounts using specific tools (e.g. Stripe, Next.js, Supabase) for migration campaigns.
Identifies Ashby, Greenhouse, or Lever job boards — active hiring is the #1 trigger for outbound timing.
Match sending inboxes (Google-to-Google, Outlook-to-Outlook) to maximize cold deliverability.
Verifies trust portals to filter for enterprise-ready prospects with active security budgets.
One API call. Instant firmographic signals.
Drop into autonomous SDR loops, local Claude IDEs, or high-frequency Clay waterfalls in under 60 seconds.
# 1. Execute sub-200ms lookup
curl -X GET "https://tokenenrich.com/v1/enrich?domain=linear.app" \
-H "Authorization: Bearer ae_live_YOUR_API_KEY"
# 2. Dense ~180-token response (140ms latency)
{
"domain": "linear.app",
"category": "Project Management & Issue Tracking",
"tech_stack": ["Next.js", "Tailwind", "Vercel"],
"mail_infrastructure": { "provider": "Google Workspace" },
"hiring": { "is_hiring": true, "ats": "Ashby" },
"security": { "has_soc2": true },
"tokens_used": 182,
"latency_ms": 142
}Engineered for your existing agent stack.
Drop-in tools for Claude Desktop, Cursor, CrewAI, LangChain, and Clay waterfalls. Zero custom scraping boilerplate required.
Claude Desktop & Cursor
Instant Model Context Protocol (MCP) tool calling. Give your AI coding and chat agents real-time firmographic vision.
MCP Configuration Guide →CrewAI, LangChain & Python
Type-safe Python tools with @tool decorators. Enrich leads inside multi-agent outbound research loops without context bloat.
Clay.com & Orchestration
Replace 5 slow, expensive waterfall columns with a single sub-200ms HTTP action. Enrich thousands of leads per minute.
Browse All 1-Click Blueprints →Download Pre-Built Workflows for Clay, n8n & CrewAI
Get ready-to-run JSON workflows and Python agents pre-mapped to 500+ tech stacks, DNS routing, and SOC2 signals in ~180 tokens.
What happens when your agents have real-time signals?
Eliminate generic AI spam. Power high-converting sales pipelines with deterministic, actionable firmographics.
ESP Mailbox Matching
Sending from a Google Workspace inbox to a Microsoft 365 recipient triggers aggressive spam filters. TokenEnrich reads DNS MX records so your sales pipeline automatically matches sender to recipient inboxes.
ATS Hiring Intent Triggers
Detect active recruitment pipelines on Ashby, Greenhouse, and Lever in 140ms. If a target account is actively hiring engineers, trigger your outbound campaign when budget is unlocked.
Tech Spend & Compliance Tiering
Instantly identify Stripe checkout, PostHog analytics, Next.js frameworks, and SOC 2 Type II trust centers to automatically qualify and score high-budget enterprise prospects.
See your exact monthly prompt token savings
Calculate how much you save on LLM context bills compared to raw HTML DOM scraping.
Predictable monthly billing. Cancel anytime. Zero annual lock-in.
1 credit = 1 company domain analysed. Failed lookups or invalid domains never consume credits. Monthly billing via Stripe with instant self-serve cancellation.
-
Standard Single
/v1/enrich - Model Context Protocol (MCP) Active
- Full Tech Stack & ATS Signals
- Instant API Key (No card required)
- Everything in Sandbox
- Full MCP Tooling & Python SDK
- DNS MX & SPF Infrastructure
- Standard Email Support
- Everything in Builder
- Sub-10ms Redis Caching Layer
- Security & SOC 2 Badges
- Priority Technical Support
- Everything in Growth
-
Fast Parallel Batch API (
/batch) - 1-Click Clay.com & n8n Templates
- White-Label Reseller Rights
- Dedicated Slack / Discord Channel
Designed for high-frequency Clay waterfalls and automated agency loops. Includes 100,000 lookups, 50 burst/sec, and +$0.0045/lookup auto-overage beyond 100k.
Frequently Asked Questions
Everything you need to know about deterministic token minification, zero upstream data markups, and native Model Context Protocol (MCP) execution.
Why is ~180 tokens superior to raw web scraping?
A typical company homepage contains 25,000+ tokens of navigational DOM, tracking scripts, CSS classes, and cookie banners. Feeding raw DOM into LLMs burns $0.08+ per lead and slows inference to 6+ seconds. TokenEnrich strips all DOM garbage into pure, deterministic signal in ~180 tokens.
How does TokenEnrich achieve zero upstream data costs?
We query open protocols directly in parallel: DNS MX/SPF records for email delivery tools, TLS web inspection for 500+ tech signatures, ATS job endpoints (Ashby/Greenhouse), and RDAP for domain registration age. We never buy or resell third-party broker lists.
How do I integrate with Model Context Protocol (MCP)?
TokenEnrich provides a standalone MCP server via npx tokenenrich-mcp. Simply add your API key into Claude Desktop or Cursor's MCP configuration to enable autonomous firmographic tool calling in 1 click.
Can I run bulk lookups on large lead lists in parallel?
Yes. The /v1/batch endpoint accepts up to 100 apex domains per request, resolving DNS, TLS, and tech stack signatures concurrently in under 3 seconds for fast Clay.com and n8n waterfall enrichment.
How does TokenEnrich handle Cloudflare and bot protection?
We use browser-grade Chrome TLS/JA3 impersonation alongside direct asynchronous DNS socket queries, achieving a 99.8% resolution success rate without triggering 403 bot challenges or captcha roadblocks.
What happens if I exceed my monthly lookup quota?
The API returns a standard HTTP 429 response when your allocation is reached. You can upgrade your plan or provision custom limits anytime from your self-serve console with prorated Stripe billing.
Start enriching company signals in under 60 seconds.
50 free API lookups included. Zero credit card required. Drop into Claude Desktop, Cursor, Python, or Clay waterfalls immediately.