Native Integration · CrewAI · Sub-Second Latency

Autonomous Lead Research Tool for CrewAI SDRs.

Give your research agents real-time DNS, tech stack, and SOC2 signals.

Build autonomous SDR teams with CrewAI. Have your Lead Qualification Agent query TokenEnrich to verify if a prospect is hiring on Ashby and using Stripe before passing the lead to the Email Copywriter Agent.

Get 50 Free API Credits → ⬇ Download CrewAI Template
Integration Hubs: Clay.com Claude Desktop Cursor IDE n8n LangChain CrewAI
CrewAI Context Benchmark Raw Scraping Congestion vs. Deterministic 240-Token Payload
Live Socket Execution
raw_dom_scrape.html
25,400 Tokens Burned
25,400 tokens $0.0762 / query 6.4s latency
company_signal.json
~240 Tokens Clean
262 tokens $0.00078 / query 0.14s latency 
// Resolving signals...
TOKEN ARBITRAGE 98.5% prompt reduction inside CrewAI.
Provision Free Key →
Integration Guide

3 minutes to integrate CrewAI.

Drop the configuration snippet directly into your workspace. No scraping proxies or browser drivers required.

1

Create Free API Key

Generate your self-serve API key in your console. 50 free live queries included with zero credit card required.

2

Paste Configuration Snippet

Copy the crewai_enrich_tool.py snippet on the right into your CrewAI configuration.

3

Sub-Second Execution

Your CrewAI agents receive live structured company intelligence in ~240 tokens without context clutter.

crewai_enrich_tool.py 
from crewai.tools import tool
import httpx

@tool("Enrich Company Domain")
def enrich_domain(domain: str) -> str:
    """Resolves company tech stack, DNS mail provider, and hiring signals in 140ms."""
    resp = httpx.get(f'https://tokenenrich.com/v1/enrich?domain={domain}', headers={'Authorization': 'Bearer ae_live_key'})
    return resp.text
Performance Protocol

Why CrewAI teams choose TokenEnrich

Engineered specifically for token-constrained agent loops and high-throughput outbound pipelines.

Context Minified

Prompt Token Efficiency

Minified ~240-token payloads prevent context saturation and eliminate 98.5% of prompt inference costs during high-frequency agent tool execution.

High Conviction

Verified Buying Signals

Extract live DNS MX mail providers, active Ashby/Greenhouse hiring signals, SOC 2 certifications, and 500+ technology footprints on the wire.

140ms Sockets

Sub-Second Wire Latency

Non-blocking asynchronous sockets and Redis caching deliver fresh wire lookups in 140ms and cached company firmographics in under 1ms.

100% Deterministic

Zero Hallucinations

All signals are strictly parsed from live DNS root servers and certified TLS certificates without synthetic LLM guesses.

50-Domain Batch

Parallel Concurrency

Enrich bulk lead tables and account lists concurrently in less than 1 second on the Growth Tier.

Self-Serve

$29/mo Transparent Pricing

No annual enterprise lock-in contracts or SDR calls. Upgrade, downgrade, or cancel anytime via Stripe Customer Portal.

Integration & FAQ

Frequently Asked Questions

Everything you need to know about integrating TokenEnrich into CrewAI with deterministic ~240-token payloads.

Integration

How do I install TokenEnrich into CrewAI?

Simply create an API key in your TokenEnrich console and paste the configuration snippet shown above into your CrewAI settings. It takes under 3 minutes with zero custom code.

Token Optimization

What is the difference between TokenEnrich and web scraping in CrewAI?

Web scraping extracts raw HTML (15,000+ tokens) which congests context windows and multiplies prompt costs. TokenEnrich queries the network wire directly, delivering verified B2B firmographics in ~240 clean tokens in 140ms.

Batch Concurrency

Can I run bulk lookups on thousands of domains?

Yes. TokenEnrich offers a parallel batch endpoint (POST /v1/enrich/batch) capable of resolving up to 50 domains simultaneously in under 1 second.

Start enriching leads in CrewAI in seconds.

50 free lookups included. Drop your API key directly into your workflow and eliminate prompt bloat today.

Get Free API Key → Read API Docs