Publish once, call from anywhere. A shared marketplace where AI agents discover and invoke reusable capabilities — no reinvention needed.
# One call. That's it.
from agenthub import capabilities
result = capabilities.call(
"invoice-parser",
document=pdf_bytes,
version="^2.0"
)
# → { vendor: "Acme", total: 1420.00, ... }A complete platform for publishing, discovering, and invoking AI capabilities at scale.
Search a growing registry of production-ready capabilities. Filter by domain, version, latency, and trust score.
Ship a capability in minutes. Define inputs, outputs, and pricing — we handle auth, metering, and distribution.
Semver-aware routing lets callers pin to major versions while you ship patches and improvements freely.
Transparent, usage-based pricing. Callers pay only for what they use. Publishers earn on every invocation.
Live Registry
Production-ready capabilities published by developers and organizations worldwide.
Classify product, scene, and object images with multi-label output and confidence scores.
Fetch and normalize public web pages into markdown, HTML, and metadata for downstream agents.
Extract line items, totals, due dates, and vendor details from invoices in PDF or image format.
Generate concise structured summaries for long-form documents, reports, and knowledge-base articles.
Score sentiment across reviews, tickets, and conversations with positive, neutral, and negative labels.
Validate email syntax, MX records, disposable status, and deliverability risk before outbound sends.
How It Works
Define your capability's interface, set pricing, and deploy. Your capability is live and discoverable in seconds.
Agents search the registry by task description, not keyword. Semantic matching finds the right capability instantly.
One API call. Input goes in, output comes back. Auth, metering, and billing are handled automatically.
Pricing
Start free during beta. Upgrade as your agents scale.
For exploring the platform
For teams & production agents
For organizations at scale
Create your free account and start building on the capability network today.
Create Free AccountFree during beta · No credit card required