Agent capability registry, discovery, and semantic matching
Project description
agent-marketplace
Agent capability registry, discovery, and semantic matching
Part of the AumOS open-source agent infrastructure portfolio.
Features
AgentCapabilityPydantic schema captures category, pricing model, quality metrics (accuracy, latency, throughput), SLA tiers, input/output schemas, and per-capability provider info- Three registry backends — in-memory, SQLite, and Redis — all implementing the
CapabilityStoreABC, with namespace support for multi-tenant deployments - Semantic search and keyword filtering via
DiscoveryClientwith aRankerthat scores candidates on quality metrics, trust score, and cost compatibility - Trust and reputation system with peer reviews, usage history, and a composite
TrustScorerthat aggregates reviewer ratings into a single trust signal MatchingEnginenegotiates capability requests against registered providers, handling partial matches and SLA compatibility checks- Import adapters for OpenAPI and AsyncAPI specs so existing API documentation can be ingested directly as capability registrations
- REST API server (
server.api) and health endpoint for embedding the marketplace as a sidecar service in larger agent deployments
Quick Start
Install from PyPI:
pip install agent-marketplace
Verify the installation:
agent-marketplace version
Basic usage:
import agent_marketplace
# See examples/01_quickstart.py for a working example
Documentation
Enterprise Upgrade
For production deployments requiring SLA-backed support and advanced integrations, contact the maintainers or see the commercial extensions documentation.
Contributing
Contributions are welcome. Please read CONTRIBUTING.md before opening a pull request.
License
Apache 2.0 — see LICENSE for full terms.
Part of AumOS — open-source agent infrastructure.
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