endpoints
AI Agents Framework Unified Endpoints Module Provides unified discovery, provider adapters, and server utilities for all PraisonAI serve features. Provider Types:- recipe: Recipe runner endpoints
- agents-api: Single/multi-agent HTTP API
- mcp: MCP server (stdio, http, sse)
- tools-mcp: Tools exposed as MCP server
- a2a: Agent-to-agent protocol
- a2u: Agent-to-user event stream
- openai-compat: OpenAI-compatible HTTP API
BaseProvider subclass under the praisonai.endpoint_providers
entry-point group::
[project.entry-points.”praisonai.endpoint_providers”]
acme = “acme_praison:AcmeProvider”
The plugin is then usable everywhere a built-in type is: praisonai endpoints types, praisonai endpoints invoke --type acme, and
praisonai.endpoints.registry.get_provider("acme").
praisonai.endpoints.providers is a deprecated spelling of the same
group. It is still read, but emits a DeprecationWarning.
Architecture:
- Discovery schema is versioned and consistent across all providers
- Provider adapters abstract protocol differences
- CLI client uses unified discovery for list/describe/invoke/health