Server: Unified

Deploy a unified server with all PraisonAI providers

Deploy a unified server that combines all PraisonAI provider types in a single endpoint.

CLI

pip install "praisonai[serve]"
export OPENAI_API_KEY="your-key"

# Start unified server
praisonai serve unified --port 8765

Expected Output:

🚀 Starting Unified PraisonAI Server...
   Host: 127.0.0.1
   Port: 8765
   Providers: agents-api, recipe, mcp, a2a, a2u
📡 Discovery: http://127.0.0.1:8765/__praisonai__/discovery
✅ Server started at http://127.0.0.1:8765

Python

from fastapi import FastAPI
import uvicorn
from praisonaiagents import Agent

app = FastAPI(title="PraisonAI Unified Server")

# Create agents
assistant = Agent(
    name="Assistant",
    role="Helpful AI Assistant",
    goal="Help users with their questions",
    llm="gpt-4o-mini"
)

# Discovery endpoint
@app.get("/__praisonai__/discovery")
async def discovery():
    return {
        "schema_version": "1.0.0",
        "server_name": "praisonai-unified",
        "providers": [
            {"type": "agents-api", "name": "Agents API"},
            {"type": "recipe", "name": "Recipe Runner"},
            {"type": "mcp", "name": "MCP Server"},
            {"type": "a2a", "name": "A2A Protocol"},
            {"type": "a2u", "name": "A2U Event Stream"},
        ],
        "endpoints": [
            {"name": "agents", "provider_type": "agents-api"},
            {"name": "agent", "provider_type": "agents-api"},
            {"name": "mcp/tools", "provider_type": "mcp"},
            {"name": "a2a", "provider_type": "a2a"},
            {"name": "a2u/events", "provider_type": "a2u"},
        ]
    }

# Health endpoint
@app.get("/health")
async def health():
    return {"status": "healthy", "providers": 5}

# Agent endpoint
@app.post("/agent")
async def query_agent(request: dict):
    query = request.get("query", "")
    response = assistant.chat(query)
    return {"response": response}

uvicorn.run(app, host="0.0.0.0", port=8765)

Unified Endpoints

Endpoint	Method	Provider	Description
/__praisonai__/discovery	GET	-	Discovery document
/health	GET	-	Health check
/agents	POST	agents-api	Multi-agent router
/agent	POST	agents-api	Single agent
/mcp/tools	GET	mcp	List MCP tools
/mcp/tools/call	POST	mcp	Call MCP tool
/.well-known/agent.json	GET	a2a	A2A agent card
/a2a	POST	a2a	A2A messages
/a2u/info	GET	a2u	A2U info
/a2u/events/<stream>	GET	a2u	A2U event stream

Discovery Document

curl http://localhost:8765/__praisonai__/discovery

Response:

{
  "schema_version": "1.0.0",
  "server_name": "praisonai-unified",
  "providers": [
    {"type": "agents-api", "name": "Agents API", "capabilities": ["invoke", "health"]},
    {"type": "recipe", "name": "Recipe Runner", "capabilities": ["list", "describe", "invoke"]},
    {"type": "mcp", "name": "MCP Server", "capabilities": ["list-tools", "call-tool"]},
    {"type": "a2a", "name": "A2A Protocol", "capabilities": ["agent-card", "message-send"]},
    {"type": "a2u", "name": "A2U Event Stream", "capabilities": ["subscribe", "stream"]}
  ],
  "endpoints": [...]
}

Client Usage

Use the unified endpoints CLI to interact with any provider:

# List all endpoints
praisonai endpoints list --url http://localhost:8765

# Filter by provider type
praisonai endpoints list --url http://localhost:8765 --type agents-api

# Get discovery document
praisonai endpoints discovery --url http://localhost:8765

# Health check
praisonai endpoints health --url http://localhost:8765

CLI Options

Option	Default	Description
--port	8765	Server port
--host	127.0.0.1	Server host
--api-key	-	API key for authentication
--file	agents.yaml	Agents configuration file

Provider Types

Type	Description
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

Troubleshooting

Issue	Fix
Port in use	lsof -i :8765
Missing deps	pip install "praisonai[serve]"
No API key	export OPENAI_API_KEY="your-key"
Provider not found	Check discovery document

Related

• Endpoints CLI - Client for all server types
• Serve CLI - All serve commands
• A2A Server - Agent-to-agent protocol
• A2U Server - Agent-to-user events
• Agents Server - HTTP API server