How to Use the JokeAPI MCP in AutoGen

Enable AutoGen agents to debate and negotiate humor selection using the JokeAPI MCP server.

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Connect JokeAPI MCP to AutoGen

Create your Vinkius account to connect JokeAPI to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup JokeAPI with AutoGen

Ask AI about this MCP

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Claude

Perplexity

Agents debate joke selection

Assign `get_joke` to your assistant agents. If multiple agents exist, they can discuss which category or joke type fits the user intent best. The agents negotiate the final output based on their specific roles. One agent might focus on safety while another pushes for comedic engagement.

Consensus on joke categories

Use `list_joke_categories` to feed the debate. Agents review the list to agree on a category that matches the current conversation tone. This prevents off-topic responses by forcing agents to reach a consensus before calling the retrieval tool. It creates a more controlled interaction.

Multi-agent batch processing

Call `list_jokes` to provide a pool of options for your agents to evaluate. They compare the jokes and select the one that meets their collective criteria. This approach works well for complex systems where decision-making is distributed. The agents filter the results based on their internal rules.

Setup guide

Set up JokeAPI MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes JokeAPI tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="JokeAPI_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent JokeAPI data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="JokeAPI_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent JokeAPI data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by JokeAPI. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about JokeAPI MCP in AutoGen

Import the MCP server tools into your agent configuration. The adapter handles the schema conversion, making the joke functions available to your agents immediately.

Yes, agents can evaluate multiple jokes retrieved by the tool. They challenge each other to find the best fit for the user.

Absolutely. Multiple agents can share access to the same tools, allowing them to collaborate on fetching and filtering content.

It does. The tool adapter allows seamless integration into your assistant agents, supporting the debate-driven nature of your system.

Your interactions are ephemeral and isolated within the Vinkius sandbox. The server only processes the jokes requested, keeping your environment and data secure.

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