AI21 Labs MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Ai21 Chat Completion, Ai21 Contextual Answers, Ai21 Delete File, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect AI21 Labs through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this App Connector for OpenAI Agents SDK
The AI21 Labs app connector for OpenAI Agents SDK is a standout in the Ai Frontier category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="AI21 Labs Assistant",
instructions=(
"You help users interact with AI21 Labs. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from AI21 Labs"
)
print(result.final_output)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About AI21 Labs MCP Server
Connect your AI agent to the AI21 Studio API and take full control of state-of-the-art Natural Language Processing (NLP) workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from AI21 Labs through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries AI21 Labs, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Chat Orchestration — Leverage the blazing-fast Jamba models (e.g.,
jamba-1.5-mini) to generate high-fidelity conversational responses and structured text programmatically - Task-Specific NLP Intelligence — Access pre-trained specific endpoints to summarize long texts, correct grammar, paraphrase styles, and segment topics without complex prompting
- Document Intelligence & RAG — Programmatically manage your AI21 workspace library and extract high-fidelity contextual answers based strictly on provided documents
- Stylistic Optimization — Use specialized tools for text improvements and paraphrasing to coordinate your brand's digital voice across multiple languages
- Infrastructure Monitoring — Manage uploaded files and verify account-level API connectivity directly through your agent for instant performance reporting
The AI21 Labs MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 10 AI21 Labs tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to AI21 Labs through Vinkius, your AI agent gets direct access to every tool listed below — spanning ai21, jamba-models, nlp-api, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
g. jamba-1.5-mini) to generate a conversational response. Generate chat completions
Answer questions based on context
Delete a file
Get file details
Grammatical error correction
List uploaded files
Paraphrase text
Segment text by topic
Summarize text
Suggest stylistic improvements
Connect AI21 Labs to OpenAI Agents SDK via MCP
Follow these steps to wire AI21 Labs into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the AI21 Labs MCP Server
OpenAI Agents SDK provides unique advantages when paired with AI21 Labs through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
AI21 Labs + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the AI21 Labs MCP Server delivers measurable value.
Automated workflows: build agents that query AI21 Labs, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries AI21 Labs, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through AI21 Labs tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query AI21 Labs to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for AI21 Labs in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with AI21 Labs immediately.
"Fix the grammar in this text: 'he dont know what to did about the project'."
"Summarize this long document focusing only on 'Action Items'."
"Ask jamba-1.5-mini: 'Write a technical title for an AI API blog'."
Troubleshooting AI21 Labs MCP Server with OpenAI Agents SDK
Common issues when connecting AI21 Labs to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
AI21 Labs + OpenAI Agents SDK FAQ
Common questions about integrating AI21 Labs MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.