Bring Llm Gateway
to OpenAI Agents SDK
Create your Vinkius account to connect TrueFoundry to OpenAI Agents SDK and start using all 8 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the TrueFoundry MCP Server?
What you can do
Connect AI agents to TrueFoundry's dual-architecture matrix encompassing both an AI Gateway and a Deployment Orchestrator:
- Route LLM prompts securely utilizing a unified endpoint connecting to OpenAI, Anthropic, Gemini, Llama, and more
- Manage LLM Embeddings mapping strings flawlessly through secure unified channels
- Discover Gateway Models identifying exact runtime limitations and contexts
- Orchestrate MCP Containers deploying new AI server topology straight onto infrastructure limits
- Monitor Active Deployments generating status, usage array metrics, and isolation limits natively
- List MCP Schemas utilizing the managed TrueFoundry MCP discovery engine array
- Execute Chat streams dynamically routing user contexts purely bound without touching distinct API keys
How it works
- Generate your TrueFoundry credentials fetching your Personal Access Token from settings
- Identify your dedicated cluster URL (your exclusive TrueFoundry endpoint domain)
- Request inference executions bounding strictly the proxy routes, completely isolating original vendor APIs from your codebase
- Govern deploy processes natively bypassing complex container matrix orchestrations
Who is this for?
Essential for Platform Operations teams, AI Engineers, and Software Architects desiring an integrated hub that strips out the N-by-M fragmentation of multiple LLM pipelines and multiple MCP tool servers into a single secure plane.
Built-in capabilities (8)
Spawn a new backend container logical process using TrueFoundry service mesh
Calculate semantic vectors securely using the unifed abstraction
Emit detailed metric states on the orchestration matrix bounds
Extract exact JSON metadata of one registered TrueFoundry tool schema
Monitor the existing array of running backend topologies mapped to the team
List all accessible foundation models from the TrueFoundry unified AI gateway
Extract registry mapping of all available logical MCP Tools in TrueFoundry
g., openai/gpt-4o) mapping the true chat parameter to the gateway. Perform inference explicitly pushing a model query string through TrueFoundry
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 8 tools from TrueFoundry through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries TrueFoundry, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
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
TrueFoundry in OpenAI Agents SDK
Why run TrueFoundry with Vinkius?
The TrueFoundry connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 8 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect TrueFoundry using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
TrueFoundry and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect TrueFoundry to OpenAI Agents SDK through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
TrueFoundry for OpenAI Agents SDK
Every request between OpenAI Agents SDK and TrueFoundry is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can I route conversational streams directly via the AI agent using the Universal Gateway?
Yes! You can orchestrate inferences parsing run_gateway_chat providing dedicated string formats mapping natively any enabled model.
Is it possible to monitor crashed services or container states?
Absolutely. Target the instance ID and emit get_deployment_status explicitly bounding execution limits and fetching live log matrices.
Are the deployment configuration variables isolated upon server launch?
Yes, using deploy_mcp_server dynamically provisions encapsulated boundaries. You stringify environment tokens seamlessly obscuring values into active runtimes only.
How does the OpenAI Agents SDK connect to MCP?
Use 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?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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