Bring Text Generation
to OpenAI Agents SDK
Learn how to connect Jaicob to OpenAI Agents SDK and start using 6 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Jaicob MCP Server?
Connect your Jaicob account to any AI agent and leverage AI capabilities through natural conversation.
What you can do
- Text Generation — Generate content based on prompts with customizable parameters
- Content Analysis — Analyze text for sentiment, topics, and key insights
- Translation — Translate content between languages
- Summarization — Condense documents and long text into concise summaries
- Data Extraction — Extract structured data from unstructured text
How it works
1. Subscribe to this server
2. Enter your Jaicob API Key
3. Start using AI capabilities from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Content Teams — generate and analyze content at scale
- Developers — integrate AI text processing into workflows
- Analysts — extract insights and summarize large documents
Built-in capabilities (6)
Create a new candidate profile
List job applications
List all candidates in Jaicob
List client organizations
List recruitment leads
List all job vacancies
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 6 tools from Jaicob through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Jaicob, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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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
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Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
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First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Jaicob in OpenAI Agents SDK
Jaicob and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Jaicob to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Jaicob in OpenAI Agents SDK
The Jaicob 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. All 6 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Jaicob for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the Jaicob MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I generate and analyze content through the AI agent?
Yes. Use the generation tools with prompts and parameters. Use analysis tools to extract sentiment, topics, and key insights from any text.
How does Jaicob API authentication work?
Jaicob uses a custom x-api-key header (not Bearer) for all requests to api.jaicob.ai/v1. Your API key is generated from the Jaicob dashboard.
Can I translate content between languages?
Yes. The translation tools support multiple languages. Provide source text and target language for accurate translations.
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.