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RecruSpace MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 11 tools to Add Candidate, Create Talent Pool, Get Candidate Details, and more

Built by Vinkius GDPR 11 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect RecruSpace through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The RecruSpace app connector for OpenAI Agents SDK is a standout in the Industry Titans category — giving your AI agent 11 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

python
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="RecruSpace Assistant",
            instructions=(
                "You help users interact with RecruSpace. "
                "You have access to 11 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from RecruSpace"
        )
        print(result.final_output)

asyncio.run(main())
RecruSpace
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 RecruSpace MCP Server

Connect your RecruSpace account to any AI agent to streamline your hiring and talent orchestration through natural conversation. RecruSpace provides a modern recruitment platform for programmatically managing candidates, organizing talent pools, and tracking job post statuses through its robust API.

The OpenAI Agents SDK auto-discovers all 11 tools from RecruSpace through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries RecruSpace, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Candidate & Applicant Orchestration — List all managed candidates and add new potential hires with detailed profile metadata programmatically.
  • Talent Pool Intelligence — Access and monitor your talent pools and create new collections to organize your recruitment pipeline directly from the AI interface.
  • Job Post Lifecycle Management — List all active job posts and retrieve detailed metadata to maintain a clear overview of your hiring needs via natural language.
  • Candidate Deep-Dive — Retrieve granular details for specific candidates to understand full context and qualification metrics.
  • Operational Monitoring — Track system activity and manage recruitment metadata using simple AI commands.

The RecruSpace MCP Server exposes 11 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 11 RecruSpace tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to RecruSpace through Vinkius, your AI agent gets direct access to every tool listed below — spanning recruspace, recruitment-api, hr-technology, 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.

add_candidate

Pass data as a JSON string. Add a new candidate

create_talent_pool

Create a new talent pool

get_candidate_details

Get specific candidate details

get_job

Get details for a specific job posting

get_talent_pool

Get details for a talent pool

list_candidates

List all candidates

list_interviews

List all scheduled interviews

list_jobs

List all job posts

list_pipelines

List all hiring pipelines

list_talent_pools

List all talent pools

update_candidate

Update candidate information

Connect RecruSpace to OpenAI Agents SDK via MCP

Follow these steps to wire RecruSpace into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 11 tools from RecruSpace

Why Use OpenAI Agents SDK with the RecruSpace MCP Server

OpenAI Agents SDK provides unique advantages when paired with RecruSpace through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

RecruSpace + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the RecruSpace MCP Server delivers measurable value.

01

Automated workflows: build agents that query RecruSpace, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries RecruSpace, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through RecruSpace tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query RecruSpace to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for RecruSpace in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with RecruSpace immediately.

01

"List all active candidates in RecruSpace."

02

"Show me all active job postings with their application counts and pipeline status."

03

"Add a new candidate to the talent pool for future engineering roles."

Troubleshooting RecruSpace MCP Server with OpenAI Agents SDK

Common issues when connecting RecruSpace to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

RecruSpace + OpenAI Agents SDK FAQ

Common questions about integrating RecruSpace MCP Server with OpenAI Agents SDK.

01

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.
02

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.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.