Recruit CRM MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Create Candidate, Create Job, Get Candidate Details, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Recruit CRM 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 Recruit CRM app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 12 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="Recruit CRM Assistant",
instructions=(
"You help users interact with Recruit CRM. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Recruit CRM"
)
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 Recruit CRM MCP Server
What you can do
- List and manage candidates in your recruitment database in real-time.
- Track job vacancies, requirements, and application pipelines.
- Access client company details and key contacts directly from your AI agent.
- Create new candidates and job postings with simple commands.
Who is it for?
- Recruitment agencies looking for automated ATS and CRM control.
- HR teams managing a high volume of candidates and job postings.
- Hiring managers tracking pipeline status and decision makers.
The OpenAI Agents SDK auto-discovers all 12 tools from Recruit CRM through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Recruit CRM, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
The Recruit CRM MCP Server exposes 12 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 12 Recruit CRM tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Recruit CRM through Vinkius, your AI agent gets direct access to every tool listed below — spanning recruitment, ats, crm, 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 a new candidate
Create a new job posting
Get details of a specific candidate
Get details of a specific company
Get details of a specific contact
Get details of a specific job
Get account information
List recruitment candidates
List client companies
List client contacts
List candidates assigned to a job
List job vacancies
Connect Recruit CRM to OpenAI Agents SDK via MCP
Follow these steps to wire Recruit CRM 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 Recruit CRM MCP Server
OpenAI Agents SDK provides unique advantages when paired with Recruit CRM 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
Recruit CRM + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Recruit CRM MCP Server delivers measurable value.
Automated workflows: build agents that query Recruit CRM, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Recruit CRM, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Recruit CRM tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Recruit CRM to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Recruit CRM in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Recruit CRM immediately.
"List all active jobs in Recruit CRM."
"Show me all candidates in the final interview stage across all open positions."
"Add a new candidate to the Senior Backend Engineer position and schedule a first-round interview."
Troubleshooting Recruit CRM MCP Server with OpenAI Agents SDK
Common issues when connecting Recruit CRM to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Recruit CRM + OpenAI Agents SDK FAQ
Common questions about integrating Recruit CRM 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.