How do I get an API Key for Freshteam?

Log in to your Freshteam account, click on your Profile Icon in the top right corner, select 'API Settings', and copy 'Your API Key'.

What is my 'Domain prefix'?

Your domain prefix is the first part of your Freshteam URL (e.g. if your URL is 'acme.freshteam.com', the prefix is 'acme').

Can I see all applicants for a specific job?

Yes! First use the 'list_job_postings' tool to get the Job ID, then use 'list_job_applicants' with that ID to see everyone who applied.

Is it possible to add a new employee via the agent?

Yes, use the 'create_employee_record' tool. Provide the first name, last name, and official email to instantly add them to your HRIS directory.

Freshteam MCP Server for LangChain 12 tools — connect in under 2 minutes

Name: Freshteam
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 12 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Freshteam through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "freshteam": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using Freshteam, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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Ed25519Audit chain

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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 Freshteam MCP Server

Connect your Freshteam account to any AI agent to automate your HR operations and recruitment workflows through the Model Context Protocol (MCP). Freshteam is the smart HR software by Freshworks that handles everything from recruiting and onboarding to time-off management. This MCP server enables you to manage your employee directory, track active job postings, and retrieve applicant data directly through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with Freshteam through native MCP adapters. Connect 12 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

Key Features

Employee Directory — List all employees, retrieve detailed HR profiles, and programmatically create new employee records.
Recruitment Tracking — Access your active job postings and list all applicants for specific roles to manage your hiring pipeline.
Applicant Discovery — Retrieve detailed candidate profiles and application statuses instantly.
Time-off Management — Monitor employee time-off requests and leave balances to ensure proper workforce coverage.
Organization Structure — Access configured departments, job roles, and office branches to understand your company's hierarchy.
Real-time Synchronization — Keep your HR data accessible to your AI assistant without leaving your primary workspace.

The Freshteam MCP Server exposes 12 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Freshteam to LangChain via MCP

Follow these steps to integrate the Freshteam MCP Server with LangChain.

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save the code and run python agent.py

Explore tools

The agent discovers 12 tools from Freshteam via MCP

Why Use LangChain with the Freshteam MCP Server

LangChain provides unique advantages when paired with Freshteam through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine Freshteam MCP tools with 500+ LangChain components

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

Memory and conversation persistence let agents maintain context across Freshteam queries for multi-turn workflows

Freshteam + LangChain Use Cases

Practical scenarios where LangChain combined with the Freshteam MCP Server delivers measurable value.

RAG with live data: combine Freshteam tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query Freshteam, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain Freshteam tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every Freshteam tool call, measure latency, and optimize your agent's performance

Freshteam MCP Tools for LangChain (12)

These 12 tools become available when you connect Freshteam to LangChain via MCP:

check_hris_status

Verify API connection

create_employee_record

Create an employee

get_applicant_details

Get candidate profile

get_employee_details

Get employee metadata

get_job_posting_details

Get job metadata

list_departments

List HR departments

list_employees

List HR employees

list_job_applicants

List job candidates

list_job_postings

List active job openings

list_job_roles

List job roles

list_office_branches

List office locations

list_time_off_requests

List leave requests

Example Prompts for Freshteam in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with Freshteam immediately.

"List all active job postings in Freshteam."

"Show me the HR profile for employee 'Jane Smith'."

"Create a new employee record for 'John Doe' (johndoe@email.com)."

Troubleshooting Freshteam MCP Server with LangChain

Common issues when connecting Freshteam to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Freshteam + LangChain FAQ

Common questions about integrating Freshteam MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.