Bring Applicant Tracking
to LangChain
Create your Vinkius account to connect Moka HR to LangChain and start using all 10 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 Moka HR MCP Server?
Empower your AI agent to orchestrate your recruitment lifecycle with Moka HR, the premier applicant tracking system for modern high-growth companies. By connecting Moka to your agent, you transform complex candidate tracking, job management, and interview coordination into a natural conversation. Your agent can instantly list open positions, retrieve candidate profiles, monitor interview schedules, and even provide recruitment summaries without you needing to navigate the complex Moka dashboard. Whether you are a hiring manager or a recruiter, your agent acts as a real-time talent assistant, keeping your hiring pipeline organized and your recruitment process efficient.
What you can do
- Job Orchestration — List all active job postings and retrieve detailed requirements for any position.
- Candidate Management — Browse recruitment pipelines and manage candidate profiles, including contact details and history.
- Interview Tracking — Monitor scheduled interviews and retrieve session details instantly.
- Application Control — Manage the relationship between candidates and specific job applications.
- Hiring Insights — Retrieve high-level summaries of recruitment activity and pipeline statistics.
How it works
- Subscribe to this server
- Enter your Moka API Key
- Start managing your recruitment workflow through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Recruiters — track candidate progress and manage job postings through natural language queries.
- Hiring Managers — monitor interview schedules and review candidate details directly from your AI-powered workspace.
- HR Operations — oversee multiple recruitment pipelines and audit activity summaries across the organization.
- Moka Power Users — integrate your existing recruitment workflows into your AI-driven daily routines.
Built-in capabilities (10)
Add new candidate
Get application details
Get candidate details
Get recruitment summary
Get interview details
Get job details
List job applications
List candidates
List scheduled interviews
List open job positions
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Moka HR through native MCP adapters. Connect 10 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.
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The largest ecosystem of integrations, chains, and agents. combine Moka HR MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Moka HR queries for multi-turn workflows
Moka HR in LangChain
Why run Moka HR with Vinkius?
The Moka HR 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 10 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 Moka HR using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Moka HR and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Moka HR to LangChain 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
Moka HR for LangChain
Every request between LangChain and Moka HR 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
How do I obtain a Moka API Key?
You must contact your Moka Customer Success Manager (CSM) to enable the API Platform feature and receive your unique API Key.
Can I see interview schedules for my team?
Yes. Use the list_interviews tool to see upcoming sessions. You can then use get_interview with a specific ID to see the full details, including participants and meeting links.
Is it possible to add a new candidate through the agent?
Yes! Use the create_candidate tool. You will need to provide the candidate's name and email address. You can also optionally include their mobile number.
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.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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