Bring Applicant Tracking
to LangChain
Create your Vinkius account to connect Ashby 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 Ashby MCP Server?
The Ashby MCP Server provides a direct natural language interface to your Ashby recruiting platform. Empower your AI agent to manage your hiring pipeline, from job listing analysis to candidate search and application tracking.
Key Features
- Job Management — List all open, closed, and archived jobs, and retrieve detailed metadata for any specific position.
- Candidate Sourcing — Search for candidates by name or email and access full profiles, including tags and contact details.
- Application Tracking — Monitor the status of job applications and filter by job ID or workflow stage (e.g., Hired, Lead).
- Interview Oversight — Retrieve lists of scheduled interviews to stay on top of your recruiting calendar.
- Search Intelligence — Use powerful search tools to quickly find the right talent or job openings in your organization.
- Secure Integration — Uses secure HTTP Basic Authentication with your Ashby API key.
Who is this for?
- Recruiters — Quickly audit your pipeline and candidate statuses without switching between multiple tabs.
- Hiring Managers — Review candidate profiles and job details using AI-assisted summaries during your planning sessions.
- Talent Ops — Monitor hiring trends and ensure all applications are being processed efficiently.
Built-in capabilities (10)
Verify Ashby account connection
Get details for a specific application
Get detailed information for a specific candidate
Get detailed information for a specific job
List all job applications
List all candidates in Ashby
List all interviews
Supports status filtering. List all job listings in Ashby
Search for candidates by email or name
Search for jobs by title
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Ashby 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 Ashby 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 Ashby queries for multi-turn workflows
Ashby in LangChain
Why run Ashby with Vinkius?
The Ashby 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 Ashby using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Ashby and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Ashby 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
Ashby for LangChain
Every request between LangChain and Ashby 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 find my Ashby API Key?
Log in to Ashby, go to Admin > API Keys, and click Create API Key. Ensure you grant the necessary permissions (e.g., jobsRead, candidatesRead).
Why does this server use POST for all requests?
The Ashby API is designed as an RPC-style API where even data retrieval (reading) endpoints require a POST request with a JSON body.
Can I search for candidates by email?
Yes, use the search_candidates tool and provide the email parameter to find a specific candidate in your database.
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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