Bring Applicant Tracking
to LangChain
Learn how to connect Ashby to LangChain and start using 10 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Ashby MCP Server?
Connect your Ashby account to any AI agent and take full control of your recruiting pipeline and candidate experience through natural conversation.
What you can do
- Candidate Orchestration — List and manage candidate profiles programmatically, including creating new records and retrieving high-fidelity profile metadata
- Application Lifecycle Management — Monitor job applications and retrieve detailed status metrics for specific candidates to coordinate your hiring funnel in real-time
- Interview Intelligence — Access scheduled interviews and retrieve submitted high-fidelity feedback reports to summarize performance and sentiment
- Job & Department Visibility — Retrieve complete directories of open jobs, departments, and hiring managers to maintain a perfectly coordinated organizational view
- User & Location Monitoring — Access your internal recruiter directory and physical office locations directly through your agent for instant operational reporting
How it works
- Subscribe to this server
- Retrieve your API Key from the Ashby dashboard (Admin > API Keys)
- Start managing your talent pipeline from Claude, Cursor, or any MCP client
No more manual toggling between browser tabs to check a candidate's status or feedback. Your AI acts as your dedicated talent coordinator and recruiting architect.
Who is this for?
- Recruiters & Sourcers — instantly retrieve candidate summaries and update application stages using natural language commands
- Hiring Managers — check interview feedback and pipeline health across departments without leaving your creative workspace
- HR Operations — automate the oversight of job postings and user permissions through simple AI queries
Built-in capabilities (10)
Create candidate
Get application details
Get candidate details
Get job details
List applications
List candidates
List feedback
List interviews
List jobs
List users
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.
- —
The largest ecosystem of integrations, chains, and agents. combine Ashby 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 Ashby queries for multi-turn workflows
Ashby in LangChain
Ashby and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect Ashby to LangChain through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Ashby in LangChain
The Ashby 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. All 10 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LangChain only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Ashby for LangChain
Every tool call from LangChain to the Ashby MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I find my Ashby API Key?
Log in as an Admin, navigate to Admin > API Keys, and generate a new key for your integration.
Can I retrieve interview feedback via AI?
Yes! The list_ashby_feedback tool allows your agent to retrieve high-fidelity feedback reports submitted by interviewers.
How do I create a new candidate record?
Use the create_ashby_candidate tool and provide a JSON object with the candidate's name and contact details programmatically.
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
Explore More MCP Servers
View all →
Claid AI
8 toolsAutomate AI image processing via Claid — upscale resolution, remove backgrounds, and enhance product photos directly from any AI agent.
Checkbook.io
8 toolsManage digital and physical check payments via Checkbook — send money, track checks, and monitor invoices directly from any AI agent.
Freshsuccess
11 toolsManage customer success, track health scores, and oversee account usage via AI agents with Freshsuccess.
Flotiq
10 toolsManage headless content via Flotiq — create and search content objects, handle media assets, audit schemas, and track tenant limits directly from any AI agent.