4,000+ servers built on vurb.ts
Vinkius
LlamaIndexFramework
LlamaIndex
Ashby MCP Server

Bring Applicant Tracking
to LlamaIndex

Learn how to connect Ashby to LlamaIndex and start using 10 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Create Ashby CandidateGet Ashby ApplicationGet Ashby CandidateGet Ashby JobList Ashby ApplicationsList Ashby CandidatesList Ashby FeedbackList Ashby InterviewsList Ashby JobsList Ashby Users

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
Ashby

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

  1. Subscribe to this server
  2. Retrieve your API Key from the Ashby dashboard (Admin > API Keys)
  3. 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_ashby_candidate

Create candidate

get_ashby_application

Get application details

get_ashby_candidate

Get candidate details

get_ashby_job

Get job details

list_ashby_applications

List applications

list_ashby_candidates

List candidates

list_ashby_feedback

List feedback

list_ashby_interviews

List interviews

list_ashby_jobs

List jobs

list_ashby_users

List users

Why LlamaIndex?

LlamaIndex agents combine Ashby tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

  • Data-first architecture: LlamaIndex agents combine Ashby tool responses with indexed documents for comprehensive, grounded answers

  • Query pipeline framework lets you chain Ashby tool calls with transformations, filters, and re-rankers in a typed pipeline

  • Multi-source reasoning: agents can query Ashby, a vector store, and a SQL database in a single turn and synthesize results

  • Observability integrations show exactly what Ashby tools were called, what data was returned, and how it influenced the final answer

L
See it in action

Ashby in LlamaIndex

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

Ashby and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect Ashby to LlamaIndex 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.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for Ashby in LlamaIndex

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 LlamaIndex 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.

Ashby
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
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

The Vinkius Advantage

How Vinkius secures Ashby for LlamaIndex

Every tool call from LlamaIndex to the Ashby MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

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.

02

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.

03

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.

04

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

05

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Ashby tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.

06

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

07

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

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