Bring Recruitment
to LlamaIndex
Learn how to connect Recruit CRM to LlamaIndex and start using 12 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Recruit CRM MCP Server?
What you can do
- List and manage candidates in your recruitment database in real-time.
- Track job vacancies, requirements, and application pipelines.
- Access client company details and key contacts directly from your AI agent.
- Create new candidates and job postings with simple commands.
How it works
1. Obtain your API Token from Recruit CRM under Admin Settings > Account Management > API Token. 2. Enter your API Token in Vinkius platform. 3. Start chatting with your Recruit CRM agent to automate your recruitment workflows.Who is it for?
- Recruitment agencies looking for automated ATS and CRM control.
- HR teams managing a high volume of candidates and job postings.
- Hiring managers tracking pipeline status and decision makers.
Built-in capabilities (12)
Add a new candidate
Create a new job posting
Get details of a specific candidate
Get details of a specific company
Get details of a specific contact
Get details of a specific job
Get account information
List recruitment candidates
List client companies
List client contacts
List candidates assigned to a job
List job vacancies
Why LlamaIndex?
LlamaIndex agents combine Recruit CRM tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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.
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Data-first architecture: LlamaIndex agents combine Recruit CRM tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain Recruit CRM tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query Recruit CRM, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what Recruit CRM tools were called, what data was returned, and how it influenced the final answer
Recruit CRM in LlamaIndex
Recruit CRM and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Recruit CRM 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.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ 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 Recruit CRM in LlamaIndex
The Recruit CRM 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 12 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.

* 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
Recruit CRM for LlamaIndex
Every tool call from LlamaIndex to the Recruit CRM 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 get my API Token?
Log in to Recruit CRM and go to Admin Settings > Account Management > API Token to generate your token.
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.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query Recruit CRM tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
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Install: pip install llama-index-tools-mcp
