Bring Resume Parsing
to LlamaIndex
Create your Vinkius account to connect HrFlow.ai to LlamaIndex 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 HrFlow.ai MCP Server?
Empower your AI agents with HrFlow.ai's advanced talent acquisition capabilities. This MCP server allows you to parse resumes, search profiles and jobs with semantic filters, score candidates against job descriptions, and ask natural language questions about profiles. Ideal for automating recruitment workflows with AI-driven insights.
Built-in capabilities (10)
Asks a natural language question about a specific profile
Lists job boards
Lists jobs stored in HrFlow boards
Lists candidate profiles stored in HrFlow
Lists profile sources
Parses a resume file into a structured profile
Scores candidate profiles against a specific job
Searches for jobs with semantic filters
Searches for profiles with semantic filters
Analyzes and unfolds the career path of a profile
Why LlamaIndex?
LlamaIndex agents combine HrFlow.ai 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.
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Data-first architecture: LlamaIndex agents combine HrFlow.ai tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain HrFlow.ai tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query HrFlow.ai, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what HrFlow.ai tools were called, what data was returned, and how it influenced the final answer
HrFlow.ai in LlamaIndex
Why run HrFlow.ai with Vinkius?
The HrFlow.ai 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 HrFlow.ai using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
HrFlow.ai and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect HrFlow.ai to LlamaIndex 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
HrFlow.ai for LlamaIndex
Every request between LlamaIndex and HrFlow.ai 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 get HrFlow API credentials?
You can find your X-API-KEY in the HrFlow dashboard under Settings > API. You also need the email address of your account.
Can I parse PDF resumes with this MCP?
Yes, the parse_profile tool allows you to provide a public URL to a resume file for AI parsing.
What is profile asking?
It's an AI feature that lets you ask questions about a candidate's profile in plain English and get intelligent answers based on their data.
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 HrFlow.ai 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.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp
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