Bring Data Enrichment
to LlamaIndex
Learn how to connect PeopleDB 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 PeopleDB MCP Server?
Empower your sales and data teams by integrating People Data Labs directly into your AI workflows. Your AI agent can tap into a database of over 3 billion records to automatically enrich incomplete lead profiles, verify email deliverability on the fly, and standardize messy CRM records before outreach campaigns.
What you can do
- Enrich person and company profiles
- Search people and companies with SQL-like filters
- Verify email deliverability
- Identify people from partial data
- Clean and standardize names, locations, and company names
How it works
1. Subscribe to PeopleDB (PeopleDataLabs) 2. Generate your API key in the dashboard 3. Start enriching your contacts securely via VinkiusWho is it for?
Ideal for sales teams, marketers, and developers looking to clean and enrich B2B contact lists instantly.Built-in capabilities (12)
Autocomplete field values
Bulk enrich people
Clean a company name
Clean a location
Clean a name
Enrich a company
Enrich a person
Check credit balance
Identify a person
Search companies
Search people
Verify an email
Why LlamaIndex?
LlamaIndex agents combine PeopleDB 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 PeopleDB tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain PeopleDB tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query PeopleDB, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what PeopleDB tools were called, what data was returned, and how it influenced the final answer
PeopleDB in LlamaIndex
PeopleDB and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect PeopleDB 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 PeopleDB in LlamaIndex
The PeopleDB 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
PeopleDB for LlamaIndex
Every tool call from LlamaIndex to the PeopleDB MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How does person enrichment work?
Provide an email, LinkedIn URL, name+company, or phone number and receive full professional profile including title, company, skills, education, and social links.
Can I clean messy data?
Yes, use cleaner tools to standardize names into first/middle/last, locations into city/region/country, and company names into canonical forms.
Is email verification supported?
Yes, you can directly verify if an email address is valid, deliverable, and safe to use in your outbound campaigns.
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 PeopleDB 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