treg.to / Catalog / People Data Labs
22 tools · 14 platform + BYOK · 8 BYOK only

People Data Labs: 22 tools, platform or your own key

Enrich a person or company, or search PDL's people and company datasets. 14 tools support treg's platform key. All 22 support your own People Data Labs key; 8 require it. Your own key always wins and treg does not meter those calls.
Start freeSee all 22 toolsAPI docs ↗
$1.00 of free credit once per new verified account · no card · platform tools need no provider signup
13 of 22 tools on this page are live-verified against the provider.
works in
ChatGPTClaudeClaude CodeCodexCursorGrokGemini CLI
What your agent can now do

People Data Labs, one prompt away

AGENT
ChatGPTClaudeClaude CodeCodexCursorGrokGemini CLI
fill in a person's profile from a LinkedIn URL or other identifier you already hold — job title, employer, seniority, location✓
find people by role, company or location — lead lists and prospects (sales leads)✓
search companies by industry, size or tech — account lists for lead generation✓
→
▚ treg
$ treg call pdl.x.ip-enrich
✓ 200 · $0.38/success
$ treg call pdl.people.enrich
✓ 200 · $0.38/success
$ treg call pdl.people.search
✓ 200 · $0.38/result
$ _
→
People Data LabsPLATFORM + BYOK
Enrich a person or company, or search PDL's people and company datasets.
⚒ 22 TOOLS · platform + BYOK

Enrichment · https://api.peopledatalabs.com/v5

Set up

Set up People Data Labs in Claude Code, Codex or any agent

1Give this to your agent
in your agent's chat
set up treg — https://treg.tracea.online/llms.txt
2Or add the MCP server yourself
claude code
claude mcp add --transport http treg https://treg.tracea.online/mcp

ChatGPT

Settings → Connectors → add https://treg.tracea.online/mcp as a custom connector.

Grok bot

Add https://treg.tracea.online/mcp as a remote MCP connector in its tool settings.

Claude Desktop

Settings → Connectors → Add custom connector → https://treg.tracea.online/mcp.

Cursor, Codex, any MCP client

Point it at https://treg.tracea.online/mcp (HTTP transport).

CLI

curl -fsSL https://treg.tracea.online/install.sh | sh

Plain HTTP

LangChain, CrewAI or any code: /call/<tool-id> + X-Treg-Token: <token>. No SDK.

Try it

What's the best way to ask?

the prompt
Using treg, fill in a person's profile from a LinkedIn URL or other identifier you already hold — job title, employer, seniority, location. Show me the price first.

Run one directly

a live-verified call
treg call pdl.x.ip-enrich --query ip=72.212.42.169 --query return_ip_location=true
Why treg.to

Why call People Data Labs through treg.to

No People Data Labs signup

Eligible tools run on treg.to's key, metered per call from a prepaid balance.

Price before the call

The provider's own rate, $0.000 markup. How billing works.

No subscription, no seats

Platform calls are charged per call. $1.00 free per new team, no card to start.

Your own People Data Labs key is free

Register it and those calls are never metered. Your key always wins.

Switch by changing a word

Another provider is a different word in the prompt, not a new integration.

One key, the whole catalog

The same token calls AI Ark, Akta by Wokelo, Apollo.io and 3,269 other tools.

The shelf

All 22 People Data Labs tools

People & contact data · 11 tools
  • Enrich a person by email, LinkedIn or name + company · Platform + BYOK · live-verified · $0.38/success
    Enrich a person from email, LinkedIn or name + company — job history, skills, contact pdl.people.enrich
    1 PDL credit per person returned (HTTP 200); a 404 is free. OBSERVED live 2026-07-31 - the response carried x-call-credits-spent 1 and x-call-credits-type enrich. Enriching the same person twice costs 2 credits, PDL does not de-duplicate. cost.usd stays null because there is no public $/credit - the rate is plan-negotiated - so this is a verified CREDIT count, not a verified dollar figure.
  • Search people by title, company, skills or location · Platform + BYOK · live-verified · $0.38/result
    Search PDL people by title, company, seniority, skills or location — pays per record pdl.people.search
    1 PDL credit PER RECORD in the data array — a size=100 call costs 100 credits, a size=1000 POST costs 1000. A query matching nothing is free.
  • Enrich a raw job title · Platform + BYOK · helper · live-verified · $0.38/success
    Enrich a job_title pdl.x.job-title-enrich
    billed like other enrich routes — 1 credit per matched title; NOT free despite looking like a lookup utility
  • Clean and standardize a free-text location · Platform + BYOK · helper · live-verified · free
    Clean company, school and location data that you employ in your API queries pdl.x.location-clean
    free — 10 requests/minute, 10,000/month
  • Recover all profiles for one identity by email or name · Platform + BYOK · live-verified · $0.38/success
    Recover all related profiles for an identity pdl.x.person-identify
    flat 1 credit per call regardless of profiles returned; PDL does not publish a flat $/credit
  • Search people (POST, size up to 1000) · Platform + BYOK · live-verified · $0.38/result
    Search PDL people by title, company, seniority, skills or location — pays per record pdl.x.person-search-post
    1 credit PER RECORD in the data array; a size=1000 call costs 1000 credits
  • Clean and standardize a school identifier · Platform + BYOK · helper · live-verified · free
    Clean company, school and location data that you employ in your API queries pdl.x.school-clean
    free — 10 requests/minute, 10,000/month
  • Preview a person enrichment by email, name or phone · BYOK only · No treg charge; upstream own account
    Enrich a person record on a variety of fields and receive a preview record in return pdl.x.person-enrich-preview
    PDL bills a preview at a reduced credit rate vs a full enrich; exact rate is plan-negotiated, not published
  • Up to 100 person records by PDL id in one call · Platform + BYOK · $0.38/success
    Retrieves up to 100 person records based on a PDL ID. pdl.x.person-retrieve-bulk
    1 credit per record returned
  • A person record by PDL id · Platform + BYOK · $0.38/success
    Retrieves a person based on a PDL ID. pdl.x.person-retrieve-by-id
    billed like enrich — 1 credit on a hit
  • Submit person opt-out request · BYOK only · helper · No treg charge; upstream
    Submit a GDPR/CCPA data subject request (e.g. opt-out) for a person record pdl.x.person-subjectrequest
The provider account itself — usage, quota, balance (not a content platform) · 6 tools
  • Autocomplete filter values (free key check) · BYOK only · helper · live-verified · No treg charge; upstream free
    Check the key works and get suggested values for a filter field (free — 0 credits) pdl.account.usage
    free — PDL states all active keys have free access to Autocomplete, and a live call 2026-07-31 returned no x-call-credits-spent header at all, only the rate-limit ones. Rate-limited to 60/min and 1,000/day. The Cleaner APIs (/company/clean, /location/clean, /school/clean) are likewise free, 10,000/month
  • Create a subscription · BYOK only · account management · No treg charge; upstream
    Create a subscription that streams matching records to a webhook or dataset on an ongoing basis pdl.x.subscription-create
  • Delete a subscription · BYOK only · account management · No treg charge; upstream
    Delete an existing subscription pdl.x.subscription-delete
  • Get a subscription by ID · BYOK only · account management · No treg charge; upstream
    Retrieve a single subscription's details pdl.x.subscription-get
  • List active subscriptions · BYOK only · account management · No treg charge; upstream
    List subscriptions on the account pdl.x.subscription-list
  • Update a subscription · BYOK only · account management · No treg charge; upstream
    Update an existing subscription's parameters pdl.x.subscription-update
Company data · 4 tools
  • Enrich a company by website, name or ticker · Platform + BYOK · live-verified · $0.38/success
    Enrich a company from website, name or ticker — industry, size, founded, location pdl.companies.enrich
    1 PDL credit per company returned; a 404 is free.
  • Search companies by industry, headcount or location · Platform + BYOK · live-verified · $0.38/result
    Search PDL companies by industry, headcount, location or tags — pays per record pdl.companies.search
    1 PDL credit PER RECORD returned; `size` is the cost dial. OBSERVED live 2026-07-31 - a size=1 call returning 1 record carried x-call-credits-spent 1, x-call-credits-type search_company, and left the enrich allowance (x-totallimit-remaining) untouched: search bills a different meter.
  • Clean and standardize a company identifier · Platform + BYOK · helper · live-verified · free
    Clean company, school and location data that you employ in your API queries pdl.x.company-clean
    free — 10 requests/minute, 10,000/month
  • Search companies (POST) · Platform + BYOK · live-verified · $0.38/result
    Search PDL companies by industry, headcount, location or tags — pays per record pdl.x.company-search-post
    1 credit PER RECORD returned
Open web & SEO data · 1 tools
  • Enrich an IP address — location, company behind it · Platform + BYOK · live-verified · $0.38/success
    Enrich data on an IP by performing a one-to-one match of this IP with the nearly 2 Billion IPs hosted in our dataset, returning location, company, and metadata pdl.x.ip-enrich
    charged per match on HTTP 200; a 404 is free — 1 credit per successful lookup

Reliability badges come from live traffic through treg.to. Live-verified means a successful provider check; it does not verify every request variant.

Used in

Jobs People Data Labs does, compared with the other providers

Person enrichment API: a full profile from an email or LinkedIn URL

Every provider that does this job, side by side: price per billing unit, measured success rate and speed.

AI people search and LinkedIn email finder: contacts by title or company

Every provider that does this job, side by side: price per billing unit, measured success rate and speed.

Company enrichment API: domain to firmographics, providers compared on price and fill

Every provider that does this job, side by side: price per billing unit, measured success rate and speed.

Companies by industry: build a company list by industry, size, location or tech stack through one key

Every provider that does this job, side by side: price per billing unit, measured success rate and speed.

Related

Same jobs, other providers

These providers answer some of the same capabilities as People Data Labs. The platform pages show them on one row with rate and coverage; choosing is yours, treg.to does not route between providers automatically.

also on the catalog
AI ArkAkta by WokeloApollo.ioAviatoContext.devBright DataCompanyEnrichContactOutCoresignalCrunchbaseCrustdataDatagma
Questions

Before you start

Do I need a People Data Labs account?

For 14 platform tools, no. The other 8 require your own People Data Labs key. All 22 accept your own key, and treg never meters BYOK calls.

What does a call cost?

Each tool on this page shows its rate; the cheapest is $0.38/success. The rate is the provider's own and treg.to adds no markup; it is billed per call from a prepaid balance. It is not People Data Labs's subscription pricing, which is on their own site. New teams start with $1.00 of free credit.

How do I add People Data Labs to Claude Code?

Run: claude mcp add --transport http treg https://treg.tracea.online/mcp. One MCP server carries People Data Labs and the rest of the catalog.

Which frameworks does it work with?

Anything that speaks MCP (Claude Code, Claude Desktop, ChatGPT, Codex, Cursor, Grok) and anything that can make an HTTP request (LangChain, CrewAI, LlamaIndex, plain code).

Is this the official People Data Labs MCP server?

No. treg.to serves People Data Labs's real API through its own metered proxy: the request is the provider's own, the credential is injected server-side, and the answer is relayed verbatim. The official People Data Labs channels are linked above.