# People Data Labs — MCP server on mcp.ai
> Connect your People Data Labs account and use 24 tools for analytics straight from your AI agent. Connect with your own API key. PeopleDataLabs provides B2B data enrichment and identity resolution, empowering organizations to build enriched user profiles and validate customer information.

By: mcp.ai · official
Page: https://mcp.ai/peopledatalabs

## Connect (MCP protocol)
Remote MCP endpoint (HTTP, streamable): https://api.mcp.ai/p_peopledatalabs?ms=1787291400000
Add it as a custom/remote MCP connector, then authenticate when prompted.

## REST API (no MCP client required)
Every tool is also a REST endpoint, authed with a workspace API key.
Discover: GET https://api.mcp.ai/api/peopledatalabs/_endpoints   # public; lists every endpoint
Call:     POST https://api.mcp.ai/api/peopledatalabs/<endpoint>
  Authorization: Bearer sk_live_…   # create one at https://mcp.ai/settings/api-keys
  Content-Type: application/json
  Body: { …args }   →   { "ok": true, "tool": "<id>", "result": { … } }

## Developer docs
How to use (MCP or REST), markdown: https://mcp.ai/peopledatalabs/skill.md
Postman collection (v2.1): https://mcp.ai/peopledatalabs/postman.json

## Tools
- peopledatalabs_clean_company_data(name?: string, pretty?: boolean, profile?: string, website?: string) — Cleans and standardizes company information based on a name, website, or profile URL; providing at least one of these inputs is highly recommended for meaningful results.
- peopledatalabs_clean_company_post(name?: string, pretty?: boolean, profile?: string, website?: string) — Tool to clean and standardize company data using POST method. Use when you need to standardize company information by providing company name, website, or social profile. Returns standardized company i
- peopledatalabs_clean_location_data(location: string) — Cleans and standardizes a raw, unformatted location string into a structured representation, provided the input is a recognizable geographical place.
- peopledatalabs_clean_location_post(pretty?: boolean, location: string) — Tool to clean and standardize location data using POST method. Use when you need to normalize raw location strings into structured location information including city, region, and country.
- peopledatalabs_clean_school_data(name?: string, pretty?: boolean, profile?: string, website?: string) — Cleans and standardizes school information; provide at least one of the school's name, website, or profile for optimal results.
- peopledatalabs_clean_school_data_post(name?: string, pretty?: boolean, profile?: string, website?: string) — Tool to clean and standardize school data using POST method. Use when you need to clean school information by providing name, website, or profile.
- peopledatalabs_enrich_bulk_company_data(requests: object[]) — Tool to enrich up to 100 companies in a single request using the Bulk Company Enrichment API. Use when you need to enrich multiple company profiles efficiently. Each request must include at least one 
- peopledatalabs_enrich_bulk_person_data(requests: object[]) — Tool to enrich up to 100 person profiles in a single API request using the Bulk Person Enrichment API. Use when you need to enrich multiple people efficiently, as this effectively increases the rate l
- peopledatalabs_enrich_company_data(name?: string, pdl_id?: string, pretty?: boolean, region?: string, ticker?: string, country?: string, profile?: string, website?: string, locality?: string, location?: string, titlecase?: boolean, postal_code?: string, street_address?: string) — Enriches company data from People Data Labs with details like firmographics and employee counts. CRITICAL: This action REQUIRES at least one company identifier. DO NOT send empty {} requests. You MUST
- peopledatalabs_enrich_ip_data(ip: string, pretty?: boolean, titlecase?: boolean, return_person?: boolean, min_confidence?: string, return_ip_location?: boolean, return_ip_metadata?: boolean, return_if_unmatched?: boolean, updated_title_roles?: boolean) — Enriches an IP address with company, location, metadata, and person data from People Data Labs.
- peopledatalabs_enrich_job_title_data(job_title: string) — Enhances a job title by providing additional contextual information and details.
- peopledatalabs_enrich_person_data(lid?: string, name?: string, email?: string, phone?: string, pdl_id?: string, pretty?: boolean, region?: string, school?: string, company?: string, country?: string, profile?: string, locality?: string, location?: string, required?: string, last_name?: string, birth_date?: string, email_hash?: string, first_name?: string, postal_code?: string, data_include?: string, min_likelihood?: integer, street_address?: string, include_if_matched?: boolean) — Enriches person data using various identifiers; requires a primary ID (profile, email, phone, email_hash, lid, pdl_id) OR a name (full, or first and last) combined with another demographic detail (e.g
- peopledatalabs_enrich_skill_data(skill: string) — Retrieves detailed, standardized information for a given skill by querying the People Data Labs Skill Enrichment API; for best results, provide a recognized professional skill or area of expertise.
- peopledatalabs_generate_search_query(query: string) — DEPRECATED: This action is deprecated and will be removed in a future release. Converts natural language queries into structured PDL Elasticsearch queries for people or company searches; generates opt
- peopledatalabs_get_autocomplete_suggestions(size?: integer, text?: string, field: string, pretty?: boolean, titlecase?: boolean) — Provides autocompletion suggestions for a specific field (e.g., company, skill, title) based on partial text input.
- peopledatalabs_get_autocomplete_suggestions_post(size?: integer, text?: string, field: string, pretty?: boolean, titlecase?: boolean) — Tool to get autocompletion suggestions using POST method for complex query parameters. Use when building type-ahead interfaces or needing to suggest values for Search API queries. Supports company, lo
- peopledatalabs_get_column_details(column: string) — Retrieves predefined enum values for a column name from `enum_mappings.json`; `is_enum` in the response will be false if the column is not found or is not an enum type.
- peopledatalabs_get_schema(entity_type: string) — Retrieves the schema, including field names, descriptions, and data types, for 'person' or 'company' entity types.
- peopledatalabs_get_subject_requests() — Tool to retrieve subject access requests for data privacy compliance. Use when you need to manage or review data subject requests related to person data in your PeopleDataLabs account.
- peopledatalabs_identify_person_data(lid?: string, name?: string, email?: string, phone?: string, pretty?: boolean, region?: string, school?: string, company?: string, profile?: string, locality?: string, location?: string, last_name?: string, titlecase?: boolean, email_hash?: string, first_name?: string, postal_code?: string, street_address?: string, include_if_matched?: boolean) — Retrieves detailed profile information for an individual from People Data Labs (PDL), requiring at least one identifier such as email, phone, or profile URL. If using name alone, it must be paired wit
- peopledatalabs_people_search_elastic(size?: integer, query: string, pretty?: boolean, dataset?: string, titlecase?: boolean, scroll_token?: string) — Searches for person profiles in the People Data Labs (PDL) database using an Elasticsearch Domain Specific Language (DSL) query. This action allows for highly targeted searches based on criteria such 
- peopledatalabs_query_person_changelog(ids?: string[], type?: string, scroll_token?: string, fields_updated?: string[], origin_version: string, current_version: string) — Tool to query the changelog of person records between two consecutive dataset versions. Returns information about updates, additions, deletions, merges, and opt-outs for individuals. Use when you need
- peopledatalabs_search_company_elastic(size?: integer, query: string, pretty?: boolean, titlecase?: boolean, scroll_token?: string) — Performs a search for company profiles within People Data Labs using a custom Elasticsearch Domain Specific Language (DSL) query. This action allows for detailed and complex filtering based on various
- peopledatalabs_search_company_post(sql?: string, size?: integer, query?: string, pretty?: boolean, titlecase?: boolean, from_offset?: integer, scroll_token?: string) — Tool to search and filter company records from the full Company Dataset using Elasticsearch or SQL queries via POST method. Use when you need to find multiple companies matching specific criteria with

## Example prompts
- "What can I do in People Data Labs?"
- "Show me a summary of my People Data Labs account"

## Links
Docs: https://mcp.ai/docs/mcps/peopledatalabs
Website: https://mcp.ai/mcps/peopledatalabs