{
  "id": "01-people-data-labs",
  "slug": "people-data-labs",
  "normalized_name": "people data labs",
  "name": "People Data Labs",
  "vendor_url": "https://www.peopledatalabs.com",
  "category": "data-enrichment",
  "what_it_does": "A raw person/company data API that returns profile records (name, job history, education, skills, social handles, contact fields) matched by identifiers like email, name, or LinkedIn URL, plus SQL-style bulk search over its dataset.",
  "ai_features": "Uses match-confidence/\"likelihood\" scoring for identity resolution (i.e., probabilistic record matching) and describes some fraud-detection scoring as AI-driven; this is largely statistical matching/scoring rather than generative AI. Vendor and third-party pages use \"AI-powered\" broadly, but the verifiable functionality is data lookup plus a confidence score.",
  "mcp_status": "community",
  "mcp_url": "https://github.com/phxdev1/peopledatalabs-mcp",
  "mcp_auth": "api key (PDL_API_KEY environment variable)",
  "api_gate": "free",
  "revops_role": "Bulk/programmatic person and company enrichment feeding a CRM, data warehouse, or downstream identity-resolution pipeline; commonly used as a raw-data backend rather than a polished GTM tool.",
  "tier": "RESEARCHED",
  "last_checked": "2026-08-24",
  "sources": "https://support.peopledatalabs.com/hc/en-us/articles/25794271805211-Pricing-credits, https://nubela.co/blog/people-data-labs-pricing/, https://github.com/phxdev1/peopledatalabs-mcp, https://glama.ai/mcp/servers/phxdev1/peopledatalabs-mcp, https://saleshive.com/vendors/peopledatalabs",
  "notes": "Free plan is $0/mo, no credit card required, up to 100 records/month, but contact fields (email/phone) return only as true/false flags, not actual values, on the free tier. Self-serve Pro plan starts ~$98/mo (350 records) with full contact field access, tiered per-credit pricing (~$0.25-$0.28/credit for Person data), and a separate $0.55/credit Person Identify API. The MCP server found (github.com/phxdev1/peopledatalabs-mcp) is a third-party/community project, not published by People Data Labs itself - no official PDL-run MCP was found.",
  "mcp_status_bucket": "community",
  "api_gate_bucket": "free",
  "mcp_urls": [
    "https://github.com/phxdev1/peopledatalabs-mcp"
  ],
  "source_urls": [
    "https://support.peopledatalabs.com/hc/en-us/articles/25794271805211-Pricing-credits",
    "https://nubela.co/blog/people-data-labs-pricing/",
    "https://github.com/phxdev1/peopledatalabs-mcp",
    "https://glama.ai/mcp/servers/phxdev1/peopledatalabs-mcp",
    "https://saleshive.com/vendors/peopledatalabs"
  ],
  "source_annotations": [],
  "vendor_domain": "peopledatalabs.com",
  "display_name": "People Data Labs",
  "docs_url": null,
  "jobs": [
    "search-people-by-criteria",
    "search-companies-by-firmographics",
    "enrich-person-from-linkedin-url",
    "enrich-company-from-domain",
    "reverse-lookup-person-from-email",
    "find-linkedin-url-from-name-and-company"
  ],
  "jobs_tagged_by": "machine-pass",
  "jobs_tagged_on": "2026-08-25",
  "github_url": null,
  "github_stars": null,
  "github_last_commit": null,
  "github_archived": null,
  "github_fetched_on": null,
  "github_candidates": [
    "https://github.com/phxdev1/peopledatalabs-mcp",
    "https://github.com/phxdev1/peopledatalabs-mcp"
  ],
  "docs_digest": null,
  "docs_last_crawled": null,
  "submission": null,
  "mcp_tools": [
    {
      "name": "autocomplete",
      "description": "Get autocomplete suggestions for a partial query",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "bulk_person_enrich",
      "description": "Enrich multiple person profiles in a single request",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "enrich_company",
      "description": "Enrich a company profile with additional data",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "enrich_person",
      "description": "Enrich a person profile with additional data from People Data Labs",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "search_companies",
      "description": "Search for companies matching specific criteria",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "search_job_titles",
      "description": "Search for job titles matching specific criteria",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "search_locations",
      "description": "Search for locations matching specific criteria",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "search_people",
      "description": "Search for people matching specific criteria",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "search_schools",
      "description": "Search for schools matching specific criteria",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    },
    {
      "name": "search_skills",
      "description": "Search for skills matching specific criteria",
      "required_params": [],
      "evidence": "source",
      "repo_party": "third-party",
      "source_party": null,
      "risk": "read"
    }
  ],
  "mcp_tool_count": 10,
  "mcp_tools_evidence": "source",
  "mcp_tools_repo": "phxdev1/peopledatalabs-mcp",
  "mcp_tools_repo_party": "third-party",
  "mcp_catalog_shape": "fixed",
  "mcp_catalog_note": null,
  "mcp_tools_fetched_on": "2026-09-27",
  "cli_status": "none-found",
  "cli_party": null,
  "cli_binary": null,
  "cli_install": [],
  "cli_login": null,
  "cli_commands_seen": [],
  "cli_docs_url": null,
  "cli_repo": null,
  "cli_packages": [],
  "cli_evidence": null,
  "cli_checked_on": "2026-09-27",
  "github_org": "peopledatalabs",
  "github_org_status": "resolved",
  "github_org_url": "https://github.com/peopledatalabs",
  "github_org_evidence": {
    "rule": "rule 3",
    "url": "search q=People Data Labs",
    "matched_domain": "peopledatalabs.com",
    "via": "website",
    "detail": "account website https://www.peopledatalabs.com has the vendor's domain",
    "confidence": "strong",
    "candidates_rejected": [
      {
        "login": "phxdev1",
        "from": "rule 2",
        "type": "User",
        "website": null,
        "rejected": "website (none) does not match peopledatalabs.com"
      }
    ]
  },
  "github_org_repos": 7,
  "github_org_repos_mcp": 0,
  "github_org_repos_cli": 0,
  "github_org_latest_activity": "2026-08-24T11:04:35Z",
  "github_org_recent_repos": [
    {
      "name": "peopledatalabs-go",
      "url": "https://github.com/peopledatalabs/peopledatalabs-go",
      "kind": "sdk",
      "description": "A Go client for the People Data Labs API",
      "stars": 7,
      "pushed_at": "2026-08-24",
      "latest_release": "v6.6.0"
    },
    {
      "name": "peopledatalabs-rust",
      "url": "https://github.com/peopledatalabs/peopledatalabs-rust",
      "kind": "sdk",
      "description": "A Rust client for the People Data Labs API",
      "stars": 1,
      "pushed_at": "2026-08-14",
      "latest_release": "v5.0.0"
    },
    {
      "name": "peopledatalabs-js",
      "url": "https://github.com/peopledatalabs/peopledatalabs-js",
      "kind": "sdk",
      "description": "A universal JS client with TypeScript support for the People Data Labs API",
      "stars": 26,
      "pushed_at": "2026-08-14",
      "latest_release": "v14.4.0"
    },
    {
      "name": "peopledatalabs-python",
      "url": "https://github.com/peopledatalabs/peopledatalabs-python",
      "kind": "sdk",
      "description": "A Python client for the People Data Labs API",
      "stars": 40,
      "pushed_at": "2026-06-04",
      "latest_release": "v6.4.13"
    },
    {
      "name": "peopledatalabs-ruby",
      "url": "https://github.com/peopledatalabs/peopledatalabs-ruby",
      "kind": "sdk",
      "description": "A Ruby client for the People Data Labs API",
      "stars": 5,
      "pushed_at": "2026-04-21",
      "latest_release": "v5.2.1"
    }
  ],
  "github_org_checked_on": "2026-09-08",
  "mcp_endpoint": null,
  "mcp_docs_url": "https://github.com/phxdev1/peopledatalabs-mcp",
  "endpoint_status": "repo-local",
  "endpoint_http_status": 200,
  "endpoint_last_probed": "2026-09-04",
  "endpoint_wall_note": null,
  "canonical": true,
  "canonical_id": "01-people-data-labs",
  "also_listed_in": [],
  "source_file": "01-data-enrichment.md",
  "source_line": 122,
  "file_index": 6,
  "category_num": "01",
  "category_slug": "data-enrichment",
  "category_label": "Data & Enrichment",
  "heading": "People Data Labs",
  "missing_schema_fields": [],
  "extra_fields": {},
  "display_rank": 206
}