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data-enrichment

data-enrichment

github.com/merit-systemsData & databases340 installsUpdated 34w ago
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About data-enrichment

data-enrichment is a skill for using x402scan MCP tools to call enrichx402.com data-enrichment APIs. It is intended for workflows that search for and enrich person and company records, with guidance for endpoint discovery, filtering, and bulk requests.

Key features

  1. 01Enrich person and company profiles
  2. 02Search people and companies
  3. 03Scrape LinkedIn profiles
  4. 04Recover contact details
  5. 05Batch up to 10 records
  6. 06Discover endpoints and filter fields

Use cases

  1. 01Enrich a person from an email or LinkedIn URL
  2. 02Retrieve company data from a domain
  3. 03Search records by title or location
  4. 04Process people or company records in bulk

MCP support

Uses x402scan MCP tools to access enrichx402.com APIs, including endpoint discovery, schema checks, and fetch requests.

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/merit-systems/x402scan-skills --skill data-enrichment

After installing, type/data-enrichmentin Claude Code to confirm it loaded.

Bundled filesrules/getting-started.md

Details

From the project README

Data Enrichment with x402 APIs

STOP — Read before making any API call. enrichx402.com endpoints are not the same as each provider's native API. All paths use the format https://enrichx402.com/api/{provider}/{action}. You MUST either:

  1. Copy exact URLs from the Quick Reference table below, OR
  2. Run x402.discover_api_endpoints(url="https://enrichx402.com") to get the correct paths

Guessing paths will fail with 405 errors (wrong path) or 404 errors (missing /api/ prefix).

Use the x402scan MCP tools to access enrichment APIs at enrichx402.com.

Setup

See rules/getting-started.md for installation and wallet setup.

Quick Reference

TaskEndpointPriceBest For
Enrich personhttps://enrichx402.com/api/apollo/people-enrich$0.0495Email/LinkedIn -> full profile
Enrich companyhttps://enrichx402.com/api/apollo/org-enrich$0.0495Domain -> company data
Search peoplehttps://enrichx402.com/api/apollo/people-search$0.02Find people by criteria
Search companieshttps://enrichx402.com/api/apollo/org-search$0.02Find companies by criteria
LinkedIn scrapehttps://enrichx402.com/api/clado/linkedin-scrape$0.04Full LinkedIn profile
Contact recoveryhttps://enrichx402.com/api/clado/contacts-enrich$0.20Find missing email/phone
Bulk peoplehttps://enrichx402.com/api/apollo/people-enrich/bulk$0.495Up to 10 people at once
Bulk companieshttps://enrichx402.com/api/apollo/org-enrich/bulk$0.495Up to 10 companies at once

Workflows

Standard Enrichment
  1. (Optional) Check balance: x402.get_wallet_info
  2. Discover endpoints (required before first fetch): x402.discover_api_endpoints(url="https://enrichx402.com")
  3. Check endpoint schema: x402.check_endpoint_schema(url="...") to verify parameters and pricing
  4. Call endpoint with x402.fetch using exact URL from discovery or Quick Reference table above
  5. Parse and present results
x402.fetch(
  url="https://enrichx402.com/api/apollo/people-enrich",
  method="POST",
  body={"email": "[email protected]"}
)

Person Enrichment

Enrich a person using any available identifier:

x402.fetch(
  url="https://enrichx402.com/api/apollo/people-enrich",
  method="POST",
  body={
    "email": "[email protected]",
    "first_name": "John",
    "last_name": "Doe",
    "organization_name": "Acme Inc",
    "domain": "company.com",
    "linkedin_url": "https://linkedin.com/in/johndoe"
  }
)

Input options (provide any combination):

  • email - Email address (most reliable)
  • linkedin_url - LinkedIn profile URL
  • first_name + last_name - Name (works better with domain/org)
  • organization_name or domain - Helps match the right person

Returns: Name, title, company, employment history, location, social profiles, phone numbers.

Company Enrichment

Enrich a company by domain:

x402.fetch(
  url="https://enrichx402.com/api/apollo/org-enrich",
  method="POST",
  body={
    "domain": "stripe.com"
  }
)

Returns: Company name, industry, employee count, revenue estimates, funding info, technologies used, social links.

People Search

Search for people matching criteria:

x402.fetch(
  url="https://enrichx402.com/api/apollo/people-search",
  method="POST",
  body={
    "q_keywords": "software engineer",
    "person_titles": ["CTO", "VP Engineering"],
    "organization_domains": ["google.com", "meta.com"],
    "person_locations": ["San Francisco, CA"]
  }
)

Search filters:

  • q_keywords - Keywords to search
  • person_titles - Job title filters
  • organization_domains - Company domains
  • person_locations - Location filters
  • person_seniorities - Seniority levels

Company Search

Search for companies matching criteria:

x402.fetch(
  url="https://enrichx402.com/api/apollo/org-search",
  method="POST",
  body={
    "q_keywords": "fintech",
    "organization_locations": ["New York, NY"],
    "organization_num_employees_ranges": ["51-200", "201-500"]
  }
)

LinkedIn Scraping (Clado)

Get full LinkedIn profile data:

x402.fetch(
  url="https://enrichx402.com/api/clado/linkedin-scrape",
  method="POST",
  body={
    "linkedin_url": "https://linkedin.com/in/johndoe"
  }
)

Returns: Experience history, education, skills, certifications, recommendations, connection count.

Contact Recovery (Clado)

Find missing email or phone:

x402.fetch(
  url="https://enrichx402.com/api/clado/contacts-enrich",
  method="POST",
  body={
    "linkedin_url": "https://linkedin.com/in/johndoe",
    "email": "[email protected]"
  }
)

Returns: Validated email addresses and phone numbers with confidence scores.

Bulk Operations

Process up to 10 records in one request:

x402.fetch(
  url="https://enrichx402.com/api/apollo/people-enrich/bulk",
  method="POST",
  body={
    "people": [
      { "email": "[email protected]" },
      { "email": "[email protected]" },
      { "linkedin_url": "https://linkedin.com/in/person3" }
    ]
  }
)

For companies:

x402.fetch(
  url="https://enrichx402.com/api/apollo/org-enrich/bulk",
  method="POST",
  body={
    "organizations": [
      { "domain": "company1.com" },
      { "domain": "company2.com" }
    ]
  }
)

Cost Optimization

Field Filtering

Reduce costs by excluding unneeded fields:

body={
  "email": "[email protected]",
  "excludeFields": ["employment_history", "photos", "phone_numbers"]
}

Common fields to exclude:

  • employment_history - Past jobs (often large)
  • photos - Profile images
  • phone_numbers - If you only need email
  • social_profiles - If you don't need social links
Bulk vs Individual
  • Individual: $0.0495 per record
  • Bulk (10): $0.495 total = $0.0495 per record

Bulk is the same price per record but faster for multiple items.

Search Before Enrich

Use search endpoints ($0.02) to find the right records before enriching ($0.0495):

  1. Search for candidates: /api/apollo/people-search
  2. Review results, pick the right match
  3. Enrich only the matches you need

Parallel Calls

When enriching multiple independent records, make calls in parallel:

# These can run simultaneously since they're independent
x402.fetch(url=".../people-enrich", body={"email": "[email protected]"})
x402.fetch(url=".../people-enrich", body={"email": "[email protected]"})

Or use bulk endpoints for the best efficiency.

Handling missing data

If any query fails to return the data you are looking for, revist the list of available APIs.

Oftentimes, if apollo is missing data, clado will have it, and vice versa.

If those still fail, use built-in WebSearch and WebFetch tools to find additional information like a company domain name or LinkedIn URL, and then use that data to make more targeted queries.

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