You can access the Expert Witness Finder, US and Australia programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "sources": ["sfbar"],
10    "maxItems": 10,
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("mambalabs/expert-witness-directory").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
18for item in client.dataset(run.default_dataset_id).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Expert Witness Scraper - Medical Legal Expert Finder US AU API in Python

The Apify API client for Python is the official library that allows you to use Expert Witness Finder, US and Australia API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Expert Witness Finder, US and Australia API in JavaScript

Expert Witness Finder, US and Australia API through CLI

Expert Witness Finder, US and Australia OpenAPI definition

Expert Witness Finder, US and Australia API

Company Identity Resolver

mambalabs/company-identity-resolver

Resolves a company name to its primary domain and LinkedIn URL, one company or a batch of names and domains with one row per entry. Any mix of name, domain, or LinkedIn URL in; one canonical identity out with 0-100 confidence scores, conflict detection, and a match method. Flat, Clay-ready.

Mamba Labs

Prospect Engine

mambalabs/b2b-prospect-engine

Turn a domain or a hiring keyword into enriched company records and verified contacts. Resolves the real employer behind a job posting, scores ICP fit, and returns one flat Clay-ready row per entity with per-field provenance. Bring your own vendor keys.

Mamba Labs

Job Posting Monitor

mambalabs/gtm-job-discovery

Finds companies hiring for your keywords on Google Jobs (with your SerpAPI key) and free job boards. One flat Clay-ready row per posting with company domain and LinkedIn URL. Optional: the full job description, a stable posting_key, and a row when a posting closes or is reposted.

Mamba Labs

French Accountants · Expert-Comptable Directory

corent1robert/experts-comptables-annuaire-scraper

Official Ordre directory: firm name, address, phone, accountant names, optional SIREN. No email — the register does not publish it. By city or France-wide. No login. CRM-ready JSON, CSV, Excel.

Corentin Robert

Work Email Waterfall

mambalabs/email-waterfall-orchestrator

Finds work emails by chaining your own provider keys, verifies each result, and returns real per-provider spend instead of hiding it behind a credit abstraction. Bring your own Findymail, Prospeo, Icypeas, Reoon and BounceBan keys.

Mamba Labs

Integration and Marketplace Presence Mapper

mambalabs/integration-marketplace-presence-mapper

Find which app marketplaces list a company. Enter a domain and get one row with its listings on HubSpot, Salesforce AppExchange, Slack, Zapier, Shopify, Atlassian, Chrome Web Store, Microsoft, Google Workspace, and WordPress: listing URL, installs, rating, and reviews.

Mamba Labs

People Finder & Email Verifier

mambalabs/people-finder

Find people at any company by seniority and department. Four-layer cascade: website, SERP, and database enrichment with company-match scoring. Two-provider email waterfall (Icypeas, Prospeo) plus catch-all verification (Reoon, BounceBan). No direct LinkedIn scraping.

Mamba Labs

Clay Experts Scraper

louisdeconinck/clay-experts-scraper

Efficiently scrape Clay.com expert profiles, providing you with a comprehensive database of expert services, pricing, and areas of expertise. Ideal for market research, competitor analysis, and finding the perfect expert match, it automates data collection, saving you time and effort.

Louis Deconinck

5.0

(2)

LinkedIn Company Page Mapper

mambalabs/linkedin-company-presence-mapper

Free. Resolves a company domain to its LinkedIn company page, verified against the company's own site, with the page name and tagline, and a follower count on some companies. No firmographics. No request is sent to LinkedIn. Flat, Clay ready, one row per company.

Mamba Labs