# Documentation > Documentation files for Large Language Models ## Documentation - [Webhooks](/webhook.md): Webhooks allow external services to be notified when certain events occur in our system. This documentation covers how to set up a webhook to receive notifications when a lead is saved - [Usage Limits and Quotas](/usage-and-quotas.md): Monitor your API usage, manage team requests, and access detailed request history within Tomba.io. - [Rate Limits](/rate-limits.md): If you exceed the rate limit, we'll return a 429 HTTP status code. - [Logo API](/logo-api.md): Get the logo of any company by providing its domain name. The Tomba Logo API returns the logo image directly, with support for custom sizes, greyscale, and fallback images. - [Official Language Libraries](/libraries.md): We provide official client libraries to help you integrate Tomba.io into your projects across various programming languages - [Introduction to Tomba.io](/introduction.md): Discover the power of Tomba.io for email finding, domain search, email verification, and advanced integrations. - [HTTPS / SSL](/https-ssl.md): Our API is available over a secure HTTPS connection for all users, including those on the free plan - [Creating a Free Account](/free-account.md): Learn how to quickly create your free Tomba.io account using Google, LinkedIn, GitHub, or email. - [Key Features and Endpoints](/features.md): Explore the comprehensive list of API endpoints available on Tomba.io along with detailed descriptions and key features for each. - [Frequently Asked Questions](/faqs.md): Common questions and answers about Tomba.io email intelligence platform, API usage, billing, and integrations - [Error Handling](/error-handling.md): Whenever an API call is not successful, we will return the following response codes: - [98% Delivery Guarantee - Email Verifier](/email-verifier-delivery-guarantee.md): Tomba.io guarantees 98% deliverability for emails verified through our Email Verifier service, ensuring maximum accuracy and reliability. - [95% Delivery Guarantee - Email Finder](/email-finder-delivery-guarantee.md): Tomba.io guarantees 95% deliverability for emails found through our Email Finder service, backed by advanced verification and quality assurance. - [Dashboard Overview](/dashboard.md): Explore the comprehensive features of the Tomba.io Dashboard for efficient account management and task monitoring. - [API Key and Authentication](/authentication.md): Understand how to securely authenticate and manage requests using your Tomba.io API credentials. - [Anti-Spam Policy](/anti-spam-policy.md): Tomba.io's comprehensive anti-spam policy ensuring responsible email usage and compliance with email marketing regulations. - [MPP Quickstart](/mpp/quickstart.md): Get started with Machine Payments Protocol (MPP) to access Tomba API tools with pay-per-request pricing. - [MPP Protocol Reference](/mpp/protocol.md): Technical reference for the Machine Payments Protocol (MPP) as implemented by the Tomba API. - [MPP via MCP Server](/mpp/mcp.md): Use Tomba's MPP-powered MCP tools to access contact intelligence with pay-per-request pricing — no API key subscription needed. - [MPP - Machine Payments Protocol](/mpp/introduction.md): Enable AI agents to pay per-request for Tomba API tools using the Machine Payments Protocol (MPP) powered by InFlow. - [Using MPP with AI Agents](/mpp/ai-agents.md): Learn how to integrate Tomba MPP endpoints into AI agents built with OpenAI, Anthropic, LangChain, and other frameworks. - [Rust Client Library](/libraries/rust-email-finder.md): Official Rust client library for the Tomba.io Email Finder API, providing domain search, email finder, email verifier, and more. - [Ruby Client Library](/libraries/ruby-email-finder.md): Official Ruby client library for the Tomba Email Finder API. Find, verify, and enrich email addresses with a simple gem install. - [R Client Library](/libraries/r-email-finder.md): Official R client library for the Tomba.io Email Finder API, providing domain search, email finder, email verifier, and more. - [Python Client Library](/libraries/python-email-finder.md): Official Python client library for the Tomba.io Email Finder API, providing access to domain search, email finder, email verifier, and 25+ additional services. - [PHP Client Library](/libraries/php-email-finder.md): Official PHP client library for the Tomba Email Finder API. Find, verify, and enrich email addresses with Composer integration. - [Perl Client Library](/libraries/perl-email-finder.md): Official Perl client library for the Tomba.io Email Finder API, providing domain search, email finder, email verifier, and more. - [Node Client Library](/libraries/node-email-finder.md): Official Node.js client library for the Tomba.io Email Finder API, providing access to domain search, email finder, email verifier, and 25+ additional services. - [Lua Client Library](/libraries/lua-email-finder.md): Official Lua client library for the Tomba.io Email Finder API, providing domain search, email finder, email verifier, and more. - [Go Client Library](/libraries/go-email-finder.md): Official Go client library for the Tomba.io Email Finder API, providing access to domain search, email finder, email verifier, and 25+ additional services. - [Elixir Client Library](/libraries/elixir-email-finder.md): Official Elixir client library for the Tomba.io Email Finder API, providing domain search, email finder, email verifier, and more. - [Deno Client Library](/libraries/deno-email-finder.md): Official Deno client library for the Tomba.io Email Finder API, providing domain search, email finder, email verifier, and more. - [Dart Client Library](/libraries/dart-email-finder.md): Official Dart client library for the Tomba.io Email Finder API, providing domain search, email finder, email verifier, and more. - [C# Client Library](/libraries/csharp-email-finder.md): Official C# client library for the Tomba Email Finder API. Find, verify, and enrich email addresses with NuGet integration. - [Zapier Integration](/integrations/zapier.md): Automate email finding, verification, and enrichment workflows with Zapier — 33 operations, no coding required - [Integrate Tomba Finder with Steampipe](/integrations/steampipe.md): The Tomba Steampipe plugin allows you to query email intelligence data using SQL. This plugin provides access to Tomba.io's powerful email finder, verifier, and enrichment APIs through familiar SQL syntax. - [Pipedream Integration](/integrations/pipedream.md): Build serverless workflows with Tomba.io on Pipedream - [Orthogonal Integration](/integrations/orthogonal.md): Access Tomba's email finding and verification APIs through Orthogonal's unified API gateway for AI agents - [n8n Integration](/integrations/n8n.md): Integrate Tomba.io email finding, verification, enrichment, and lead management into your n8n workflows — 30+ operations across 13 resources - [Integrate Tomba Finder with MyBB](/integrations/mybb.md): A powerful MyBB plugin that protects your forum registration by detecting and blocking disposable email addresses, invalid domains, and webmail services using JavaScript validation. - [Integrate Tomba Finder with Maltego](/integrations/maltego.md): A comprehensive Maltego integration for Tomba.io using the official Python SDK, providing 11 specialized transforms for email discovery, verification, and enrichment. - [Make (Integromat) Integration](/integrations/make.md): Automate workflows with Tomba.io on Make.com platform - [Integrate Tomba Finder with LiteCart](/integrations/litecart.md): A powerful LiteCart add-on that protects your e-commerce store registration and customer accounts by detecting and blocking disposable email addresses, invalid domains, and webmail services using JavaScript validation. - [Integrate Tomba Finder with Joomla](/integrations/joomla.md): A powerful Joomla extension that protects your website forms by detecting and blocking disposable email addresses, invalid domains, and webmail services using real-time JavaScript validation. - [ClawHub Integration](/integrations/clawhub.md): Use the Tomba Contact Intelligence skill on ClawHub for AI-powered contact discovery, verification, enrichment, and company research. - [Blivz Integration](/integrations/blivz.md): Enrich GTM lists with professional email addresses and verification data using Tomba directly inside Blivz - [Usage](/disposable-email-blocker/usage.md): After including the library, initialize the `Blocker` to start protecting your forms - [Disposable Email Blocker](/disposable-email-blocker/overview.md): The Disposable Email Blocker is a JavaScript library that detects and blocks disposable email services during account registration - [Installation](/disposable-email-blocker/installation.md): To install the Disposable Email Blocker via npm or Yarn, use the following commands - [Free Plugins](/disposable-email-blocker/free-plugins.md): A list of free plugins provided by Tomba to block disposable emails across various platforms, including CMS, forums, e-commerce tools, and frameworks. - [Data Updates - Introduction](/data/introduction.md): Stay up to date with Tomba.io’s regular data refreshes and improvements. - [Whoami](/cli/whoami.md): Print current account information. - [Version](/cli/version.md): Print version number and build information. - [Verify](/cli/verify.md): Verify the deliverability of an email address. - [Usage](/cli/usage.md): Check your monthly API request usage. - [Technology](/cli/technology.md): Discover technologies detected for a domain. - [Status](/cli/status.md): Returns the status of a domain indicating if it is a webmail or disposable domain. - [Email Sources](/cli/sources.md): Find email address source somewhere on the web. - [Slack Integration](/cli/slack.md): Documentation for integrating Tomba's email search and verification features directly inside Slack. - [ClawHub Skills](/cli/skill.md): ClawHub manage and run reusable Tomba workflows that chain multiple API calls into one command. - [Similar Domains](/cli/similar.md): Retrieve domains similar to a specific domain. - [Search](/cli/search.md): Instantly locate email addresses from any company name or website. - [Reveal (Company Search)](/cli/reveal.md): Search for companies using natural language or structured filters. - [Phone Validator](/cli/phone-validator.md): Validate phone numbers. - [Phone Finder](/cli/phone-finder.md): Search for phone numbers given an email, domain, or LinkedIn URL. - [Logs](/cli/logs.md): Check the last 1,000 requests you made during the past 3 months. - [Logout](/cli/logout.md): Delete your current API key and secret session. - [Login](/cli/login.md): Sign in to your Tomba account. - [Location](/cli/location.md): Get employees location based on the domain name. - [LinkedIn](/cli/linkedin.md): Instantly discover the email addresses associated with a LinkedIn URL. - [Leads List](/cli/leads-list.md): Manage lead lists — list, create, update, and delete. - [Lead](/cli/lead.md): Manage leads — list, create, update, and delete. - [Key](/cli/key.md): Manage API keys. - [Installation](/cli/installation.md): Install the Tomba CLI — available on Linux, macOS, and Windows. - [HTTP Server](/cli/http.md): Runs a HTTP server (reverse proxy) for Tomba. - [Format](/cli/format.md): Retrieve the email format patterns used by a specific domain. - [Flag](/cli/flag.md): Report incorrect data and recover credits for hard bounces. - [Finder](/cli/finder.md): Retrieves the most likely email address from a domain name, along with a given first and last name. - [Enrichment](/cli/enrichment.md): Person, company, and combined enrichment lookups. - [Enrich](/cli/enrich.md): Locate and include additional data in your emails. - [Count](/cli/count.md): Returns the total number of email addresses available for a specified domain. - [Completion](/cli/completion.md): Generate the autocompletion script for the specified shell. - [Available Commands](/cli/commands-lists.md): Tomba CLI command list and global flags. - [ChatGPT Plugin](/cli/chatgpt.md): Documentation for using the Tomba plugin inside ChatGPT via OpenAI's plugin interface. - [Bulk CSV Processing](/cli/bulk.md): Process a CSV file in bulk — auto-maps columns or use custom mapping. - [Autocomplete](/cli/autocomplete.md): Find company names and retrieve logo and domain information. - [Author](/cli/author.md): Instantly discover the email addresses of article authors. - [Authentication](/cli/authentication.md): Sign in to your Tomba account and delete your current API key and secret session. - [Attribute](/cli/attribute.md): Manage custom lead attributes — list, create, update, and delete. - [AI Chat](/cli/ai-chat.md): Open AI chat with Tomba tools — natural language queries powered by OpenAI with Tomba tools. - [Similar Domain Bulk](/bulks/similar.md): Discover similar companies and competitor domains at scale - [Phone Validator Bulk](/bulks/phone-validator.md): Validate phone numbers to ensure accuracy and deliverability - [Phone Finder Bulk](/bulks/phone-finder.md): Discover phone numbers from emails, websites, and LinkedIn profiles - [LinkedIn Finder Bulk](/bulks/linkedin-finder.md): Discover email addresses from LinkedIn profiles in bulk - [Email Verifier Bulk](/bulks/email-verifier.md): Verify email addresses at scale to improve deliverability - [Email Finder Bulk](/bulks/email-finder.md): Find email addresses from names and company domains at scale - [Email Enrichment Bulk](/bulks/email-enrichment.md): Enrich email addresses with comprehensive contact and company data - [Domain Search Bulk](/bulks/domain-search.md): Bulk email discovery and domain intelligence for large-scale prospecting - [Company Enrichment Bulk](/bulks/company-enrichment.md): Enrich company data and gather comprehensive business intelligence - [Author Finder Bulk](/bulks/author-finder.md): Find contact information for content authors and website contributors - [WHOIS Domain Attributes](/attributes/whois.md): WHOIS metadata returned during email verification using Tomba. - [Email Verifier Attributes](/attributes/verifier.md): Detailed documentation of the attributes returned by Tomba's Email Verifier API. - [Technology Attributes](/attributes/technology.md): Fields returned by Tomba's Technology Finder for discovering technologies and tools used by companies. - [Email Sources Attributes](/attributes/sources.md): Details about the online sources where the email was found. - [Similar Company Attributes](/attributes/similar.md): Fields returned by Tomba's Similar Finder for discovering companies similar to a target organization. - [SIC Codes](/attributes/sic.md): Standard Industrial Classification (SIC) codes for company classification. - [Phone Attributes](/attributes/phone.md): Fields and metadata returned by the Tomba Phone Finder API for verifying and formatting phone numbers. - [Person Attributes](/attributes/person.md): Fields returned by Tomba related to personal identity, professional role, and verification data. - [NAICS Codes](/attributes/naics.md): North American Industry Classification System (NAICS) codes for company classification. - [Employees location Attributes](/attributes/location.md): The Employees Location Attribute provides a breakdown of employee distribution by country based on the domain search or company analysis. - [Email Format Attribute](/attributes/format.md): The Email Format Attribute provides insights into the most commonly used email address patterns within a company or domain - [Enrichment Attributes](/attributes/enrichment.md): Our Enrichment endpoints allow you to retrieve all the information we have about an email address, a company, or both. - [Email Count Attributes](/attributes/email-count.md): Detailed statistics on the number of emails discovered per department and seniority level using Tomba. - [Domain Suggestions](/attributes/domain-suggestions.md): Discover similar companies and related domains based on your search query - [Company Attributes](/attributes/company.md): Detailed metadata and social, technical, and structural data returned by Tomba about a company. - [Migrate from NeverBounce to Tomba](/migration/email-verifier/neverbounce.md): Complete guide for migrating your email verification from NeverBounce to Tomba's superior verification service - [Migrate from MillionVerifier to Tomba](/migration/email-verifier/millionverifier.md): Complete guide for migrating your email verification from MillionVerifier to Tomba's advanced verification service - [Migrate from Kickbox to Tomba](/migration/email-verifier/kickbox.md): Complete guide for migrating your email verification from Kickbox to Tomba's comprehensive verification platform - [Migrate to Tomba Email Verifier](/migration/email-verifier/introduction.md): Comprehensive guides for migrating from other email verification services to Tomba's superior platform - [Migrate from Hunter to Tomba](/migration/email-verifier/hunter.md): Complete guide for migrating your email verification from Hunter to Tomba's comprehensive platform - [Migrate from Bouncer to Tomba](/migration/email-verifier/bouncer.md): Complete guide for migrating your email verification from Bouncer to Tomba's advanced verification service - [Migrate from Bounceban to Tomba](/migration/email-verifier/bounceban.md): Complete guide for migrating your email verification from Bounceban to Tomba's comprehensive verification service - [Migrate from Snov.io to Tomba Email Finder](/migration/email-finder/snov.md): Complete guide for migrating from Snov.io to Tomba's email finding platform - [Migrate from Prospeo to Tomba Email Finder](/migration/email-finder/prospeo.md): Complete guide for migrating from Prospeo to Tomba's comprehensive platform - [Migrate to Tomba Email Finder](/migration/email-finder/introduction.md): Switch from Hunter, Snov.io, Prospeo, or Findymail to Tomba's superior email finding service - [Migrate from Hunter Email Finder to Tomba](/migration/email-finder/hunter.md): Complete guide for migrating from Hunter's email finding service to Tomba's comprehensive platform - [Migrate from Findymail to Tomba Email Finder](/migration/email-finder/findymail.md): Complete guide for migrating from Findymail to Tomba's platform - [Clearbit Person API Replacement](/migration/clearbit/person-api.md): Migrate from Clearbit Person API to Tomba's enhanced person enrichment endpoint - [Clearbit API Replacement - Migrate to Tomba](/migration/clearbit/introduction.md): Complete guide for migrating from Clearbit's Enrichment API to Tomba's comprehensive data platform - [Clearbit Company API Replacement](/migration/clearbit/company-api.md): Migrate from Clearbit Company API to Tomba's enhanced company enrichment endpoint - [Clearbit Combined API Replacement](/migration/clearbit/combined-api.md): Migrate from Clearbit Combined API to Tomba's combined person and company enrichment endpoint - [Tomba Remote MCP Tools](/llm/remote-mcp/tools.md): Complete overview of all email discovery, verification, and enrichment tools available through the Tomba Remote MCP Server. - [Remote MCP Server - Introduction](/llm/remote-mcp/introduction.md): The Tomba Remote MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Tomba.io's powerful email discovery and verification APIs. - [Remote MCP Server - LLM Integration](/llm/remote-mcp/integration.md): Complete guide to integrating the Tomba Remote MCP Server with popular Large Language Models and AI assistants. - [Tomba Local MCP Tools](/llm/local-mcp/tools.md): A production-ready Model Context Protocol (MCP) server for Tomba B2B data integration built . Enables LLMs to find, verify, and search email addresses using natural language. - [Local MCP Server - Introduction](/llm/local-mcp/introduction.md): The Tomba MCP Server is a Model Context Protocol (MCP) server that provides seamless integration with Tomba.io's powerful email discovery and verification APIs. - [Tomba Local MCP LLM Integration](/llm/local-mcp/integration.md): A production-ready Model Context Protocol (MCP) server for Tomba B2B data integration built . Enables LLMs to find, verify, and search email addresses using natural language. - [Zed Editor Setup](/llm/editor/zed.md): Setup Zed editor with AI assistance for Tomba API development - [Windsurf Setup](/llm/editor/windsurf.md): Setup Windsurf IDE with Tomba API for AI-powered development - [VSCode Setup](/llm/editor/vscode.md): Setup VSCode and GitHub Copilot with Tomba API documentation for AI-assisted development - [Editor Setup](/llm/editor/setup.md): How to set up code editors and LLMs to generate Tomba API calls and examples - [xAI Grok Setup](/llm/editor/grok.md): Setup xAI Grok with Tomba API documentation for AI-assisted development - [Google Gemini Setup](/llm/editor/gemini.md): Setup Google Gemini with Tomba API documentation for AI-assisted development - [Cursor Setup](/llm/editor/cursor.md): Setup Cursor AI editor with Tomba API documentation for intelligent code generation - [Cline - VSCode Setup](/llm/editor/cline.md): Setup Cline extension for VS Code with Tomba API integration - [Claude Desktop Setup](/llm/editor/claude-desktop.md): Setup Claude Desktop with Tomba API documentation for AI-assisted development - [Claude Code Setup](/llm/editor/claude-code.md): Setup Claude Code extension for VS Code with Tomba API integration - [ChatGPT Setup](/llm/editor/chatgpt.md): Use ChatGPT with Tomba API documentation for code generation and development assistance - [Available Tomba.io Tools in Apify MCP](/llm/apify/tools.md): Complete reference of all Tomba.io tools available through Apify's Model Context Protocol server with usage examples and parameters - [Tomba Apify MCP Server](/llm/apify/introduction.md): Connect Tomba.io email tools to Apify's Model Context Protocol server for seamless data enrichment and automation workflows - [Setting Up Apify MCP Integration](/llm/apify/integration.md): Step-by-step guide to configure Tomba.io tools with Apify's Model Context Protocol server in VS Code and other environments - [Technology Finder Actor](/integrations/apify/technology-finder.md): Detect website technologies and tech stacks using the Tomba Technology Finder actor on Apify platform. - [Similar Finder Actor](/integrations/apify/similar-finder.md): Apify Actor that finds and enriches similar domains using the Tomba Similar Finder API discovers related websites, company info, industry classification, and saves structured results to an Apify dataset, handling rate limits and errors automatically. - [Phone Validator Actor](/integrations/apify/phone-validator.md): Apify Actor that validates and enriches phone numbers using the Tomba Phone Validator API, returning validation status, carrier, location, and standardized formats. - [Phone Finder Actor](/integrations/apify/phone-finder.md): Discover phone numbers for contacts using the Tomba Phone Finder actor on Apify platform. - [LinkedIn Finder Actor](/integrations/apify/linkedin-finder.md): Find email addresses from LinkedIn profiles using the Tomba LinkedIn Finder actor on Apify platform. - [Tomba Apify Actors](/integrations/apify/introduction.md): A comprehensive collection of Apify Actors powered by the Tomba API for email discovery, domain intelligence, and business data enrichment. Our suite of actors provides enterprise-grade solutions for lead generation, competitive analysis, data verification, and business intelligence. - [Email Verifier Actor](/integrations/apify/email-verifier.md): Verify email deliverability at scale using the Tomba Email Verifier actor on Apify platform. - [Email Finder Actor](/integrations/apify/email-finder.md): Generate potential email addresses from names and domains using the Tomba Email Finder actor on Apify platform. - [Email Enrichment Actor](/integrations/apify/email-enrichment.md): Apify Actor that enriches email addresses using the Tomba Email Enrichment API, returning personal, professional, verification and social profile data while respecting rate limits and handling errors. - [Email count Actor](/integrations/apify/email-count.md): Apify Actor that counts email addresses for domains using the Tomba Email Count API, including departmental and seniority breakdowns, quality metrics, and rate-limit handling. - [Domain Search Actor](/integrations/apify/domain-search.md): Find all email addresses associated with domains using the Tomba Domain Search actor on Apify platform. - [Clearbit Person Actor](/integrations/apify/clearbit-person.md): Enrich email addresses with comprehensive person data using the Tomba Clearbit Person actor on Apify platform. - [Clearbit Company Enrichment Actor](/integrations/apify/clearbit-company.md): Enrich company data using Clearbit Company API through the Tomba Clearbit Company actor on Apify platform. - [Clearbit Combined Enrichment Actor](/integrations/apify/clearbit-combined.md): Enrich contact data using Clearbit Person and Company APIs combined through the Tomba Clearbit Combined actor on Apify platform. - [Author Finder Actor](/integrations/apify/author-finder.md): Extract author email addresses from articles and content using the Tomba Author Finder actor on Apify platform. - [Web Technology Trends 2025 Analyzing 42 Million Websites](/data/technology/web-technology-trends-2025.md): Comprehensive analysis of 42.8 million websites revealing the most popular web technologies, frameworks, and tools. Discover jQuery's 54% dominance, WordPress powering 32% of sites, and HTTP/3 adoption reaching 28% in 2025. - [Top 500 Web Technologies 2026](/data/technology/top-500-web-technologies-2026.md): Complete ranking of the 500 most popular web technologies analyzed across 42.8 million websites, from jQuery and PHP to emerging frameworks and tools. - [September 2026 Data Update](/data/2026/09-september.md): Monthly data update with comprehensive statistics, charts, and insights. - [August 2026 Data Update](/data/2026/08-august.md): Monthly data update with comprehensive statistics, charts, and insights. - [July 2026 Data Update](/data/2026/07-july.md): Monthly data update with comprehensive statistics, charts, and insights. - [June 2026 Data Update](/data/2026/06-june.md): Monthly data update with comprehensive statistics, charts, and insights. - [May 2026 Data Update](/data/2026/05-may.md): Monthly data update with comprehensive statistics, charts, and insights. - [April 2026 Data Update](/data/2026/04-april.md): Monthly data update with comprehensive statistics, charts, and insights. - [March 2026 Data Update](/data/2026/03-march.md): Monthly data update with comprehensive statistics, charts, and insights. - [February 2026 Data Update](/data/2026/02-february.md): Monthly data update with comprehensive statistics, charts, and insights. - [January 2026 Data Update](/data/2026/01-january.md): Monthly data update with comprehensive statistics, charts, and insights. - [December Data Update](/data/2025/03-december.md): First official monthly data update with charts, stats, and new features. - [November Data Update](/data/2025/02-november.md): First official monthly data update with charts, stats, and new features. - [October Data Update](/data/2025/01-october.md): First official monthly data update with charts, stats, and new features.\n- [Tomba.io OpenAPI Documentation](/openapi.md): Complete OpenAPI specification and endpoint reference.