AI Tooling Detector

Contact Classifier Department Seniority Role Verification

mambalabs/contact-classifier

Contact title in, department and seniority out, plus a check on whether the person still holds the role at that company. Runs a deterministic title ladder with no API key needed. Bring your own LLM key only for the small share of titles the rules cannot place.

Sequencer Lead Push Instantly Smartlead Clay Outbound

mambalabs/clay-to-instantly-smartlead-push

Pushes Clay-enriched leads into an Instantly or Smartlead campaign. Maps Clay column names to sequencer fields, gates on ICP score, deduplicates against the campaign, and batches the push. Dry run returns the exact payload without sending. Instantly API v2 and Smartlead API v1.

ICP & Account Lead Scoring: Fit Scorer 0-100 for Clay

mambalabs/icp-account-lead-scoring-fit-scorer-0-100-for-clay

Scores pre-enriched companies against your Ideal Customer Profile using weighted signals. Returns a 0 to 100 fit score, A to D tier, and per-signal breakdown. Deterministic and LLM modes. Built for Clay enrichment and batch processing. MCP-ready for Claude Desktop and AI agents.

Domain to LinkedIn URL Resolver: Batch or Single, Clay Ready

mambalabs/domain-to-linkedin-url-resolver

Resolves a company domain, or a batch list of domains in one run, to LinkedIn company URLs, one row per domain, via pattern matching and web search. Every row carries resolution_method, confidence and a slug_mismatch flag, so a weak match is visible rather than silent. Flat, Clay-ready, MCP-ready.

Company Name to Domain and LinkedIn Resolver: Batch, Clay

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.

QuillBot AI Detector & ChatGPT Content Checker

dev00/quillbot-ai-detector-apify

Instantly check if text was written by an AI (ChatGPT, Claude, Gemini, GPT-4) or a human. Get detailed percentage scores, sentence-level analysis, confidence ratings, and AI paraphrasing detection.

Prospect Engine: B2B Company and Contact Enrichment

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.

Work Email Waterfall Finder Verifier BYOK Clay Ready

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.

Job Posting Monitor Clay-Ready Hiring Signal Discovery

mambalabs/gtm-job-discovery

Keyword-driven job posting monitor that finds companies hiring for any role across job boards. Returns flat, Clay-ready, firmographic-enriched rows with company LinkedIn URL per posting.

Job Board Keyword Signal Scanner GTM Eng Finance Clay-Ready

mambalabs/job-board-keyword-signal-scanner

Multi-category job board scanner. Pick GTM, Engineering, Finance, Ops, Executive, or custom keywords across Greenhouse, Lever, and Ashby. Returns one flat Clay-ready row per domain with matched role counts and category breakdowns. MCP-ready for Claude Desktop, Cursor, and AI agents.