GTM signal enrichment,
built different.
GTM enrichment data comes back nested, inconsistent, and expensive to normalize. Mamba Labs tools fix that: every actor and server returns one flat row per company, priced per result, with no subscription and no API keys required. Run them from Clay, call them from an AI agent, or hit the API directly.
Apify Actors
Web scraping and data enrichment tools that run on Apify. Call them from Clay, the Apify API, or any HTTP client.
11 tools · $0.004 to $0.09 per result · no API keys · flat Clay-ready JSON
Signal Detection Actors
Real-time intent and activity signals scraped from public sources. Detect GTM hiring from Greenhouse, Lever, and Ashby career pages, fingerprint a company tech stack, scan job boards by configurable role category, map a company social footprint across platforms, and capture funding and press events.
GTM Hiring Signal Scraper
Detect GTM hiring intent from Greenhouse, Lever, and Ashby career pages. Returns a flat, Clay-ready row per company with 3-tier signal strength scoring.
View on Apify StoreGTM Tech Stack Signal Enrichment
Flat boolean GTM tool detection per domain. Detects CRM, sales engagement, marketing automation, and revenue intelligence tools with Clay-ready output.
View on Apify StoreJob Board Keyword Signal Scanner
Configurable role category scanning across job boards. Choose from GTM, Engineering, Finance, Ops/Exec, or define custom keyword sets.
View on Apify StoreCompany Social Presence Mapper
Map any domain to its LinkedIn, X, Instagram, Facebook, and YouTube profiles with follower counts and verification status.
View on Apify StoreFunding & Press Signal Scanner
Scan Google News and PR wires for funding rounds, executive moves, product launches, and acquisitions. Returns structured event data with source attribution per company domain.
View on Apify StoreEnrichment Actors
Turn a domain into structured company data. Resolve LinkedIn URLs, check email deliverability with a full DNS audit, enrich firmographics from public sources, and reconcile any name or domain to one canonical company identity.
Domain to LinkedIn URL Resolver
High-accuracy domain to LinkedIn company URL resolution via search and pattern matching. Fixes the 15-20% miss rate in Clay native enrichment.
View on Apify StoreDomain Deliverability Checker
Full DNS deliverability audit: SPF, DKIM, DMARC, MX records, blacklist checks, and domain age rolled into a 0-100 health score per domain.
View on Apify StoreCompany Firmographic Enricher
Domain to employee band, industry classification, HQ location, founded year, and revenue estimate with full provenance tracking.
View on Apify StoreCompany Identity Resolver
Reconcile any company name, domain, or LinkedIn slug into one canonical identity tuple with confidence scoring.
View on Apify StoreScoring and Intelligence Actors
Combine raw signals into a decision. Aggregate hiring and tech stack data into one company intelligence brief, score any company against your weighted ICP criteria from 0 to 100 with a full signal breakdown, or pull a unified change-event feed across every signal source.
GTM Signals Aggregator
Single-call company intelligence brief combining hiring signals, tech stack, and more. Returns a complete picture in one request.
View on Apify StoreICP Fit Scorer
User-configurable weighted ICP scoring. Provide your criteria as JSON, get back icp_score (0-100), icp_tier (A/B/C), and a full signal breakdown.
View on Apify StoreCompany Change-Event Feed
Unified company intelligence feed. Orchestrates 5 sub-actors (Hiring, Tech Stack, Firmographic, Social Presence, Funding & Press) in a single call and returns a consolidated change-event report per company.
View on Apify StoreMCP Servers
The same tools, wrapped for AI agents. Install via npx and call from Claude, Cursor, Windsurf, or any MCP-compatible client.
13 servers · install via npx · works with Claude, Cursor, Windsurf · flat JSON output
Signal Detection Servers
Real-time intent and activity signals scraped from public sources. Detect GTM hiring from Greenhouse, Lever, and Ashby career pages, fingerprint a company tech stack, scan job boards by configurable role category, map a company social footprint across platforms, and capture funding and press events.
GTM Hiring Signal Scraper
Detect GTM hiring intent from Greenhouse, Lever, and Ashby career pages. Returns a flat, Clay-ready row per company with 3-tier signal strength scoring.
npx @mambalabsdev/mcp-gtm-hiring-signal-scraperGTM Tech Stack Signal Enrichment
Flat boolean GTM tool detection per domain. Detects CRM, sales engagement, marketing automation, and revenue intelligence tools with Clay-ready output.
npx @mambalabsdev/mcp-gtm-tech-stack-signal-scraperJob Board Keyword Signal Scanner
Configurable role category scanning across job boards. Choose from GTM, Engineering, Finance, Ops/Exec, or define custom keyword sets.
npx @mambalabsdev/mcp-job-board-keyword-signal-scannerCompany Social Presence Mapper
Map any domain to its LinkedIn, X, Instagram, Facebook, and YouTube profiles with follower counts and verification status.
npx @mambalabsdev/mcp-company-social-presence-mapperFunding & Press Signal Scanner
Scan Google News and PR wires for funding rounds, executive moves, product launches, and acquisitions. Returns structured event data with source attribution per company domain.
npx @mambalabsdev/mcp-funding-press-signal-scannerEnrichment Servers
Turn a domain into structured company data. Resolve LinkedIn URLs, check email deliverability with a full DNS audit, enrich firmographics from public sources, and reconcile any name or domain to one canonical company identity.
Domain to LinkedIn URL Resolver
High-accuracy domain to LinkedIn company URL resolution via search and pattern matching. Fixes the 15-20% miss rate in Clay native enrichment.
npx @mambalabsdev/mcp-domain-to-linkedin-url-resolverDomain Deliverability Checker
Full DNS deliverability audit: SPF, DKIM, DMARC, MX records, blacklist checks, and domain age rolled into a 0-100 health score per domain.
npx @mambalabsdev/mcp-domain-deliverability-checkerCompany Firmographic Enricher
Domain to employee band, industry classification, HQ location, founded year, and revenue estimate with full provenance tracking.
npx @mambalabsdev/mcp-company-firmographic-enricherCompany Identity Resolver
Reconcile any company name, domain, or LinkedIn slug into one canonical identity tuple with confidence scoring.
npx @mambalabsdev/mcp-company-identity-resolverScoring and Intelligence Servers
Combine raw signals into a decision. Aggregate hiring and tech stack data into one company intelligence brief, score any company against your weighted ICP criteria from 0 to 100 with a full signal breakdown, or pull a unified change-event feed across every signal source.
GTM Signals Aggregator
Single-call company intelligence brief combining hiring signals, tech stack, and more. Returns a complete picture in one request.
npx @mambalabsdev/mcp-gtm-signals-aggregatorICP Fit Scorer
User-configurable weighted ICP scoring. Provide your criteria as JSON, get back icp_score (0-100), icp_tier (A/B/C), and a full signal breakdown.
npx @mambalabsdev/mcp-icp-fit-scorerCompany Change-Event Feed
Unified company intelligence feed. Orchestrates 5 sub-actors (Hiring, Tech Stack, Firmographic, Social Presence, Funding & Press) in a single call and returns a consolidated change-event report per company.
npx @mambalabsdev/mcp-company-change-event-feedBuilt for you
Need a custom Apify actor, a private MCP server, or a Clay workflow engineered to your enrichment spec? Mamba Labs does contract builds for GTM teams, backed by 11 years of full-stack engineering and Clay Certified expertise.
GTM Dashboards
A full GTM operating layer is in development. Campaign visibility, pipeline analytics, and signal monitoring in one place.