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Gtm Suite

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GTM signal intelligence suite for AI agents. Six tools: hiring signals, tech stack detection, company-to-LinkedIn resolution, ICP scoring, job board scanning, a

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Описание

GTM signal intelligence suite for AI agents. Six tools: hiring signals, tech stack detection, company-to-LinkedIn resolution, ICP scoring, job board scanning, and a combined signals aggregator. Built for outbound sales workflows.

README

Smithery Glama score MCP Registry npm version npm downloads license mcpservers.org

Gtm Suite MCP server

One MCP server that exposes the Mamba Labs GTM Suite. Install a single package and get all twenty one account-intelligence tools in your MCP client, each wrapping a Mamba Labs actor on Apify and returning Clay-ready flat JSON.

What's Inside

What it does

This server gives an AI client twenty one account-intelligence tools in one place, covering the full GTM workflow: resolve identity, enrich the account, detect buying signals, score fit, and push the survivors into a sequencer.

Identity and enrichment

  • resolve_company_identity: reconcile name, domain, and LinkedIn URL into one canonical identity with confidence scores
  • enrich_company_firmographics: enrich a domain into employee band, industry, HQ, founded year, revenue, logo, and description
  • map_company_social_presence: map a domain to LinkedIn, X, Instagram, Facebook, and YouTube URLs and follower counts
  • resolve_linkedin_url: resolve a domain or name to a LinkedIn company URL

Signals

  • scan_gtm_hiring_signals: detect GTM hiring activity from career pages
  • detect_gtm_tech_stack: detect CRM, sequencer, and marketing automation tools
  • scan_job_board_keywords: scan job boards for roles in any category
  • get_funding_press_signals: scan news and PR wires for funding, exec moves, launches, and acquisitions
  • get_company_changes: monitor a domain and return only what changed since the last run; choose the sources to watch and a severity floor
  • detect_ai_tooling: determine whether a company declares, deploys, or charges for AI
  • fingerprint_outbound_infrastructure: determine whether a company runs cold outbound, on what stack, and from which lookalike sending domains
  • track_publication_cadence: how much long-form work a company publishes per month, and whether that rate is rising or falling

Scoring

  • aggregate_gtm_signals: combine hiring and tech-stack signals, plus funding, events, or workplace on request, into one composite score
  • score_icp_fit: score a company against your ideal customer profile

Entity and record resolution

  • resolve_legal_entity: resolve a domain to its registered legal entity in Companies House, GLEIF or SEC EDGAR
  • classify_contact: turn a job title into a department, a seniority level and a sortable rank, by deterministic rule

Reach and readiness

  • audit_agent_accessibility: whether an AI agent can read a site, and what the site's policy says about it
  • map_company_event_presence: the third-party conferences a company publicly says it attends
  • monitor_public_awards: the companies that won work in a public award register, one row per winner
  • capture_linkedin_posts_and_commenters: the LinkedIn posts a search engine has indexed for profiles and company pages, with no request to LinkedIn (commenters removed 2026-10-12)

All of the work runs on Apify. This package is a thin client that routes each tool call to the right actor and hands back the result.

Quick start

You need Node.js 18 or newer and an Apify account with an API token.

Add this to your Claude Desktop config:

{
  "mcpServers": {
    "mamba-gtm-suite": {
      "command": "npx",
      "args": ["-y", "@mambalabsdev/mcp-gtm-suite"],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}

Get your token at https://console.apify.com/account/integrations, paste it in, and restart Claude Desktop. All twenty one tools will be available.

Prerequisites

  • Node.js 18 or newer
  • An Apify account with an API token

Example prompts

  • "Profile stripe.com: firmographics, hiring signals, tech stack, and an overall GTM score."
  • "Resolve the canonical identity for Deel, then enrich its firmographics and social presence."
  • "Find figma.com's LinkedIn URL, then score it against my ICP."
  • "Any funding or exec moves at openai.com recently, and what CRM do they use?"
  • "What changed at datadoghq.com since last week?"

Tools and inputs

Each tool maps to one Apify actor. Every input each tool accepts is listed below, generated from the server's own tool list. Where a tool marks nothing required, it still needs one identifier: the tool says which when you call it without one.

  • scan_gtm_hiring_signals (8 inputs): required domain; optional role_filter, ats_slug, mode, include_role_details, previous_gtm_role_count, previous_run_date, max_charge_usd
  • detect_gtm_tech_stack (7 inputs): optional domain, company_domain, url, crawl_additional_pages, skipCache, technologies, max_charge_usd
  • aggregate_gtm_signals (5 inputs): required company_domain; optional include_summary, explain_mode, sources, max_charge_usd
  • scan_job_board_keywords (7 inputs): required company_domain, role_categories; optional custom_keywords, enable_fallback, previous_roles_detected, previous_run_date, max_charge_usd
  • resolve_linkedin_url (6 inputs): optional company_domain, company_name, includeFirmographics, skipCache, minConfidenceScore, max_charge_usd
  • score_icp_fit (44 inputs): required company_domain; optional company_name, template, scoring_config, icp_description, llm_api_key, llm_provider, fetch_signals, include_explanation, tier_thresholds, funded_within_days, min_score_to_output, previous_score, gtm_hiring_signal, gtm_role_count, uses_hubspot, uses_salesforce, uses_clay, crm_detected, seq_tool_detected, tech_stack, headcount, headcount_min, headcount_max, headcount_in_range, employee_band, revenue_estimate, hq_location, founded_year, recently_funded, last_funding_date, latest_funding_date, latest_funding_amount, funding_stage, industry, industry_match, target_industries, social_platforms_found, total_followers, has_linkedin, has_twitter, job_count, keyword_match_count, max_charge_usd
  • resolve_company_identity (6 inputs): optional company_name, domain, linkedin_url, skipCache, minLinkedinConfidence, max_charge_usd
  • enrich_company_firmographics (6 inputs): optional domain, company_name, domains, batchSize, skipCache, max_charge_usd
  • map_company_social_presence (6 inputs): optional company_domain, company_name, platforms, includeFollowerCounts, skipCache, max_charge_usd
  • get_funding_press_signals (5 inputs): required domain; optional company_name, signal_types, lookback_days, max_charge_usd
  • get_company_changes (7 inputs): required domain; optional company_name, previous_snapshot, sub_actor_timeout_secs, sources, min_severity, max_charge_usd
  • detect_ai_tooling (7 inputs): optional domain, domains, check_pricing, skipCache, request_timeout_ms, vendors, max_charge_usd
  • fingerprint_outbound_infrastructure (10 inputs): optional domain, domains, scan_sending_domains, sending_domain_depth, check_deliverability, skipCache, max_sending_domain_probes, request_timeout_ms, dns_timeout_ms, max_charge_usd
  • track_publication_cadence (9 inputs): optional domain, domains, max_pages_to_date, domain_time_budget_ms, skipCache, page_concurrency, max_sitemap_fetches, request_timeout_ms, max_charge_usd
  • push_leads_to_sequencer (11 inputs): required sequencer, campaign_id; optional api_key, leads, dataset_id, min_icp_score, deduplicate, dry_run, field_mapping, custom_variables, max_charge_usd
  • audit_agent_accessibility (6 inputs): required domain; optional check_endpoints, check_structured_data, skipCache, checks, max_charge_usd
  • classify_contact (9 inputs): required job_title; optional full_name, company_domain, verify_position, use_llm_fallback, llm_provider, llm_model, skipCache, max_charge_usd
  • map_company_event_presence (7 inputs): required domain; optional company_name, years, include_own_events, max_queries, skipCache, max_charge_usd
  • resolve_legal_entity (9 inputs): required domain, sec_requester_name, sec_requester_email; optional legal_name_hint, jurisdiction_hint, match_strictness, validate_vat, skipCache, max_charge_usd
  • monitor_public_awards (8 inputs): required register; optional window_days, min_award_value, max_entities, exclude_government_recipients, resolve_domains, domain_confidence_floor, max_charge_usd
  • capture_linkedin_posts_and_commenters (4 inputs): optional profile_urls, company_urls, posted_since, max_charge_usd.

Every tool also accepts max_charge_usd, an optional spending cap in USD for that call: the actor stops before any charge that would take the run past it and keeps every row already charged.

push_leads_to_sequencer is the only tool here that writes: it adds leads to your campaign unless dry_run is true.

Pricing

Each tool runs its actor on your own Apify account and is billed there, pay per event. Every run also carries Apify's actor start event at $0.00005 per GB of memory. Prices below are read from each actor's live pricing record on 2026-10-16; the Apify page of each actor carries the current price.

Tool Events and price per event (USD)
scan_gtm_hiring_signals apify-default-dataset-item $0.05 on the Free plan, down to $0.0425 on higher Apify plans
detect_gtm_tech_stack apify-default-dataset-item $0.015 on the Free plan, down to $0.0128 on higher Apify plans
aggregate_gtm_signals apify-default-dataset-item $0.055 on the Free plan, down to $0.0385 on higher Apify plans
scan_job_board_keywords apify-default-dataset-item $0.05 on the Free plan, down to $0.0425 on higher Apify plans
resolve_linkedin_url apify-default-dataset-item $0.006 on the Free plan, down to $0.0051 on higher Apify plans
score_icp_fit apify-default-dataset-item $0.05 on the Free plan, down to $0.0425 on higher Apify plans
resolve_company_identity apify-default-dataset-item $0.007 on the Free plan, down to $0.00595 on higher Apify plans
enrich_company_firmographics apify-default-dataset-item $0.004 on the Free plan, down to $0.0034 on higher Apify plans
map_company_social_presence apify-default-dataset-item $0.015 on the Free plan, down to $0.0128 on higher Apify plans
get_funding_press_signals apify-default-dataset-item $0.03 on the Free plan, down to $0.0255 on higher Apify plans
get_company_changes apify-default-dataset-item $0.01 on the Free plan, down to $0.0085 on higher Apify plans; change-source-resolved $0.01 on the Free plan, down to $0.0085 on higher Apify plans
detect_ai_tooling actor-start $0.00005; domain-analyzed $0.003 on the Free plan, down to $0.00255 on higher Apify plans
fingerprint_outbound_infrastructure actor-start $0.00005; domain-analyzed $0.004 on the Free plan, down to $0.0034 on higher Apify plans
track_publication_cadence actor-start $0.00005; domain-analyzed $0.004 on the Free plan, down to $0.0034 on higher Apify plans
push_leads_to_sequencer lead-pushed $0.01 on the Free plan, down to $0.0085 on higher Apify plans
audit_agent_accessibility domain-analyzed $0.005 on the Free plan, down to $0.00425 on higher Apify plans
classify_contact contact-classified $0.003 on the Free plan, down to $0.00255 on higher Apify plans
map_company_event_presence company-analyzed $0.005 on the Free plan, down to $0.00425 on higher Apify plans
resolve_legal_entity domain-resolved $0.007 on the Free plan, down to $0.00595 on higher Apify plans
monitor_public_awards award-winner-found $0.005 on the Free plan, down to $0.00425 on higher Apify plans
capture_linkedin_posts_and_commenters post-collected $0.002 on the Free plan, down to $0.0017 on higher Apify plans

A pricing change takes effect on 2026-10-26 for company-firmographic-enricher, company-identity-resolver, domain-to-linkedin-url-resolver: the charge moves to a result event. Check the actor's Apify page after that date.

How each call runs

Each call starts the actor run, polls it until it finishes, then reads the dataset. A run is allowed 1,800 seconds. If the run is still going when this call stops waiting, the call returns the run id and a console link instead of a timeout, so the result is never lost.

Full actor documentation

For the complete input and output reference, pricing, and run history of each actor, see the Mamba Labs Apify Store page:

https://apify.com/mambalabs


Mamba Labs GTM Suite

This is the umbrella server for the Mamba Labs GTM Suite: twenty one account-intelligence tools for go-to-market signal intelligence, each backed by a dedicated Apify actor and also published as its own standalone MCP server. The Mamba Labs fleet has 65 public actors; the brand presence mappers, the influencer suite, Expert Witness Directory, and the other actors outside this list are available as their own servers under @mambalabsdev on npm.

Tool Actor Immutable Actor ID
scan_gtm_hiring_signals GTM Hiring Signal Scraper D7O1SA2EqwHGsGr1P
detect_gtm_tech_stack Tech Stack Signal Detector qyd7nNyqFPelQViBx
aggregate_gtm_signals GTM Signals Aggregator xKdRfnfFNkdMpFuNs
scan_job_board_keywords Job Board Keyword Signal Scanner 4DvqpvhMR74NLcDDY
resolve_linkedin_url Domain to LinkedIn URL Resolver 3HtnSaqPHOg1Qg5gx
score_icp_fit ICP Fit Scorer W161DT8W4kW55dMFh
resolve_company_identity Company Identity Resolver lr8fTRAmZCBZmuwwh
enrich_company_firmographics Company Firmographic Enricher YlUtLWjfPpqykmB8g
map_company_social_presence Company Social Presence Mapper 4k6CCemkgBDz18m2h
get_funding_press_signals Funding and Press Signal Scanner FS13X6dhQVgX3XOM6
get_company_changes Company Change Event Feed oX44rS0fkEJ3rXLWe
detect_ai_tooling AI Tooling Detector EwkHhmqiuJgRoVEbE
fingerprint_outbound_infrastructure Outbound Stack Detector v43UJC8r7qW7cBSTG
track_publication_cadence Publishing Frequency Tracker TbLwaUUATdYb6wp4N
push_leads_to_sequencer Sequencer Lead Push 0Jv27VeWM5tSZQs9x
audit_agent_accessibility Agent Accessibility Auditor anxbRv0lKrpQ1pnua
classify_contact Contact Classifier 0lGSeYJmniXhGANnO
map_company_event_presence Event Presence Index WLhMy8fMDgsxdYxv5
resolve_legal_entity Legal Entity Resolver KHFyPCDIx7CyqULYm
monitor_public_awards Government Contract Award Monitor zhEtllASykOcx9hJ8
capture_linkedin_posts_and_commenters LinkedIn Post Tracker oiGLNPuaf5BRaz9K5

The Domain Deliverability Checker actor is published as a standalone MCP server but is intentionally not bundled here: it audits email-sending infrastructure (SPF, DKIM, DMARC, blacklists) rather than account intelligence, so it sits outside this suite's scope.

Built by Mamba Labs | npm | Apify Store | mambabuilt.com

License

MIT

Built by Mamba Labs. https://apify.com/mambalabs

from github.com/mambalabsdev/mcp-gtm-suite

Установка Gtm Suite

У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.

▸ github.com/mambalabsdev/mcp-gtm-suite

FAQ

Gtm Suite MCP бесплатный?

Да, Gtm Suite MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для Gtm Suite?

Нет, Gtm Suite работает без API-ключей и переменных окружения.

Gtm Suite — hosted или self-hosted?

Доступен hosted-вариант: Unyly запускает сервер в облаке, локальная установка не обязательна.

Как установить Gtm Suite в Claude Desktop, Claude Code или Cursor?

Открой Gtm Suite на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

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