Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Beschreibung vom Entwickler (englisches Original)
21 Mamba Labs account-intelligence MCP tools in one server: identity, signals, ICP. Clay-ready.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
Wähle die KI-App, die du nutzt, und kopiere die Einstellungen.
APIFY_TOKENAls geheim markierte Werte sind Schlüssel zu deinem Konto. Gib sie nie weiter und füge sie nie in einen Chat ein.
Du brauchst
Welche App nutzt du?
Wähle oben deine App. Wir merken sie uns, damit der Button beim nächsten Mal „In … installieren“ anzeigt.
Öffne Claude Desktop → Settings → Developer → Edit Config und füge dies in claude_desktop_config.json ein
{
"mcpServers": {
"gtm-suite": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-gtm-suite"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Führe das in deinem Terminal aus
claude mcp add gtm-suite --env APIFY_TOKEN=your-value -- npx -y @mambalabsdev/mcp-gtm-suiteTrag die leeren Werte ein, bevor du ihn startest.
In .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"gtm-suite": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-gtm-suite"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"gtm-suite": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-gtm-suite"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
Dieser Server läuft auf deinem Computer, und ChatGPT kann sich nur mit Servern im Internet verbinden. Wähle eine andere App.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Läuft auf deinem Computer; die Tool-Liste erscheint nach der Installation in deiner KI-App.
Wir prüfen Informationen, die jeder sehen kann; den Code haben wir nicht gelesen. Checks, die nicht zutreffen, werden nicht mitgezählt. · Geprüft am 8. Nov. 2026
Der Herausgeber (mambabuilt.com) ist nicht der Repo-Inhaber (mambalabsdev); vielleicht hat jemand anderes ihn eingetragen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieses Repo haben wir noch nicht von GitHub gelesen
Dieser Server läuft auf deinem Computer; es gibt keinen Endpunkt im Internet
Läuft auf deinem Computer und nutzt stattdessen lokale Einstellungen
Läuft auf deinem Computer; Tool-Listen können wir nur von Endpunkten im Internet lesen
Verglichen mit allen aktiven Servern dieser Kategorie in der Registry. Sterne zählen nur, wenn dem Herausgeber das Repo gehört.
Er hat 0 von 1 zutreffenden Basischecks bestanden. Den Code haben wir nicht gelesen. Bevor du einen Schlüssel oder Token hinzufügst, sieh nach, welche Zugriffe der Server verlangt, und nutze einen Schlüssel, der nur die Berechtigungen hat, die du brauchst.
Das musst du eintragen: APIFY_TOKEN
Er läuft auf deinem Computer. Deine KI-App startet ihn bei Bedarf, und die Daten laufen nicht über die Server des Entwicklers (außer der Server ruft selbst einen Onlinedienst auf).
Das GitHub-Repo wurde zuletzt – geändert, und die neueste Version (1.14.1) kam vor 3 Tagen in die Registry.
Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Außerdem brauchst du Node.js auf deinem Computer.
In derselben Kategorie: Spec Driven Development, Remote Desktop Commander, Alion: company, startup and market intelligence
Server derselben Kategorie von anderen Entwicklern, sortiert nach Sternen.
So liest du eine Karte:↓ Downloads pro Wochei★ GitHub-SterneiDrei Säulen: Bewertungen · Checks · NutzungiAktualisiert = neueste Version in der Registry veröffentlichti
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Companies, jobs, pay and people; check counterparties, register agents, write to companies.
Unverändert aus dem Repo des Entwicklers übernommen. PopNx MCP hat den Inhalt weder geprüft noch empfiehlt es ihn. HTML, Bilder und Skripte wurden entfernt. Links führen von dieser Website weg.
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.
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 scoresenrich_company_firmographics: enrich a domain into employee band, industry, HQ, founded year, revenue, logo, and descriptionmap_company_social_presence: map a domain to LinkedIn, X, Instagram, Facebook, and YouTube URLs and follower countsresolve_linkedin_url: resolve a domain or name to a LinkedIn company URLSignals
scan_gtm_hiring_signals: detect GTM hiring activity from career pagesdetect_gtm_tech_stack: detect CRM, sequencer, and marketing automation toolsscan_job_board_keywords: scan job boards for roles in any categoryget_funding_press_signals: scan news and PR wires for funding, exec moves, launches, and acquisitionsget_company_changes: monitor a domain and return only what changed since the last run; choose the sources to watch and a severity floordetect_ai_tooling: determine whether a company declares, deploys, or charges for AIfingerprint_outbound_infrastructure: determine whether a company runs cold outbound, on what stack, and from which lookalike sending domainstrack_publication_cadence: how much long-form work a company publishes per month, and whether that rate is rising or fallingScoring
aggregate_gtm_signals: combine hiring and tech-stack signals, plus funding, events, or workplace on request, into one composite scorescore_icp_fit: score a company against your ideal customer profileEntity and record resolution
resolve_legal_entity: resolve a domain to its registered legal entity in Companies House, GLEIF or SEC EDGARclassify_contact: turn a job title into a department, a seniority level and a sortable rank, by deterministic ruleReach and readiness
audit_agent_accessibility: whether an AI agent can read a site, and what the site's policy says about itmap_company_event_presence: the third-party conferences a company publicly says it attendsmonitor_public_awards: the companies that won work in a public award register, one row per winnercapture_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.
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.
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_usddetect_gtm_tech_stack (7 inputs): optional domain, company_domain, url, crawl_additional_pages, skipCache, technologies, max_charge_usdaggregate_gtm_signals (5 inputs): required company_domain; optional include_summary, explain_mode, sources, max_charge_usdscan_job_board_keywords (7 inputs): required company_domain, role_categories; optional custom_keywords, enable_fallback, previous_roles_detected, previous_run_date, max_charge_usdresolve_linkedin_url (6 inputs): optional company_domain, company_name, includeFirmographics, skipCache, minConfidenceScore, max_charge_usdscore_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_usdresolve_company_identity (6 inputs): optional company_name, domain, linkedin_url, skipCache, minLinkedinConfidence, max_charge_usdenrich_company_firmographics (6 inputs): optional domain, company_name, domains, batchSize, skipCache, max_charge_usdmap_company_social_presence (6 inputs): optional company_domain, company_name, platforms, includeFollowerCounts, skipCache, max_charge_usdget_funding_press_signals (5 inputs): required domain; optional company_name, signal_types, lookback_days, max_charge_usdget_company_changes (7 inputs): required domain; optional company_name, previous_snapshot, sub_actor_timeout_secs, sources, min_severity, max_charge_usddetect_ai_tooling (7 inputs): optional domain, domains, check_pricing, skipCache, request_timeout_ms, vendors, max_charge_usdfingerprint_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_usdtrack_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_usdpush_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_usdaudit_agent_accessibility (6 inputs): required domain; optional check_endpoints, check_structured_data, skipCache, checks, max_charge_usdclassify_contact (9 inputs): required job_title; optional full_name, company_domain, verify_position, use_llm_fallback, llm_provider, llm_model, skipCache, max_charge_usdmap_company_event_presence (7 inputs): required domain; optional company_name, years, include_own_events, max_queries, skipCache, max_charge_usdresolve_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_usdmonitor_public_awards (8 inputs): required register; optional window_days, min_award_value, max_entities, exclude_government_recipients, resolve_domains, domain_confidence_floor, max_charge_usdcapture_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.
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_fundi
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