Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
21 Mamba Labs account-intelligence MCP tools in one server: identity, signals, ICP. Clay-ready.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
APIFY_TOKENLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"gtm-suite": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-gtm-suite"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add gtm-suite --env APIFY_TOKEN=your-value -- npx -y @mambalabsdev/mcp-gtm-suiteCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"gtm-suite": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-gtm-suite"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"gtm-suite": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-gtm-suite"
],
"env": {
"APIFY_TOKEN": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 10 nov 2026
Quien lo publicó (mambabuilt.com) no es el dueño del repo (mambalabsdev); puede que otra persona lo haya listado
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 0 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: APIFY_TOKEN
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (1.14.3) llegó al registro hoy.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, SWATGenX
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:↓ Descargas por semanai★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
SWAT+ watershed models for any river in the lower 48 states, with groundwater and PFAS data
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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
Solo se muestra el principio; lee el resto en el repo