mambalabsdev/mcp-icp-fit-scorer

mambalabsdev/mcp-icp-fit-scorer

от mambalabsdev
ICP Fit Scorer оценивает соответствие компании вашему идеальному профилю клиента (ICP) по весовым сигналам — найм, техстек, размер. Выдаёт балл 0-100, уровень A-D и разбивку. Готовит плоскую строку...

ICP Fit Scorer MCP Server

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

An MCP server that scores a company against your ideal customer profile. It wraps the Mamba Labs ICP Fit Scorer actor on Apify and returns a Clay-ready flat JSON row to any MCP client.

What's Inside

  • What it does
  • Quick start
  • Prerequisites
  • Example prompts
  • Inputs
  • Output
  • Example output
  • Features
  • Full actor documentation
  • Mamba Labs GTM Suite
  • License

What it does

Give it a company domain and a definition of your ICP, and it scores the company on weighted signals, returning a 0 to 100 score, an A to D tier, and a per-signal breakdown. Define your ICP three ways: a prebuilt template, a JSON scoring config, or a plain-English description (which uses your own LLM key). Turn on fetch_signals and the actor will gather hiring and tech-stack signals for you before scoring. One flat row, ready for Clay, a CRM, or an AI agent workflow. All of the scoring runs on Apify. This package is a thin client that calls the actor and hands back the result.

Quick start

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

Инструменты были проиндексированы:
score_icp_fitтолько чтениеидемпотентныйвнешний мир

Оценивает компанию на соответствие вашему идеальному профилю клиента (ICP) с использованием взвешенных сигналов. Возвращает icp_score от 0 до 100, icp_tier от A до D и разбивку по каждому сигналу в виде плоской строки JSON, готовой для Clay. Определите ваш ICP с помощью готового шаблона, JSON scoring_config или описания icp_description на простом английском (требует llm_api_key). Только для чтения; требует APIFY_TOKEN и расходует кредиты Apify за каждый вызов.

Оценивает соответствие ICP

Параметры
  • company_domainstringобязательный

    The primary domain of the company to score. Example: clay.com

  • company_namestring

    Optional display name of the company.

  • crm_detectedstring

    Whether any CRM was detected. Accepts a boolean-like string ("true"/"false") or any non-empty CRM name (e.g. "Salesforce"). Sent as a string for Clay compatibility and coerced to boolean at runtime. Auto-derived from uses_hubspot/uses_salesforce if not set.

  • employee_bandstring

    Firmographic employee band from the Company Firmographic Enricher (Actor ID YlUtLWjfPpqykmB8g), e.g. "201-500". Scores via employee_band_match when it is in target_employee_bands.

  • fetch_signalsboolean

    If true, the actor fetches hiring and tech-stack signals for the company automatically before scoring.

  • founded_yearstring

    Year the company was founded, from the Company Firmographic Enricher (Actor ID YlUtLWjfPpqykmB8g). Carried for reference; not currently scored. Accepts a numeric string (e.g. "2015").

  • funded_within_daysinteger

    Optional. How recent a funding round must be to count for the recently_funded signal, in days. Defaults to 540 (18 months).

  • funding_stagestring

    Funding stage (e.g. seed, series_a, series_b, growth). Used to infer recently_funded.

  • gtm_hiring_signalstring

    Whether the company is actively hiring for GTM/sales roles. Accepts a boolean-like string ("true"/"false"). Sent as a string for Clay compatibility and coerced to boolean at runtime.

  • gtm_role_countstring

    Number of open GTM/sales roles. Scores via the gtm_role_count_strong signal when at or above min_gtm_roles (default 2). Accepts a numeric string (e.g. "8"). Sent as a string for Clay compatibility and coerced to integer at runtime.

  • has_linkedinstring

    Whether a company LinkedIn page was found, from the Company Social Presence Mapper (Actor ID 4k6CCemkgBDz18m2h) or the Domain to LinkedIn URL Resolver (Actor ID 3HtnSaqPHOg1Qg5gx). Contributes to social_presence. Accepts a boolean-like string.

  • has_twitterstring

    Whether a company X/Twitter profile was found, from the Company Social Presence Mapper (Actor ID 4k6CCemkgBDz18m2h). Contributes to social_presence. Accepts a boolean-like string.

  • headcountstring

    Current employee headcount. Accepts a numeric string (e.g. "3000"). Sent as a string for Clay compatibility and coerced to integer at runtime.

  • headcount_in_rangeboolean

    Override: whether headcount is in your target range.

  • headcount_maxinteger

    Maximum headcount for the headcount_in_range signal.

  • headcount_mininteger

    Minimum headcount for the headcount_in_range signal.

  • hq_locationstring

    Headquarters location from the Company Firmographic Enricher (Actor ID YlUtLWjfPpqykmB8g). Carried for reference; not currently scored.

  • icp_descriptionstring

    Plain-English description of your target ICP. Requires llm_api_key. Alternative to template or scoring_config.

  • include_explanationboolean

    If true, adds a score_explanation string to the output describing how the score was derived.

  • industrystring

    The company's industry (from the Company Firmographic Enricher, Actor ID YlUtLWjfPpqykmB8g).

  • industry_matchboolean

    Override: whether the company's industry matches your target list.

  • job_countstring

    Number of open jobs found, from the Job Board Keyword Signal Scanner (Actor ID 4DvqpvhMR74NLcDDY). Scores via active_hiring_volume when at or above min_job_count (default 3). Accepts a numeric string.

  • keyword_match_countstring

    Number of target-keyword matches found, from the Job Board Keyword Signal Scanner (Actor ID 4DvqpvhMR74NLcDDY). Scores via keyword_signal_match when at or above min_keyword_matches (default 1). Accepts a numeric string.

  • last_funding_datestring

    ISO date of last funding round (legacy field; latest_funding_date is preferred). Used to auto-detect recently_funded if the boolean is not set.

  • latest_funding_amountstring

    Dollar amount of the latest funding round (from C1 when it ships). Scores via well_funded when at or above min_funding_amount (default 1000000). Accepts a numeric string (e.g. "50000000").

  • latest_funding_datestring

    ISO date of the latest funding round (from C1 Funding & Press Signal Scanner when it ships). Drives recently_funded against funded_within_days.

  • llm_api_keystring

    Your OpenAI or Anthropic API key. Required only when using icp_description.

  • llm_providerstring

    LLM provider to use with icp_description: openai or anthropic.

  • min_score_to_outputinteger

    If set, rows scoring below this threshold are skipped from output (not pushed to dataset). Skipped rows are logged only.

  • previous_scoreinteger

    Previous ICP score for this company. If provided, output includes score_change and score_trend fields.

  • recently_fundedboolean

    Override: whether the company was recently funded (within funded_within_days, default 540).

  • revenue_estimatestring

    Estimated annual revenue in dollars from the Company Firmographic Enricher (Actor ID YlUtLWjfPpqykmB8g). Scores via revenue_in_range. Accepts a numeric string (e.g. "50000000"). Coerced to integer at runtime.

  • scoring_configobject

    JSON object of scoring weights. Alternative to template or icp_description.

  • seq_tool_detectedstring

    Whether a sales sequencing tool (Outreach, SalesLoft, Apollo, Lemlist) was detected. Accepts a boolean-like string ("true"/"false") or any non-empty tool name (e.g. "Outreach"). Sent as a string for Clay compatibility and coerced to boolean at runtime.

  • social_platforms_foundstring

    Number of official social platforms found, from the Company Social Presence Mapper (Actor ID 4k6CCemkgBDz18m2h). Scores via social_presence when at or above min_social_platforms (default 2). Accepts a numeric string.

  • target_industriesstring

    Comma-separated list of target industries for the industry_match signal.

  • tech_stackstring

    Comma-separated list of technologies. Used to auto-detect CRM/sequencing tools if booleans are not set.

  • templatestring

    Name of a prebuilt scoring config. Alternative to scoring_config or icp_description.

  • tier_thresholdsobject

    Optional. Minimum score for each tier as { "tier_a": number, "tier_b": number, "tier_c": number }. Scores at or above tier_a are A, tier_b are B, tier_c are C, else D. Defaults to 80 / 60 / 40.

  • total_followersstring

    Total social followers across platforms, from the Company Social Presence Mapper (Actor ID 4k6CCemkgBDz18m2h). Scores via strong_social_following when at or above min_total_followers (default 1000). Accepts a numeric string.

  • uses_claystring

    Whether the company uses Clay. Accepts a boolean-like string ("true"/"false"). Sent as a string for Clay compatibility and coerced to boolean at runtime.

  • uses_hubspotstring

    Whether the company uses HubSpot. Accepts a boolean-like string ("true"/"false"). Sent as a string for Clay compatibility and coerced to boolean at runtime.

  • uses_salesforcestring

    Whether the company uses Salesforce. Accepts a boolean-like string ("true"/"false"). Sent as a string for Clay compatibility and coerced to boolean at runtime.

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