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com.mambabuilt/mcp-icp-fit-scorer

NPM · @MAMBALABSDEV/MCP-ICP-FIT-SCORER · SCANNED SEP 20

Scores a company against your ICP with weighted signals. Returns score, tier, and breakdown.

Available components

npm · @mambalabsdev/mcp-icp-fit-scorer 78
0 this week 78 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security98
  • No malware found by supply-chain analysis.Pass
  • No known CVEs affecting this package version or its production dependencies.Pass
  • No install/post-install scripts declared.Pass
  • 31 of 96 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency48
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 37 days ago).Pass
  • Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability54
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1867 tokens (~1867/item across 1 items; 1 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management80
  • Stability observed for 24 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 1 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the com.mambabuilt/mcp-icp-fit-scorer server?

com.mambabuilt/mcp-icp-fit-scorer runs locally as an npm package, launched with npx -y @mambalabsdev/mcp-icp-fit-scorer. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

npm · @mambalabsdev/mcp-icp-fit-scorer

# add to Claude Code
claude mcp add com-mambabuilt-mcp-icp-fit-scorer -- npx -y @mambalabsdev/mcp-icp-fit-scorer
// .cursor/mcp.json
{
  "mcpServers": {
    "com-mambabuilt-mcp-icp-fit-scorer": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-icp-fit-scorer"
      ]
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "com-mambabuilt-mcp-icp-fit-scorer": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-icp-fit-scorer"
      ]
    }
  }
}
# add to Codex CLI
codex mcp add com-mambabuilt-mcp-icp-fit-scorer -- npx -y @mambalabsdev/mcp-icp-fit-scorer
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-mambabuilt-mcp-icp-fit-scorer": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@mambalabsdev/mcp-icp-fit-scorer"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-mambabuilt-mcp-icp-fit-scorer --command npx --arg -y --arg @mambalabsdev/mcp-icp-fit-scorer
# ~/.hermes/config.yaml
mcp_servers:
  com-mambabuilt-mcp-icp-fit-scorer:
    command: "npx"
    args: ["-y", "@mambalabsdev/mcp-icp-fit-scorer"]
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "com-mambabuilt-mcp-icp-fit-scorer": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "@mambalabsdev/mcp-icp-fit-scorer"
      ]
    }
  }
}
# add to Vellum
assistant mcp add com-mambabuilt-mcp-icp-fit-scorer -t stdio -c npx -a -y @mambalabsdev/mcp-icp-fit-scorer
// mcp.json
{
  "mcpServers": {
    "com-mambabuilt-mcp-icp-fit-scorer": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-icp-fit-scorer"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 20 Sept 26 −3
    • Stability: pass → 0.80 functional
  • 19 Sept 26 +1
    • Stability: 0.97 → pass security
  • 17 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

  • 15 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.

  • 13 Sept 26 −3
    • Stability: pass → 0.80 functional
  • 12 Sept 26 +1
    • Stability: 0.97 → pass security
    • Security disclosure: unverified → pass ▲ functional
  • 11 Sept 26 0
    • Security disclosure: pass → unverified ▼ functional
  • 10 Sept 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 20 Sept 2026 · Analysed npm/@mambalabsdev/mcp-icp-fit-scorer@1.1.1

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem npm

Background: How many MCP packages publish verified provenance →

Dependencies 96 packages
Packages resolved 96
Stale 31
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 1 exposed · ~1,867 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
score_icp_fit ~1,867

Score a company against your ideal customer profile (ICP) using weighted signals. Returns a 0 to 100 icp_score, an A to D icp_tier, and a per-signal breakdown as a flat, Clay-ready JSON row. Define your ICP with a prebuilt template, a JSON scoring_config, or a plain-English icp_description (which requires llm_api_key). Read-only; requires an APIFY_TOKEN and consumes Apify credits per call.

NameTypeReqDescription
company_domainstringyesThe 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.…
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 an…
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 soc…
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). Accep…
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…
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…
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…
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).…
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.

No output schema declared.

No examples provided.

Common questions

What is the com.mambabuilt/mcp-icp-fit-scorer server?

com.mambabuilt/mcp-icp-fit-scorer is listed in the public MCP registry as com.mambabuilt/mcp-icp-fit-scorer. Scores a company against your ICP with weighted signals. Returns score, tier, and breakdown. This page covers its npm package (@mambalabsdev/mcp-icp-fit-scorer).

Is the com.mambabuilt/mcp-icp-fit-scorer server safe to use?

com.mambabuilt/mcp-icp-fit-scorer scores 78 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the com.mambabuilt/mcp-icp-fit-scorer server expose?

com.mambabuilt/mcp-icp-fit-scorer exposes 1 tool: score_icp_fit. Their descriptions and schemas cost roughly 1,867 tokens of context every time the server is loaded.

Is the com.mambabuilt/mcp-icp-fit-scorer server still maintained?

com.mambabuilt/mcp-icp-fit-scorer is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the com.mambabuilt/mcp-icp-fit-scorer server under?

com.mambabuilt/mcp-icp-fit-scorer declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.