MCP.Market

Icp Fit Scorer MCP server

by mambabuilt.com·com.mambabuilt/mcp-icp-fit-scorer·v1.3.0·3 stars
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Scores a company against your ICP with weighted signals. Returns score, tier, and breakdown.

B77/100grade B
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Safety scan
B77/100

full report

Adoption
Growing

3 stars93 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Icp Fit Scorer tools (2)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • list_icp_templates

    List the prebuilt ICP scoring templates score_icp_fit accepts in its template input, with the actor's own note on how they differ. Answers locally from the server: no Apify run, no token needed, and no charge. Use it before score_icp_fit when you have no scoring_config or icp_description of your own.

  • score_icp_fit

    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). Reads public data and writes nothing; requires an APIFY_TOKEN and consumes Apif

Public scan report

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identitynamespace and repository owner differ4/10
Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Icp Fit Scorer compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
77/100
higher than 50% of 48,255 servers
Tools
2
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
3
more than 80% of 28,688 servers
Downloads a week
93
more than 61% of 12,191 servers with a package

What its tools let an agent do: 2 read

Release history: 3 versions in the registry since 2026-08-13, latest 2026-10-16, typically one every 54 days.

Install Icp Fit Scorer in Claude Code, Cursor or VS Code

Runs npx -y @mambalabsdev/mcp-icp-fit-scorer on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mcp-icp-fit-scorer -- npx -y @mambalabsdev/mcp-icp-fit-scorer
Add to Cursor

What the publisher says

From the Icp Fit Scorer repository's README, as published. We do not edit it. Read it on GitHub

ICP Fit Scorer MCP Server

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.

Add this to your Claude Desktop config:

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

Get your token at https://console.apify.com/account/integrations, paste it in, and restart Claude Desktop. The scoreicpfit tool will be available.

Prerequisites

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

Example prompts

  • "Score clay.com against the b2b_saas template and fetch its signals."
  • "How well does stripe.com fit an ICP of mid-market fintech companies? Explain the score."
  • "Score figma.com with my scoring config and include the per-signal breakdown."
  • "Rate openai.com against this ICP description: enterprise AI teams hiring for go-to-market."

Inputs

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Icp Fit Scorer: common questions

Is Icp Fit Scorer MCP server safe?
Mostly: it is graded B (77/100). Read the Icp Fit Scorer safety report
How do I install Icp Fit Scorer?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Icp Fit Scorer need an API key?
Yes. The registry entry asks for APIFY_TOKEN.
Is Icp Fit Scorer maintained?
The last commit was in the last day (2026-11-03). The latest release is v1.3.0.
How does Icp Fit Scorer compare with other MCP servers?
safety score 77/100 (higher than 50% of 48,255 servers); tools 2 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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