Mcp Icp Fit Scorer
Score inbound or outbound accounts against a weighted ideal-customer profile and get tier plus breakdown for prioritizing who to pursue next.
Overview
com.mambabuilt/mcp-icp-fit-scorer is a Grow-phase MCP server that scores companies against your ICP with weighted signals and returns score, tier, and breakdown.
What is this MCP server?
- Scores a company against your ICP using configurable weighted signals
- Returns an overall score, tier label, and per-signal breakdown for agents or Clay
- Clay-ready output for list ranking and automated routing
- stdio MCP server on npm as @mambalabsdev/mcp-icp-fit-scorer
- Apify-backed execution with required APIFY_TOKEN
- Registry version 1.0.1
- stdio npm package @mambalabsdev/mcp-icp-fit-scorer
- 1 required secret: APIFY_TOKEN
Community signal: 1 GitHub stars.
What problem does it solve?
Your prospect lists grow faster than you can qualify them, so high-fit accounts get the same attention as poor fits.
Who is it for?
Indie SaaS founders enforcing a written ICP across Clay tables and agent workflows with transparent weighted scoring.
Skip if: Builders still discovering product-market fit who have not defined ICP weights or validation criteria yet.
What do I get? / Deliverables
You get a scored tier and signal breakdown so agents and Clay can prioritize outreach and demos on the best-fit companies.
- Numeric ICP score with tier assignment
- Per-signal weighted breakdown suitable for CRM or Clay columns
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Journey fit
Account scoring sits in the growth motion when you are converting pipeline and need consistent qualification beyond gut feel. Lifecycle is where ICP rules, tiers, and follow-up sequencing connect to CRM and outbound ops for solo operators.
How it compares
Scoring MCP connector with tier output, not a full CRM or a brainstorming methodology skill.
Common Questions / FAQ
Who is com.mambabuilt/mcp-icp-fit-scorer for?
It is for solo builders and small sales motions that already have ICP criteria and want agent-callable scoring with tiers and breakdowns for outbound and pipeline hygiene.
When should I use com.mambabuilt/mcp-icp-fit-scorer?
Use it when refreshing lead lists, before bulk outreach, or when an agent needs to justify why one account ranks above another using weighted signals.
How do I add com.mambabuilt/mcp-icp-fit-scorer to my agent?
Add the npm stdio server @mambalabsdev/mcp-icp-fit-scorer to your MCP config, supply APIFY_TOKEN, and expose the scoring tool to Claude Code, Cursor, or Codex.