Scores a company against your ICP with weighted signals. Returns score, tier, and breakdown.
MCP MCP server is a locally run integration for AI assistants that speak the Model Context Protocol. Scores a company against your ICP with weighted signals. Returns score, tier, and breakdown.
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.
Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.
Once MCP is connected, these are the calls the assistant has available:
User — defined JSON scoring config with custom weightsPer — signal point breakdown: hiring, tech stack, headcount, funding, industryActor — Immutable Actor IDYou will need one environment variable: APIFY_TOKEN. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
Plenty of developer tooling servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. MCP's toolset — User, Per, Actor — is a fair guide to whether it matches your workflow. It is maintained by com.mambabuilt; worth a glance at recent repository activity before you build anything load-bearing on it.
We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.
| Tool | What it does |
|---|---|
| User | defined JSON scoring config with custom weights |
| Per | signal point breakdown: hiring, tech stack, headcount, funding, industry |
| Actor | Immutable Actor ID |
{
"mcpServers": {
"mamba-icp-scorer": {
"command": "npx",
"args": ["-y", "@mambalabsdev/mcp-icp-fit-scorer"],
"env": {
"APIFY_TOKEN": "your-apify-token"
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| APIFY_TOKEN | Credential the server authenticates with. | Yes |
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