How do I install the root signals mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

What credentials does it need?

It reads `SCORABLE_API_KEY` from the environment. Store these in your client's env block or a secrets manager — never commit them to a repository — and grant the narrowest scope that still covers your use case.

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Root Signals MCP Server

Equip AI agents with evaluation and self-improvement capabilities with Root Signals.

Remote serverstreamable-httpPython

What is the Root Signals MCP Server?

Root Signals becomes available to MCP clients through the root signals mcp server. Equip AI agents with evaluation and self-improvement capabilities with Root Signals.

What Root Signals does

Measurement & Control for LLM Automations

This project serves as a bridge between Scorable API and MCP client applications, allowing AI assistants and agents to evaluate responses against various quality criteria.

Key capabilities

Exposes Scorable evaluators as MCP tools
Implements SSE for network deployment
Compatible with various MCP clients such as Cursor

Practical notes

Written in Python.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Root Signals MCP Server

{
  "mcpServers": {
    "root-signals": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "ghcr.io/scorable/scorable-mcp"],
      "env": {
        "SCORABLE_API_KEY": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

Variable	Description	Required
SCORABLE_API_KEY	Credential the server authenticates with.	Yes

Example prompts to try

“Use Root Signals to Synposis.”
“Use Root Signals to Impacts.”

Frequently asked questions

Equip AI agents with evaluation and self-improvement capabilities with Root Signals. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

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