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glassbox-framework

Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.

TheBarmaEffectthebarmaeffect/glassbox-framework★ 11Updated May 25, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.TheBarmaEffect/glassbox-framework",
  "description": "Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.",
  "repository": {
    "url": "https://github.com/TheBarmaEffect/glassbox",
    "source": "github"
  },
  "version": "1.0.3",
  "packages": [
    {
      "registryType": "npm",
      "identifier": "@glassbox-framework/mcp",
      "version": "1.0.3",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "Your Anthropic API key (sk-ant-...). Required for the claim extractor, red team, constitution engines, and ECS coherence checks. One v1 tool (generate_trust_card) works without an API key — it's pure assembly + deterministic audit hashing.",
          "isRequired": true,
          "format": "string",
          "isSecret": true,
          "name": "ANTHROPIC_API_KEY"
        },
        {
          "description": "Override the Claude model used by the verification engines. Defaults to claude-sonnet-4-6.",
          "format": "string",
          "default": "claude-sonnet-4-6",
          "name": "GLASSBOX_MODEL"
        },
        {
          "description": "Per-engine-call max-tokens cap. Defaults to 2048; raise for verifying long-form content.",
          "format": "string",
          "default": "2048",
          "name": "GLASSBOX_MAX_TOKENS"
        },
        {
          "description": "ECS aggregation mode: arithmetic (weighted mean, default) or geometric (stricter — any zero dimension collapses the total).",
          "format": "string",
          "default": "arithmetic",
          "name": "GLASSBOX_ECS_MODE"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—node
Installs—npm:@glassbox-framework/mcp@1.0.3
Runs install scripts—None
NetworkNoneNone
Needs credentialsANTHROPIC_API_KEYANTHROPIC_API_KEY
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #11.0.3latestOct 7, 2026