io.github.TheBarmaEffect/glassbox-framework

io.github.TheBarmaEffect/glassbox-framework·v1.0.3·Calendar & Time

Quality Score

/100

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

Repository →

§00 Trust verdict · v1 advisory · method

UNVERIFIEDno verdict on file

Verdict not yet evaluated for this tool. The hybrid eval runs adversarial cases first; coverage rolls out as the corpus expands. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: hybrid eval, four-state verdict, honest limits.

§01 Install

Claude Desktop (claude_desktop_config.json)

{
  "mcpServers": {
    "glassbox-framework": {
      "command": "npx",
      "args": [
        "-y",
        "@glassbox-framework/mcp"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your-anthropic_api_key>",
        "GLASSBOX_MODEL": "claude-sonnet-4-6",
        "GLASSBOX_MAX_TOKENS": "2048",
        "GLASSBOX_ECS_MODE": "arithmetic"
      }
    }
  }
}

Cursor (.cursor/mcp.json)

{
  "mcpServers": {
    "glassbox-framework": {
      "command": "npx",
      "args": [
        "-y",
        "@glassbox-framework/mcp"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<your-anthropic_api_key>",
        "GLASSBOX_MODEL": "claude-sonnet-4-6",
        "GLASSBOX_MAX_TOKENS": "2048",
        "GLASSBOX_ECS_MODE": "arithmetic"
      }
    }
  }
}

Cline (cline_mcp_settings.json)

npx -y @glassbox-framework/mcp

§02 Environment variables

ANTHROPIC_API_KEY

requiredsecret

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.

GLASSBOX_MODEL

Override the Claude model used by the verification engines. Defaults to claude-sonnet-4-6.

GLASSBOX_MAX_TOKENS

Per-engine-call max-tokens cap. Defaults to 2048; raise for verifying long-form content.

GLASSBOX_ECS_MODE

ECS aggregation mode: arithmetic (weighted mean, default) or geometric (stricter — any zero dimension collapses the total).

§03 MCP Quality Score · methodology

freshness

completeness

installability

documentation

stability

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