Koskamo

Glass Box Framework MCP

A runtime verification tool for AI answers that generates Trust Cards with claim-level reasoning chains, Epistemic Confidence Scores, and adversarial red teaming via the Glassbox Court. It evaluates answers against user-defined constitutions and provides deterministic audit logs.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Glass Box Framework MCP logo, by TheBarmaEffectCommunity listingLocal stdioSource reviewed; not executedPublished by TheBarmaEffect
Vendor documentation

What you can do with it

  • Verify AI answer claims with reasoning chains
  • Score epistemic confidence of AI outputs
  • Red team AI responses using adversarial probes
  • Generate deterministic audit logs for AI decisions

Source and maintenance

Community listingRegistry 1.0.3
mcp-registry: io.github.TheBarmaEffect/glassbox-framework@1.0.3Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

@glassbox-framework/mcp 1.0.3

npm
@glassbox-framework/mcp package definition
{
  "version": "1.0.3",
  "transport": "stdio",
  "identifier": "@glassbox-framework/mcp",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "ANTHROPIC_API_KEY",
      "format": "string",
      "isRequired": true,
      "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."
    },
    {
      "name": "GLASSBOX_MODEL",
      "format": "string",
      "default": "claude-sonnet-4-6",
      "description": "Override the Claude model used by the verification engines. Defaults to claude-sonnet-4-6."
    },
    {
      "name": "GLASSBOX_MAX_TOKENS",
      "format": "string",
      "default": "2048",
      "description": "Per-engine-call max-tokens cap. Defaults to 2048; raise for verifying long-form content."
    },
    {
      "name": "GLASSBOX_ECS_MODE",
      "format": "string",
      "default": "arithmetic",
      "description": "ECS aggregation mode: arithmetic (weighted mean, default) or geometric (stricter — any zero dimension collapses the total)."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "glass-box-framework-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@glassbox-framework/mcp@1.0.3"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GLASSBOX_MODEL": "<YOUR_GLASSBOX_MODEL>",
        "GLASSBOX_MAX_TOKENS": "<YOUR_GLASSBOX_MAX_TOKENS>",
        "GLASSBOX_ECS_MODE": "<YOUR_GLASSBOX_ECS_MODE>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "glass-box-framework-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@glassbox-framework/mcp@1.0.3"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GLASSBOX_MODEL": "<YOUR_GLASSBOX_MODEL>",
        "GLASSBOX_MAX_TOKENS": "<YOUR_GLASSBOX_MAX_TOKENS>",
        "GLASSBOX_ECS_MODE": "<YOUR_GLASSBOX_ECS_MODE>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "glass-box-framework-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@glassbox-framework/mcp@1.0.3"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GLASSBOX_MODEL": "<YOUR_GLASSBOX_MODEL>",
        "GLASSBOX_MAX_TOKENS": "<YOUR_GLASSBOX_MAX_TOKENS>",
        "GLASSBOX_ECS_MODE": "<YOUR_GLASSBOX_ECS_MODE>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "glass-box-framework-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@glassbox-framework/mcp@1.0.3"
      ],
      "env": {
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GLASSBOX_MODEL": "<YOUR_GLASSBOX_MODEL>",
        "GLASSBOX_MAX_TOKENS": "<YOUR_GLASSBOX_MAX_TOKENS>",
        "GLASSBOX_ECS_MODE": "<YOUR_GLASSBOX_ECS_MODE>"
      }
    }
  }
}

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