io.github.TheBarmaEffect/glassbox-framework

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

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

In-path gate · all MCP tools

Using io.github.TheBarmaEffect/glassbox-framework in Claude, Cursor, Gemini CLI, Cline, or Zed?

MCP tool contracts can change remotely with no version bump. The mcpindex gate pins each contract and HOLDs the call when it drifts—before your agent acts. Zero credentials. This is not the package install for this server itself (use Install this server for that).

Install the mcpindex gate (one command)

Rewrites your MCP host config so each server launches behind the gate. Inspect first: curl -fsSL https://mcpindex.ai/install.sh | less

curl -fsSL https://mcpindex.ai/install.sh | sh

Auditable install path →Watch it hold a drift →

Trust verdict · v1 advisory · method

REVIEWstatus: PARTIALfresh until 2026-08-02 22:02 UTC

screened 2026-07-03tier: scannedgranularity: description-levelsource: registry

Semantic screen found no manipulation pattern in the description. Conformance probe not yet run.

mcpindex.integrity.descriptionpassINFO

evidence“No suspicious instructions found”via static_description

Limits of this verdict

- Semantic screen only - the deterministic conformance probe has not run on this server
- Confidence is reported but not yet calibrated (v1)
- Screen reads the tool description, not the live behavior
- advisory
- registry description only no input schema
- screen model 8b

Semantic screen: an LLM judge reads the tool description for hidden instructions (status PARTIAL). A pass means the description is not lying, not that the tool is safe: a high-capability tool with an honest description still warrants caution. The deterministic conformance probe has not been run on this server yet, so the screen here is semantic-only. Posture: advisory. Confidences are reported but not yet calibrated (calibrated=false at v1). Full verdict history is not shown on this page.

Own this server? Screen its description →

Embed this badge

A live verdict badge for your README or listing. It reflects the current screen, links back here, and updates when the verdict does.

Markdown

[![mcpindex](https://mcpindex.ai/api/v1/badge/io-github-thebarmaeffect-glassbox-framework)](https://mcpindex.ai/server/io-github-thebarmaeffect-glassbox-framework)

HTML

<a href="https://mcpindex.ai/server/io-github-thebarmaeffect-glassbox-framework"><img src="https://mcpindex.ai/api/v1/badge/io-github-thebarmaeffect-glassbox-framework" alt="mcpindex verdict" height="20" /></a>

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).

MCP quality score · maturity, not trust · methodology

freshness

completeness

installability

documentation

stability

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Install this server

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

Claude Code (claude mcp add)

claude mcp add --scope user glassbox-framework -- npx -y @glassbox-framework/mcp

Gemini CLI (gemini mcp add)

gemini mcp add -s user glassbox-framework npx -y @glassbox-framework/mcp

Verdict API

curl -s mcpindex.ai/api/v1/trust/server/io-github-thebarmaeffect-glassbox-framework

Free-tier verdict as JSON: decision + dimensions + severity. Call it from your agent before it invokes a tool it just discovered.

Details

version: v1.0.3
category: Calendar & Time
verdict expires: 2026-08-02
quality: 84 / 100
operator: TheBarmaEffect

Provenance

Verdict history is anchored to Bitcoin via OpenTimestamps. The anchor proof is public and any skeptic can recompute it offline.

Links

Repository →