Glass Box Framework
Rank #8355glama/TheBarmaEffect/glassbox
Runtime constitutional verification for AI answers — claim extraction with reasoning chains, Epistemic Confidence Score (ECS), 7-angle Glassbox Court red team, constitution compilation, Trust Card assembly, and deterministic SHA-256 audit logs.
Glass Box Framework is a Model Context Protocol (MCP) server published by TheBarmaEffect. It ranks #8355 of 58,900 servers tracked on MCP Toplist, and its repository has 8 GitHub stars. Glass Box Framework is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 25, 2026.
Ranks ahead of 50,545 of 58,900 servers on MCP Toplist.
Use Glass Box Framework
Glass Box Framework doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
TheBarmaEffect
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Glass Box Framework?
- Runtime constitutional verification for AI answers — claim extraction with reasoning chains, Epistemic Confidence Score (ECS), 7-angle Glassbox Court red team, constitution compilation, Trust Card assembly, and deterministic SHA-256 audit logs.
- Who maintains Glass Box Framework?
- Glass Box Framework is maintained by TheBarmaEffect, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Glass Box Framework an official MCP server?
- Glass Box Framework is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Glass Box Framework have?
- Glass Box Framework ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Glass Box Framework?
- The source code for Glass Box Framework is hosted at github.com/TheBarmaEffect/glassbox.