Glassbox Framework
Rank #8909pulsemcp/thebarmaeffect-glassbox
Runtime constitutional verification for AI answers: claim reasoning, ECS scoring, red team, and audit trails.
Glassbox Framework is a Model Context Protocol (MCP) server published by thebarmaeffect. It ranks #8909 of 58,900 servers tracked on MCP Toplist, and its repository has 8 GitHub stars. Glassbox Framework is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on May 26, 2026.
Ranks ahead of 49,991 of 58,900 servers on MCP Toplist.
Use Glassbox Framework
Glassbox 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 Glassbox Framework?
- Runtime constitutional verification for AI answers: claim reasoning, ECS scoring, red team, and audit trails.
- Who maintains Glassbox Framework?
- Glassbox Framework is maintained by thebarmaeffect, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Glassbox Framework an official MCP server?
- Glassbox Framework is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does Glassbox Framework have?
- Glassbox Framework ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Glassbox Framework?
- The source code for Glassbox Framework is hosted at github.com/thebarmaeffect/glassbox.