{"servers":[{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.TheBarmaEffect/glassbox-framework","description":"Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.","repository":{"url":"https://github.com/TheBarmaEffect/glassbox","source":"github"},"version":"1.0.2","packages":[{"registryType":"npm","identifier":"@glassbox-framework/mcp","version":"1.0.2","transport":{"type":"stdio"},"environmentVariables":[{"description":"Your Anthropic API key (sk-ant-...). Required for the claim extractor, red team, constitution engines, and ECS coherence checks. One v1 tool (generate_trust_card) works without an API key — it's pure assembly + deterministic audit hashing.","isRequired":true,"format":"string","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"Override the Claude model used by the verification engines. Defaults to claude-sonnet-4-6.","format":"string","default":"claude-sonnet-4-6","name":"GLASSBOX_MODEL"},{"description":"Per-engine-call max-tokens cap. Defaults to 2048; raise for verifying long-form content.","format":"string","default":"2048","name":"GLASSBOX_MAX_TOKENS"},{"description":"ECS aggregation mode: arithmetic (weighted mean, default) or geometric (stricter — any zero dimension collapses the total).","format":"string","default":"arithmetic","name":"GLASSBOX_ECS_MODE"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-05-25T06:51:31.014921Z","publishedAt":"2026-05-25T06:51:31.014921Z","updatedAt":"2026-05-25T06:51:31.014921Z","isLatest":false}}},{"server":{"$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","name":"io.github.TheBarmaEffect/glassbox-framework","description":"Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.","repository":{"url":"https://github.com/TheBarmaEffect/glassbox","source":"github"},"version":"1.0.3","packages":[{"registryType":"npm","identifier":"@glassbox-framework/mcp","version":"1.0.3","transport":{"type":"stdio"},"environmentVariables":[{"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.","isRequired":true,"format":"string","isSecret":true,"name":"ANTHROPIC_API_KEY"},{"description":"Override the Claude model used by the verification engines. Defaults to claude-sonnet-4-6.","format":"string","default":"claude-sonnet-4-6","name":"GLASSBOX_MODEL"},{"description":"Per-engine-call max-tokens cap. Defaults to 2048; raise for verifying long-form content.","format":"string","default":"2048","name":"GLASSBOX_MAX_TOKENS"},{"description":"ECS aggregation mode: arithmetic (weighted mean, default) or geometric (stricter — any zero dimension collapses the total).","format":"string","default":"arithmetic","name":"GLASSBOX_ECS_MODE"}]}]},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","statusChangedAt":"2026-05-25T07:33:36.953422Z","publishedAt":"2026-05-25T07:33:36.953422Z","updatedAt":"2026-05-25T07:33:36.953422Z","isLatest":true}}}],"metadata":{"count":2}}