Glass Box Framework
Rank #5,149io.github.TheBarmaEffect/glassbox-framework
Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.
Glass Box Framework is a Model Context Protocol (MCP) server published by thebarmaeffect. It ranks #5,149 of 132,046 servers tracked on MCP Toplist, and its repository has 11 GitHub stars. Glass Box Framework is listed across 3 registries — Official MCP, Glama and PulseMCP, with 2 tracked versions. It was first listed on May 25, 2026 and most recently updated on May 25, 2026.
Ranks ahead of 126,897 of 132,046 servers on MCP Toplist.
Use Glass Box Framework
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
claude mcp add glassbox-framework -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -e "GLASSBOX_MODEL=<your GLASSBOX_MODEL>" -e "GLASSBOX_MAX_TOKENS=<your GLASSBOX_MAX_TOKENS>" -e "GLASSBOX_ECS_MODE=<your GLASSBOX_ECS_MODE>" -- npx -y @glassbox-framework/mcpReplace each placeholder with your own value before saving.
[mcp_servers.glassbox-framework]
command = "npx"
args = ["-y", "@glassbox-framework/mcp"]
[mcp_servers.glassbox-framework.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>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"glassbox-framework": {
"command": "npx",
"args": [
"-y",
"@glassbox-framework/mcp"
],
"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>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"glassbox-framework": {
"command": "npx",
"args": [
"-y",
"@glassbox-framework/mcp"
],
"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>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"glassbox-framework": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@glassbox-framework/mcp"
],
"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>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"glassbox-framework": {
"command": "npx",
"args": [
"-y",
"@glassbox-framework/mcp"
],
"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>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"glassbox-framework": {
"command": "npx",
"args": [
"-y",
"@glassbox-framework/mcp"
],
"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>"
}
}
}
}Replace each placeholder with your own value before saving.
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[](https://mcptoplist.com/server/io.github.TheBarmaEffect%2Fglassbox-framework)<a href="https://mcptoplist.com/server/io.github.TheBarmaEffect%2Fglassbox-framework"><img src="https://mcptoplist.com/badge/io.github.TheBarmaEffect%2Fglassbox-framework.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
thebarmaeffect
Available versions (2)
| Version | Published |
|---|---|
| 1.0.3 | May 25, 2026 |
| 1.0.2 | May 25, 2026 |
Frequently asked questions
- Who maintains Glass Box Framework?
- Glass Box Framework is maintained by thebarmaeffect, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is Glass Box Framework listed on the Official MCP Registry?
- Yes — Glass Box Framework is listed on the Official MCP Registry, alongside Glama and PulseMCP.
- How many versions does Glass Box Framework have?
- MCP Toplist tracks 2 versions of Glass Box Framework, most recently published on May 25, 2026.
- 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.
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