I
io.github.TheBarmaEffect/glassbox-framework
@glassbox-framework/mcp
Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.
No known CVEs
Apache-2.0 license
Actively maintained
Last commit 7d ago
Works with most clients
Transport: stdio, sse, http
6 tools · ~688 tok
Grade B · 0.3% of 200K ctx
MCPpedia last refreshed this data
io.github.TheBarmaEffect/glassbox-framework is an MCP server that runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 82/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients — only the file and path differ.
CD
Supported in Claude Desktopstdio, sse, http · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"glass-box": {
"env": {
"ANTHROPIC_API_KEY": "sk-ant-..."
},
"args": [
"-y",
"@glassbox-framework/mcp"
],
"command": "npx"
}
}
}Are you the author?
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[](https://mcppedia.org/s/io-github-thebarmaeffect-glassbox-framework)
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What io.github.TheBarmaEffect/glassbox-framework does
Runtime constitutional verification for AI answers. Every claim carries a reasoning chain. Every score breaks down. Every verdict is traceable.
Test This Server
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
npx -y '@glassbox-framework/mcp' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Scored, not listed
Why this score
Five weighted categories — click any category to see the underlying evidence.
Score breakdown
82/100across 5 weighted dimensions
0255075100
30
11
16
15
10
−18
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked @glassbox-framework/mcp against OSV.dev.
Inventory
Tools (6)
Click any tool to inspect its schema.
~688 tokens total
Community
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Frequently Asked Questions
- Is io.github.TheBarmaEffect/glassbox-framework safe to use?
- io.github.TheBarmaEffect/glassbox-framework has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.
- How do I install io.github.TheBarmaEffect/glassbox-framework?
- io.github.TheBarmaEffect/glassbox-framework supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What can io.github.TheBarmaEffect/glassbox-framework do?
- io.github.TheBarmaEffect/glassbox-framework provides 6 tools: glassbox_verify_answer, glassbox_extract_claims, glassbox_score_ecs, glassbox_red_team, glassbox_generate_trust_card and 1 more. See the full tools list on the server page for descriptions and parameters.
- What AI clients work with io.github.TheBarmaEffect/glassbox-framework?
- io.github.TheBarmaEffect/glassbox-framework is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
- Is io.github.TheBarmaEffect/glassbox-framework actively maintained?
- io.github.TheBarmaEffect/glassbox-framework is actively maintained — last commit was 7 days ago. It has 11 GitHub stars.
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Community
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