54
/ 100
1 month ago
pulsemcp
Axiomatic AI
Provides six specialized servers for scientific and engineering workflows including photonic circuit design with gdsfactory integration, document processing with advanced OCR, plot data extraction from images, equation composition and analysis, PDF annotation with contextual analysis, and model fitting with optimization capabilities.
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// key findings
⚠️
Tool descriptions don’t match what handlers do
1 tool describes read intent but its handler mutates — check_equation (line 123: with Path.open(file_path, "w", encoding="utf-8") as f:)
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: AXIOMATIC_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
AXIOMATIC_API_URL🔐 secret
AXIOMATIC_API_KEY— claude mcp add axiomatic-mcp --env =your-api-key-here -- uvx --from axiomatic-mcp all// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 8 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[](https://m8ven.ai/mcp/axiomatic-mcp-1bgd09)commit: 51d43d272d634eab91a4e4a82776c0775a50310b
code hash: 124005a16aedba40353308a0de44bab49ff61c8b7a6a82705f8927704aa6a8c5
verified: 6/15/2026, 3:10:18 PM