69
/ 100
3 days ago
glama
Pakunoda-MCP
MCP server that exposes Pakunoda project state to AI agents, providing resources, tools, and prompts for inspecting candidates, scores, and triggering hyperparameter searches.
Is this your MCP?
Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.
Install from
M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
// key findings
✅
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.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
PAKUNODA_REPO_DIR— Path to the Pakunoda repository root (the directory containing Snakefile). Used by run_search to pin the execution context. Write tools onlyconfig
PAKUNODA_RESULTS_DIR— Path to a Pakunoda results directory (e.g. results/my_project). Used by all resources and read-only tools. All operations// 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 5 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/rikenbit-pakunoda-mcp-1ii8oj)commit: 7b5a41ba9a6c844053203bf38957aa65c6a64c51
code hash: 22b8f33bf269677a6e7d2540d45a8ca88c281178a4b23810a4fb6f0c596fc85d
verified: 6/24/2026, 10:17:13 AM