codabench-mcp

Item: codabench-mcp
Rating: 43
Author: M8ven

MCP server for Codabench REST API that enables AI agents to drive a full participant ML-benchmark workflow: discover competitions, download data, submit, poll, and read leaderboards.

→ harshitAgr/codabench-mcp · listed on glama

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

Glama

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.

// 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 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/harshitagr-codabench-mcp-10s3nf)](https://m8ven.ai/mcp/harshitagr-codabench-mcp-10s3nf)

commit: 6ee63136e87665b2c1dcea4c37d9511a996fbd21

code hash: 2125969df681705158b44b2844ba624d128cf329f4953e7ecc3a75fbadfe5b3b

verified: 6/11/2026, 12:08:57 PM

view raw JSON →