Comet ML MCP Server

Item: Comet ML MCP Server
Rating: 73
Author: M8ven

Enables interaction with Comet ML's experiment tracking platform through the Model Context Protocol, providing tools for experiment management, project organization, and advanced search.

→ comet-ml/comet-mcp · listed on glama

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// 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.

🔐

You'll be asked for 1 credential: OPIK_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.

configCOMET_MCP_RAW_ASSET_MAX_GZ_BYTES

configCOMET_MCP_RESOURCE_DIR

configOTEL_ENABLED— export =true

configOTEL_SERVICE_NAME— export =comet-mcp

configOTEL_SERVICE_VERSION— export =1.2.0

configOTEL_TRACES_FILE— export =traces.jsonl

configOTEL_LOGS_FILE— export =logs.jsonl

configOTEL_EXPORTER_OTLP_ENDPOINT— export ="https://www.comet.com/opik/api/v1/private/otel"

configOPIK_ENDPOINT— export ="https://www.comet.com/opik/api/v1/private/otel"

configOTEL_EXPORTER_OTLP_HEADERS— export ="Authorization=your-api-key,projectName=your-project,Comet-Workspace=your-workspace"

🔐 secretOPIK_API_KEY— export =your-api-key

configOPIK_PROJECT_NAME— export =your-project

configOPIK_WORKSPACE— export =your-workspace

// 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/comet-ml-comet-mcp-iov86s)](https://m8ven.ai/mcp/comet-ml-comet-mcp-iov86s)

commit: 32c94cbf4f61d88f6e2d8e5e060fce9c44f73b3f

code hash: fcdd6b319e073beb639e984bb5d2860e473dfe2cd5184ed657da0d2890d96964

verified: 6/18/2026, 10:55:17 AM

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