Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/comet-ml/opik-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/mcp/comet-ml/opik-mcp/opik-opik-cloud)<a href="https://agentmods.dev/mcp/comet-ml/opik-mcp/opik-opik-cloud"><img src="https://agentmods.dev/badge/mcp/comet-ml/opik-mcp/opik-opik-cloud/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/mcp/comet-ml/opik-mcp/opik-opik-cloud"><img src="https://agentmods.dev/badge/mcp/comet-ml/opik-mcp/opik-opik-cloud.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket warn
Grade A, and why
opik-cloud scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
{
"opik-cloud": {
"type": "http",
"url": "https://www.comet.com/opik/api/v1/mcp"
}
}What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 6 lines scan A 5b324abfc4de
opik-cloud is an MCP server published in the GitHub repository comet-ml/opik-mcp (225 stars, last pushed yesterday), licensed Apache-2.0. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-07.
opik-cloud compared with mcp servers from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| opik-cloudcomet-ml/opik-mcp | MCP server | 225 | yesterday | Apache-2.0 | A | — | Claude Code |
| ActiveDirectoryMCPalpadalar/ActiveDirectoryMCP | MCP server | 52 | 4d ago | MIT | A | — | Claude Code, Codex, Cursor, Gemini CLI, OpenCode |
| claude-octopusxiaolai/claude-octopus | MCP server | 21 | yesterday | ISC | A | — | Claude Code, Codex, Cursor, Gemini CLI, OpenCode |
| behavior-mcpputervision/state-memory-mcp | MCP server | 41 | 1mo ago | MIT | A | — | Cursor |
| plonkostapondo/Plonk | MCP server | 17 | 19d ago | MIT | A | — | Claude Code, Codex, Cursor, Gemini CLI, OpenCode |
| mcp-pveSamik081/mcp-pve | MCP server | 27 | 1mo ago | MIT | A | — | Claude Code, Codex, Cursor, Gemini CLI, OpenCode |
| lunchmoney-mcpakutishevsky/lunchmoney-mcp | MCP server | 113 | 3mo ago | MIT | A | — | Claude Code, Codex, Cursor, Gemini CLI, OpenCode |