jellyfish-mcp: A Jellyfish MCP Server

Jellyfish MCP server

→ Jellyfish-AI/jellyfish-mcp · listed on mcp_so

Install from

mcp.so

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

🚨

Secret credentials may flow to a network call

1 flow detected: HUGGINGFACE_API_TOKEN. We can’t prove the destination matches the brand the credential belongs to.

⚠️

Known vulnerabilities in dependencies: 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

🔐

You'll be asked for 2 credentials: HUGGINGFACE_API_TOKEN, JELLYFISH_API_TOKEN

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.

🔐 secretHUGGINGFACE_API_TOKEN— Your Hugging Face API token. If not provided, PromptGuard is disabled and data is always returned. No -

🔐 secretJELLYFISH_API_TOKEN— Your Jellyfish API token. Yes -

configMODEL_AVAILABILITY— claude mcp add --transport stdio jellyfish-mcp -- docker run -i --rm --pull always -e JELLYFISH_API_TOKEN -e HUGGINGFACE_API_TOKEN -e -e MODEL_TIMEOUT jellyfishco/jellyfish-mcp:latest

configMODEL_TIMEOUT— How long to wait for the PromptGuard model to respond, in seconds. No 10

// 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 3 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

[![M8ven Score](https://m8ven.ai/badge/mcp/jellyfish-ai-jellyfish-mcp-13p80a)](https://m8ven.ai/mcp/jellyfish-ai-jellyfish-mcp-13p80a)

commit: 17dbf57ad7fe9fcad19a0fefefeddb3fa767f8ca

code hash: 2e2b6c25de0b6924756cb4cbc5c8f2153f3976705010e8894c33b172c249b220

verified: 4/18/2026, 7:13:53 PM

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