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glama

Embeddings MCP Server

A Model Context Protocol server for generating text embeddings using OpenAI, Anthropic, or Ollama, with tools for single and batch embedding operations.

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// key findings
🚨
Known vulnerabilities in dependencies: 1 critical, 14 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 2 credentials: ANTHROPIC_API_KEY, OPENAI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 critical14 high2 medium11 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

criticalnext@15.4.6GHSA-9qr9-h5gf-34mp

Next.js is vulnerable to RCE in React flight protocol

high@modelcontextprotocol/sdk@1.17.3GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.17.3GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.17.3GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highmcp-handler@1.0.1GHSA-w2fm-25vw-vh7f

mcp-handler has a tool response leak across concurrent client sessions ('Race Condition')

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretANTHROPIC_API_KEYAnthropic API key (required for Anthropic) -
configANTHROPIC_EMBEDDING_MODELAnthropic model claude-3-5-sonnet-20241022
configEMBEDDING_PROVIDERProvider to use: openai, anthropic, or ollama openai
configOLLAMA_BASE_URLOllama server URL http://localhost:11434
configOLLAMA_EMBEDDING_MODELOllama embedding model nomic-embed-text
🔐 secretOPENAI_API_KEYOpenAI API key (required for OpenAI) -
configOPENAI_EMBEDDING_MODELOpenAI embedding model text-embedding-3-small
// 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
[![M8ven Score](https://m8ven.ai/badge/mcp/johnymontana-embedding-mcp-ts-1xtt2f)](https://m8ven.ai/mcp/johnymontana-embedding-mcp-ts-1xtt2f)
commit: dcbbb102be8f35aaef08eb7305905f87eec436f5
code hash: 12d32ce1111707a45891fc213ddba7b560010d7d9f1612c40d71dad8ce2a1b53
verified: 6/21/2026, 10:44:43 AM
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