MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation, and model exploration. Full RAG pipeline: chunk, embed, vector search, and rerank from any MCP client.
Server Config
{
"mcpServers": {
"vai": {
"command": "npx",
"args": [
"voyageai-cli",
"mcp-server"
],
"env": {
"VOYAGE_API_KEY": "<YOUR_VOYAGE_API_KEY>"
}
}
}
}