Voyageai Cli

Created By

mrlynna month ago

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.

# voyage-ai

# embeddings

Overview Content Tools Comments

Content

What is voyageai-cli?

An MCP server that gives AI agents access to Voyage AI's embedding and reranking models plus MongoDB Atlas Vector Search. Build RAG pipelines without leaving your agent.

11 Tools

Retrieval: vai_query (full RAG), vai_search (vector search), vai_rerank (reranking)

Embedding: vai_embed (generate vectors), vai_similarity (cosine similarity)

Management: vai_collections (list indexes), vai_models (browse models)

Utility: vai_topics, vai_explain (learn about embeddings/RAG), vai_estimate (cost calculator)

Ingestion: vai_ingest (chunk, embed, store documents)

Install

npm install -g voyageai-cli vai mcp install claude-code vai mcp install all

Or use npx with no install required (see Server Config above).

Requirements

Node.js 20+
Voyage AI API key (free at dash.voyageai.com)
MongoDB Atlas cluster (for retrieval/ingestion tools, optional for utility tools)

Server Config

{
  "mcpServers": {
    "vai": {
      "command": "npx",
      "args": [
        "voyageai-cli",
        "mcp-server"
      ],
      "env": {
        "VOYAGE_API_KEY": "<YOUR_VOYAGE_API_KEY>"
      }
    }
  }
}

Recommend Servers

TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.

WindsurfThe new purpose-built IDE to harness magic

CursorThe AI Code Editor

RedisA Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.

Howtocook Mcp基于Anduin2017 / HowToCook （程序员在家做饭指南）的mcp server，帮你推荐菜谱、规划膳食，解决“今天吃什么“的世纪难题； Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"

Baidu Map百度地图核心API现已全面兼容MCP协议，是国内首家兼容MCP协议的地图服务商。

Y GuiA web-based graphical interface for AI chat interactions with support for multiple AI models and MCP (Model Context Protocol) servers.

Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.

BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs