MCP servers tagged voyage-ai

7 live MCP servers tagged "voyage-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with voyage-ai.

live servers

avg trust

Openklas

MCP server for University Learning Management System (KLAS).

Doc Indexer MCP

Local document indexer MCP server for semantic search over PDF, Excel, SQL, Markdown, and HTML files using Qdrant and Voyage AI embeddings.

Semantic Code MCP

Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion

A2a MCP Mongodb Multiagents

This repo is built on top of Google's a2a code example with LangGraph integration. Code origin: https://github.com/google-a2a/a2a-samples/tree/main/samples/a2a-adk-app.

Googlecloudhack

Sift: evidence-driven DBRE agent for MongoDB slow-query remediation with Gemini Agent Engine, Cloud Run, and hash-bound human approval.

Ecommerce AI Agents

A runnable companion to the blog post *"Building E-commerce AI Agents on MongoDB."* A CrewAI shopping agent backed by MongoDB Vector Search, atomic inventory checkout with Change…

Claude Code Mcps

Explore production-tested MCP servers for Claude Code to connect tools, APIs, and data sources