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MCP servers tagged voyage-ai

13 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.

13
live servers
37
avg trust
13K
most stars
1

code-context

git+tan-yong-sheng

Model Context Protocol integration for Code Context

★ 13Kupdated 3 months ago
67
2

Openklas

MCP server for University Learning Management System (KLAS).

39
3

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.

34
4

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

34
5

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.

34
6

Googlecloudhack

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

34
7

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…

34
8

Claude Code Mcps

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

34
9

Mongodb Atlas Hackathon

Vercellent

Team workspace for the MongoDB × Cerebral Valley Harness Engineering Hackathon: resources, MCP + Agent Skills config, Atlas Vector Search memory starter

34
10

Insightops Agentic Rag

swarup4

Production-grade agentic RAG assistant for internal engineering knowledge & incident intelligence — LangGraph pipeline, dual-layer Redis semantic cache, MCP tools, and a proactive…

34
11

Biomed Evidence MCP

tjromack

Six Model Context Protocol servers over curated biomedical data — ClinicalTrials.gov, openFDA (labels/events/recalls/approvals) and PubMed — pairing a pgvector hybrid-search docum…

34
12

Job Copilot Backend

jimmytrivedi

FastAPI backend that scores a resume against a job description using Claude. Agentic RAG over Qdrant (Voyage embeddings + reranking), tool calling, MCP logging, prompt caching, SS…

34
13

Claude Code Mcps

keenanunequivocal81

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

updated 8 days ago
34
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