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MCP servers tagged vector-embeddings
11 live MCP servers tagged "vector-embeddings", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with vector-embeddings.
Sieveon Memory MCP
A workload-adaptive agent memory system combining event logs, knowledge graphs, and vector embeddings
Neo4j Knowledge Graph
Neo4j knowledge graph MCP server with temporal versioning, semantic search, and vector embeddings for Claude AI
Qdrant Neo4j Crawl4ai MCP
MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security,…
Codebase Search MCP
RAG/VECTOR -A bit better because local. A Model Context Protocol (MCP) server for efficient local codebase searching and indexing.
Research Assistant For Insurance Policy Design Tech
A multi-agent NLP system that analyzes, summarizes, and compares insurance policy documents. It enables intelligent document understanding, semantic search, and comparative analys…
Solarys Fraud Detection Demo
Multi-agent fraud detection demo using Claude + Gemini over MCP and A2A protocols
MLB Draft Oracle AWS
Autonomous AI fantasy baseball draft simulator. Two GPT-4o-mini agent teams research real MLB stats, query RAG-powered draft memory (S3 vector store), and make strategic picks via…
Agentic System Projects
A compendium of agentic applications for different business needs and application.
Leowiki
🎓 ⊰ Diploma Thesis ⊱ : 🧰 MCP Server for Semantic Search within HTL Leonding's DokuWiki ("LeoWiki") – Serving content via Role-Based Access Control (RBAC) (Teacher/Student/Admin) a…
REEL FINDER
Full-stack movie discovery and recommendation system with LLM tool calling, semantic search, and interaction-based personalization.
Metacortex
No description published.