Context Portal MCP (ConPort)
A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).
Vector Search MCP Servers
vector-search
Browse 6 servers tagged Vector Search in the MCP Server List directory.
FalkorDB
Enables natural language querying of graph databases by translating requests into FalkorDB queries for analyzing relationships in knowledge graphs…
Local Code Indexing for Cursor
A Python-based server that locally indexes codebases using ChromaDB to provide semantic search for tools like Cursor.
Embedding MCP Server
Integrates with knowledge bases to enable searching, retrieving, and potentially updating information from structured repositories for enhanced information…
Advanced Memory Bank MCP
An intelligent memory management server with 14 optimized tools. It provides AI-powered summaries, a clean interface, and supports an optional PostgreSQL…
MCP MariaDB Server
Manage and query MariaDB databases using the Model Context Protocol (MCP), with support for SQL and vector search.
Videos about Vector Search MCP servers
Relevant YouTube tutorials, setups, and demos
