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).
Rag MCP Servers
rag
Browse 9 servers tagged Rag 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…
Neo4j Knowledge Graph Memory
Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations…
Atlas Docs
Access technical documentation for libraries and frameworks, formatted in clean markdown for LLM consumption.
Lumina Docs
An intelligent structured document management system designed for large language models.
Volcengine Knowledge Base MCP
Provides knowledge base search and dialogue completion using the Volcengine Knowledge Base service. Requires external credential configuration.
KuzuMem-MCP
A distributed memory bank MCP tool that stores memories in a KùzuDB graph database, with repository and branch filtering capabilities.
Videos about Rag MCP servers
Relevant YouTube tutorials, setups, and demos
