Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
Directory
Implement semantic memory layer on top of the Qdrant vector search engine
Bridge to Kuzu graph databases. Enables LLMs to inspect database schemas and execute queries.
makes the jewish library accessible to LLMs through the MCP protocol
MCP server for fetching web page content with recursive exploration capability
Structured access to code analysis, search, and retrieval for any public git repository—purpose-built for large language models.
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a…
An MCP server for Google Search provided by CData, which requires an external CData JDBC Driver.
# Obsidian MCP Server [](https://github.com/smith-and-web/obsidian…
# Knowledge MCP Server A Model Context Protocol (MCP) server that provides tools for managing and querying knowledge bases through vector databases. This…
# 7-0 MCP Server > 7-0 - 2026 World Cup Squad Builder and Knockout Simulator [](./LICENSE)…
# Memory Bank MCP Server This is a Model Context Protocol (MCP) server designed to manage project-specific "memory bank" data. It utilizes an SQLite database…
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns…
# MCP Server with FAISS for RAG This project provides a proof-of-concept implementation of a Machine Conversation Protocol (MCP) server that allows an AI agent…
# Temp Notes MCP Server A Model Context Protocol (MCP) server that enables AI agents to store and retrieve temporary information across conversations and…
Model Context Protocol (MCP) server for Wiki.js integration via GraphQL API.
6-tier AI memory system with 28 MCP tools — episodic memory, knowledge graphs, document storage, session ledger, auth & GDP 6-tier AI memory system with 28 MCP…
AI Agent Context Versioning and Synchronization
# Roo Code Memory Bank MCP Server This project implements the core functionality of the [Roo Code Memory…
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
Vector Memory MCP Server is a secure, vector-based memory server for Claude Desktop that uses sqlite-vec and sentence-transformers. It provides persistent…
Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures…
# Neo4j Memory Server A Model Context Protocol (MCP) server that provides AI assistants with persistent, intelligent memory capabilities using Neo4j's graph…
MCP Memory with Redis Graph is a server that implements a memory system for LLM conversations, using Redis Graph as a backend to store memories as nodes in a…
Notion MCP Server is a Model Context Protocol (MCP) server that bridges AI assistants with the Notion API, allowing programmatic access to Notion workspaces…