Memory & Knowledge MCP Servers

ConceptNet MCP — open multilingual word/phrase relation graph

Standalone Confluence RAG MCP retrieval server backed by SQLite/sqlite-vec.

A powerful, pluggable vector memory and MCP server for semantic search.

MCP server for intelligent context continuation across AI sessions

MCP Server for Context Engineering - file system as external memory for AI agents

Opinionated .context-first MCP server for local knowledge retrieval via stdio.

Memory + context infrastructure for AI agents. LLM Wiki auto-sync, 15 content-aware summarizers, hybrid search (BM25 + vector + optional

A Model Context Protocol (MCP) server for managing structured project context.

Intelligent context management MCP server with pre-processing strategies for enhanced content processing

Cross-Tool AI Memory Sync — one source of truth for your AI context, synced everywhere

Persistent memory for AI agents — saves and searches knowledge across sessions

MCP server for Context11 - Search company knowledge base and retrieve documents

MCP server for AI-native project context management

Team Project Memory skill for shared AI agent project knowledge, plus the ContextEngine MCP server

Universal AI memory layer - cross-client, cross-repo context management with RAG

MCP server for ContextKeeper - integrate your context items with AI assistants

Semantic Intelligence for Large-Scale Engineering.

MCP server that gives AI coding assistants persistent memory, semantic code search, a dependency graph, grounded Q&A, and team context

A context weaving tool for LLMs

Um servidor MCP para gerenciamento de continuidade e estado em projetos

MCP bridge to Contorium Project Intelligence Layer — inspect, capture, and transfer project decisions, reasoning, and state for Claude