Memory & Knowledge MCP Servers

Knowledge graph + MCP tool server for LLM agents — 3rd-gen retrieval, graph-aware multi-turn exploration, structured data tools

Persistent memory graph for AI coding agents — semantic search, knowledge graph, and time-based decay over MCP

MCP server for SyncPen - connect Claude Code to your SyncPen documents

Local-first, source-grounded memory for AI agents with citations, bitemporal history, and MCP.

A Model Context Protocol (MCP) server for Tana

Local-first persistent, searchable memory for any AI agent.

MCP server for managing task contexts.

Team experience database service based on MCP protocol

Mémoire décisionnelle d'équipe, git-native. CLI + interface web + serveur MCP pour capturer, indexer et consulter les ADR depuis n'importe

中文优先的 AI Agent 技术知识记忆 MCP Server

This MCP server provides a simple yet powerful way for AI agents to maintain state and context across multiple conversations or when

Tentra MCP — AI-native architecture platform for engineering teams. Describe systems in natural language, get interactive diagrams, export

Model Context Protocol server for Texere's immutable knowledge graph.

MCP server for TextView — persistent memory for AI agents. Save, search, and retrieve documents across AI sessions.

MCP server for saving LLM conversations to The Dump and reading your notes back as context

MCP server for The Hive Collective. Gives AI agents tools to query the collective knowledge base before answering, contribute learnings

ThinkMem: AI Memory Management MCP System for LLMs

MCP server for the Thorbit Knowledge Graph entity-linking pipeline

Persistent memory MCP server for AI coding agents

MCP server to organize AI conversations into thread trees, reducing token consumption

Shared memory MCP server for AI coding agents. Local-only by default; point it at threadctx.dev (or your own deployment) to share memory