Memory & Knowledge MCP Servers for Claude Desktop

Persistent, local-first memory for AI coding agents. Remember, recall and forget across sessions.

Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.

A standalone backend server for the Notemd Obsidian plugin, providing AI-powered text processing and knowledge management.

AI memory engine exposed as an MCP server

MCP server exposing the Orly database as conflict-free shared memory for AI agents

RecallNest — MCP-native, local-first memory search and distillation for AI conversations

Knowledge graph builder & MCP server for AI code assistants: search, impact analysis, semantic similarity, and architecture visualization

SharedLore MCP server - a thin client over the lore-api GraphQL endpoint.

Give Claude, Cursor, and every MCP client one shared memory that never leaves your machine. On-device embeddings, 10 ms recall, encrypted

Git-friendly memory for AI coding: a tree of thread summaries with inherited context

MCP Memory Server for Claude Code — provides persistent memory, code intelligence, and project scanning tools via the Model Context

Read, search, and summarize your UpNote notes — and create new ones.

MCP server for Markdown/Zettelkasten vaults (Obsidian-compatible) — search, wikilinks, backlinks, and persistent AI memory

MCP server for project-scoped note management across multiple note-taking apps (Obsidian, and more)

GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 2026.

Optional diagnostics MCP server for OpenReflex's ambient project muscle memory.

ESG knowledge base for AI agents: hybrid search, glossary, frameworks, industries, graph traversal.

NotebookLM research automation — CLI, MCP server, and Claude Code Skill

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

AgentKnowledgeMCP - Advanced Knowledge Management for AI Agents

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.