Hebbian Mind Enterprise
MCP memory server with Hebbian learning — concept connections strengthen through co-activation and weaken through disuse.
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Forge Cascade MCP
Authenticated MCP and agent gateway for Forge Cascade private AI memory, provenance, graph search, and capsule lineage.
Mnemory
A self-hosted, secure, feature-rich memory system for AI agents and assistants. Provides intelligent fact extraction and deduplication, with an artifact store…
Memento MCP
A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.
Wyrm
Persistent memory for AI agents over MCP: local-first storage, negative learning from past failures, and hybrid recall, published on npm as wyrm-mcp.
memtrace
Memtrace gives AI coding agents structural memory — your codebase as a live knowledge graph so agents stop re-deriving code structure from scratch and start…
Link
Local Markdown memory for AI agents
Knowledge Graph
A knowledge graph-driven persistent memory layer for coding agents and LLM workflows.
Workfile
Repository-native protocol and local MCP server for Work, Docs, History and durable project Memory.
imem
Set up a private AI memory vault in about a minute. No migration, no setup call, no card required.
Contextful
Highly efficient context management for agentic AI: MCP code search, evidence packs, graph context, and memory for large projects.
ITHZ MCP
Local-first deterministic project memory for AI agents: context packs, decisions, gates, risks, claims ledger and explicit checkpoints in project-owned files.
Data Structure Protocol (DSP)
Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors
Kumbukum
Open-source shared AI memory and team knowledge layer with 44 MCP tools for notes, memories, URLs, emails, projects, graph search, semantic search, and Git…
claude-session-continuity-mcp
Zero-config session continuity for Claude Code. Auto-captures context via Claude Hooks, provides 24 tools for memory, tasks, solutions, and knowledge graph…
MarsNMe
Agent-agnostic persistent memory backend. 13 MCP tools, Supabase + Jina embeddings, multi-profile isolation, semantic recall across sessions.
VaultSage MCP
Give your AI agent persistent memory: upload, search, and chat over files stored in VaultSage — no install required, just sign in with Google and paste one…
Memside
AI Continuity and Memory Hub
MemPalace Cloud
Hosted MCP memory across Claude Code, Cursor, ChatGPT and any MCP client. Community-hosted instance of the MIT-licensed MemPalace engine. EU-hosted…
Memlord
Self-hosted MCP memory server for personal use and teams
mnemo-mcp
Persistent AI memory: store, search, and recall knowledge across sessions
NexNex
Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph via 47 MCP tools.
engram
Local code-knowledge graph + bi-temporal mistakes memory for AI coding agents. Serves a ranked structural packet instead of whole files on read/grep, and…
mneme
Local-first memory across sessions where Markdown files stay the source of truth and the search index is a rebuildable artifact.