Mnemolog MCP
Hosted MCP memory and agent control plane for durable conversations, jobs, and operations.
Remembra — AI Memory Layer
Persistent AI memory with hybrid search, entity resolution, and temporal decay.
Recite MCP
Local MCP server for Recite receipt processing with ledger and memory tools.
Io.Github.Rigour Labs/Rigour
Quality gates for AI agents. Lint, test, build checks with memory persistence.
Io.Github.AlekseiMarchenko/Central Intelligence
Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
Io.Github.Rog0x/Perf
Benchmark, memory, Big O analysis for AI agents
Memory OS AI
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking
MCP OpenClaw Extensions
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt
hmem — Humanlike Memory for AI Agents
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
VaultCrux Memory Core
Remote MCP for VaultCrux Memory Core queries, snapshots, freshness, audits, and contradictions.
AiPayGen — 250 AI tools for Agents
250+ AI tools: research, write, code, translate, analyze, scrape, memory, and more.
ContextLattice
Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.
Io.Github.DanielGuru/Repomemory
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
Io.Github.DiaaAj/A Mem Mcp
Self-evolving memory system for AI agents
Stellar Memory
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-native.
Hebbian Mind
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
Io.Github.GabrielaHdzMicrosoft/Mcp Server
An MCP server that provides visual memory and context storage with knowledge graph capabilities
Lex
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
Io.Github.Nex Crm/Nex
Organizational context & memory for AI agents. Connect 100+ tools into one knowledge graph.
Memory MCP Server
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.
Goldhold
Persistent memory for AI agents. Search, store, and recall across sessions.
Lightning Memory
Decentralized agent memory for the Lightning economy. Nostr identity, L402 payments.
Io.Github.Kapillamba4/Code Memory
Local semantic code search with Git history. Works offline, no API key needed.
Io.Github.Gitmem Dev/Gitmem
Persistent institutional memory for AI coding agents. Memory that compounds.
Io.Github.VelixarAi/Memory
Persistent memory for AI assistants. Store, search, and recall across sessions.
Io.Github.Kira Autonoma/Agent Memory Mcp
Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.
Io.Github.Kurovu146/Memory Fts
Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking
MCP Memory Gateway
Pre-action gates that block AI agents from repeating known mistakes.
Io.Github.MeharajM/Agent Loop Mcp
Agentic memory wrapper for autonomous AI loops with self-healing and context compaction.
Io.Github.Michael Denyer/Hot Memory Mcp
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.
Io.Github.Intina47/Context Sync
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
Io.Github.KairosMobius/Nexus Memory Mcp
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.
Io.Github.Lyellr88/Marm Mcp Server
Universal MCP Server with advanced AI memory capabilities and semantic search.
Io.Github.MagneticDogSon/Fixflow
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
Memphora
Add persistent memory to AI assistants. Store and recall info across conversations.
Io.Github.Morous Dev/Engram Cc
Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.
Io.Github.Nativ Technologies/Nativ
AI-powered localization — translate, manage translation memory, and access style guides.
Io.Github.Nano Nimbus/Locus
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Io.Github.NeerajG03/Vector Memory
Semantic document memory using Redis vector store. Save and recall files with natural language.
Io.Github.RCOLKITT/Vasperamemory
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.
BrainBrainBrains
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
Brainbox
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.
Zikkaron
Biologically-inspired persistent memory engine for Claude Code MCP agents
Persis
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.
Io.Github.Annibale X/Mcp Webgate
Web search that doesn't wreck your AI's memory.
Io.Github.Annibale X/Mcp Memento
An MCP server that provides persistent memory and context management across sessions
Io.Github.Archetypal Ai/Archetypal Ai
Persistent memory for AI agents. recall, remember, checkpoint — soul preservation.
Memdata
Persistent memory for AI agents. Store context, retrieve it semantically.
Io.Github.Ashish Nativ/Nativ
AI-powered localization — translate, manage translation memory, and access style guides.
Epitome
Personal AI memory — gives every AI agent shared, persistent memory of you