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Browse the latest Model Context Protocol servers that AI agents can connect to — then host your own in a snap.
Knowledge & Memory · 60 servers

neverinfamous-memory-journal-mcp
ai.smithery
A MCP server built for developers enabling Git based project management with project and personal…
WorkingMemory
ai.workingmemory
Persistent personal memory for AI assistants — save, search, and recall across every MCP client.

agent-memory
com.agishub
Persistent semantic memory for AI agents: store and recall text by meaning (RAG). x402

AiAkiv Memory
com.aiakiv
Shared long-term memory for AI agents: save and recall context as a searchable knowledge graph.
memory
com.borisinc
Persistent agent memory paid per call via x402 USDC. Your wallet is your private memory namespace.

agentmemorymcp-mcp
com.clauxel.agentmemorymcp
A paid remote MCP for agent memory MCP, built to return verdicts, receipts, usage logs, and audit-re

byterovermemory-mcp
com.clauxel.byterovermemory
A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receipts, usage logs, and a

memory
com.cortex-mem
Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.

Gnosis Memory
com.gnosismemory
Persistent memory and vector search for AI agents. Hosted, OAuth-protected via Google sign-in.
mcp
com.googleapis.memorystore
Provides tools to manage Memorystore for Valkey instances and backups.
Heirmos
com.heirmos
Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.

memory
com.humaux
Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.
memory
com.leapmemory
Long-term memory for AI assistants. Isolated per-user storage, recall across conversations.

memory-mcp
com.letta
MCP server for AI memory management using Letta - Standard MCP format
MemoryPlugin
com.memoryplugin
Give every AI you use one shared, permanent memory. Store once, recall in whichever AI you open.
stagenth · AI 记忆库
com.stagenth
Hosted persistent memory with semantic search, importance and TTL for AI agents.

Worldku Memory
com.worldku
Save AI conversations into your Worldku memory and recall them from any MCP client.
AI Cortex Storage
dev.aic0rt3x.memory
Persistent cloud memory for AI agents. Store and search key-value memories across sessions.
var.gg Naming Memory
gg.var
Curated multilingual dictionary that names code identifiers from domain concepts (KO/JA/ZH/VI/EN).
Agentage Memory
io.agentage
One memory, every AI. A shared, user-owned markdown memory your AI clients read and write over MCP.

Zeus Memory — Enterprise Intelligence Platform
io.analyticlabs
Enterprise memory, search, and context for frontier AI. 38 tools for business intelligence.

Memory Kernel
io.github.Artem362
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

genesys-memory
io.github.Astrix-Labs
Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

justonce-memory
io.github.Bluesoul-Technology
Persistent, portable, bitemporal memory layer — recalled proactively across your AI tools.

memory-search-mcp
io.github.CSOAI-ORG
memory-search-mcp MCP server by MEOK AI Labs

ariel-memory
io.github.Cipher208
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

VaultCrux Memory Core
io.github.CueCrux
VaultCrux Memory Core — 32 tools: knowledge, decisions, constraints, signals, coverage

repomemory
io.github.DanielGuru
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

Codebase Memory
io.github.DeusData
Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

Colour Memory
io.github.DigbyO
Cultural color intelligence. Every colour anchored to a person, a year, and a consequence.

mcp-memory-rs
io.github.DioNanos
Local-first agent memory: versioned JSON categories, BM25 search, per-device ACL, fleet sync.

collective-memory
io.github.Hustada
MCP server for persistent, semantic memory across AI sessions

MCP Memory Gateway
io.github.IgorGanapolsky
Pre-action gates that block AI agents from repeating known mistakes.

memory-nexus-mcp
io.github.KairosMobius
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

nexus-memory-mcp
io.github.KairosMobius
Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Copilot Memory MCP
io.github.LabForgeDev
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

cuba-memorys
io.github.LeandroPG19
Persistent memory MCP server. 29 tools, BM25+MMR+OOD retrieval, CFR-21 audit, code graph.

UltraMemory
io.github.LogicLabsAI
One memory, every AI: Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, Hermes, any MCP client.

Toon Memory
io.github.LuiggiVal08
Offline persistent memory for AI coding agents — 37 tools, 80% fewer calls, no LLM

memorylens-mcp
io.github.MarcelRoozekrans
MCP server for .NET memory profiling with JetBrains dotMemory integration
verifiable-memory
io.github.Mars-proj
Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

agent-memory
io.github.MastadoonPrime
Persistent, agent-owned memory with encrypted storage and shared knowledge commons.

SmartMemory
io.github.MauriceIsrael
Neuro-symbolic memory for LLMs (POC)

Memory Vault
io.github.MihaiBuilds
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
vector-memory
io.github.NeerajG03
Semantic document memory using Redis vector store. Save and recall files with natural language.

N3MemoryCore Lite (Working Memory)
io.github.NeuralNexusNote
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.

claude-memory-manager
io.github.NyxToolsDev
Cross-session memory for Claude Code — context capture, semantic search, recall

dark-memory-mcp
io.github.Opita-Code
Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.

kit-memory-demo
io.github.PeterAtPondo
Continuity for agents: a live memory you can read and cite right now, outliving the context window.

vasperamemory
io.github.RCOLKITT
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.

MCP Memory Graph
io.github.RetroRobAI
Authority-weighted memory graph for AI agents with conflict detection and semantic search.

Memory Engine MCP
io.github.SimoneB79
Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

Synapse Layer — Zero-Knowledge Memory
io.github.SynapseLayer
Zero-Knowledge Context™ & Neural Handover™ for AI Agents. The Trust Layer for AI Memory.

memory
io.github.VelixarAi
Persistent memory for AI assistants. Store, search, and recall across sessions.

lean-memory
io.github.Wuesteon
Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

SuperMemory
io.github.YashvantHange
MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.

mcp-memory-graph
io.github.YonasValentin
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

ori-memory
io.github.aayoawoyemi
Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

aide-memory
io.github.aide-memory
Persistent memory layer for AI coding agents — your agent remembers what you taught it.

ai-memory
io.github.alphaonedev
Persistent memory for any AI — zero token cost until recall
