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MCP servers tagged agent-memory
808 live MCP servers tagged "agent-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agent-memory.
Contextcord
Local-first engineering continuity and bounded decision infrastructure for coding agents.
Agent Brain Hub
Shared, brain-inspired memory for AI agents: 13 brain regions with awake/sleep loops, a live visualizer, agents connected via REST/SDK/MCP, governance & audit, and business-value…
1context
1Context passively captures what you work on, builds a living wiki for every project you touch, updates as you work, and opens in any browser with a shareable link. Claude Code an…
Graph Mempalace Plugin
Claude Code plugin: a knowledge base of your project's conversations and code that builds and updates itself (MemPalace + Graphify)
Nexus Mind
Open-source, self-hosted team memory for AI coding agents. Share, search, and audit project context through MCP.
Memex
Build a persistent personal wiki from your LLM sources to retain knowledge and prevent information loss across chat sessions.
Crux
Retrieval engine with cryptographic receipts. Token-budgeted search, fact store, gap reporting. Single binary, runs anywhere.
Aries
Issue tracker, shared memory and coordination for AI coding agents across sessions and machines. MCP server, Go CLI, Dolt-backed, offline sync. bd/beads alternative.
Hippocampus
Self-hosted persistent long-term memory for Claude Code and MCP clients. One memory for every session and machine: hybrid BM25 + local vector + knowledge-graph search over plain M…
Jev Carryforward
What your last session knew, scored against what this one is doing. MCP server: a per-project ledger written as things happen, recalled per task with TypeSafe's Jev evaluation mod…
Lore
Project-scoped rule memory for coding agents.
Mnemo
Self-hosted long-term memory for AI agents. Remembers conversations, tracks changing facts, and recalls context across sessions. MCP, Claude Code & Codex.
MemVault
MemVault — The Shared Memory Layer for Every AI Agent You Run. Self-hosted, open-source MCP memory server with auto-injection, hybrid (BM25+vector) search, and zero-config sync —…
Pulse
Local-first, state-aware memory engine for AI agents (MCP). Retrieves the right remembered episode for your current state — and shows why — instead of the closest text match. Clau…
Forge
Durable, project-scoped memory and semantic retrieval for AI agents and developer tools.
Agent Office
Desktop command center for AI coding agents: shared project memory, a context engine, a local MCP server and handoffs across Claude Code, Codex, Cursor, Gemini CLI and Copilot, sh…
Shared Memory
Portable semantic memory layer for LLM agents over MCP
Atlas
Local-first memory, knowledge and evidence infrastructure for AI agents. Persistent state, hybrid search, graph + MCP. Signed releases, one-line install. Free tier.
AI SDK
Long-term memory for agents built with the Vercel AI SDK (ai 5, 6 and 7): the Mnemoverse MCP memory tools, run in process.
Hippocampus
Shared, curated memory for a party of AI agents — an Obsidian vault run like a TTRPG campaign wiki. Agents write episodes; a nightly sleep consolidates them into canon.
Gemini Extension
Gemini CLI extension: persistent Mnemoverse memory over MCP with OAuth sign-in, shared across AI tools.
Mneme
Mneme gives an AI agent a local memory where each recalled item names its source and can be rechecked.
Dukememory
Local-first AI agent memory for coding projects: SQLite context, MCP server, Codex skill, Rust CLI, and optional embeddings.
Demo Claude Code
MCP server: persistent, client-side-encrypted SAIHM memory inside Claude Code, Cursor, and any MCP host (remember/recall/forget).
Agentpool MCP
A shared fix-pool for coding agents with a write-time poisoning shield — every post_solution is screened for prompt-injection and leaked secrets before it can reach a reading agen…
Rag Runtime Kernel
Persistent memory and deterministic state control for any LLM, in two tiers. Tier 1: a single markdown spec you paste into any chat - no install. Tier 2: a formally-verified Pytho…
Obsidian Shared Memory Bus
Local-first Obsidian shared memory bus for Codex, Claude Code, OpenCode, and other MCP-capable agents
Breadcrumbs
Repo-local, agent-agnostic project memory — your AI agents remember decisions, avoid repeated failures, and resume where they left off
Nosedive
Turns a plain notes repo into a bridge: one repo that holds the plan and drives agentic work across your other repos.
Pmem
Persistent project memory for AI coding agents: local-first CLI, MCP, SDK, and hybrid recall.
Agentic Context
Drop-in AI agent toolkit: semantic code search across 25+ languages, project-scoped persistent memory, warm search daemon, native MCP server, and quality gates that run your repo'…
Continuitydb
Local-first, provider-neutral context continuity for AI coding agents
Claude Unison
Persistent, real-time memory for Claude Code — powered by Unison.
Starlight Memory
Memory provider contract and routing layer for SIS: sovereign storage policy, resources, and agent memory interfaces.
Cc Discord Kit
Self-hosted multi-agent system: common memory, journal, personas, context compaction, semantic grep. Flask UI with ⌘K palette.
Contextual Memory Architecture
A local-first, Obsidian-compatible memory layer for persistent AI agents. Reasoner + Retriever + Recorder over a markdown vault.
Claudebase
Local infrastructure for LLM agents — hybrid retrieval, cognitive memory, persistent channels
Cairnkeep
Durable, harness-agnostic memory and context for coding agents
GenOS
Git-like branching, deterministic replay, and evidence-driven evaluation for reproducible AI agents.
Enterprise Shared Memory Poc
Governed shared-memory control plane for coding agents: PostgreSQL-authoritative experience cards, replaceable vector index, and a utility-aware USE/ABSTAIN router with auditable…
Shanhai MCP Server
Multi-tenant MCP server with RAG knowledge search, task dispatch, deliverable management & multi-agent consultation (ask_think_tank) — AI-native assistance for your agents.
O Owl
Cognitive memory for AI agents. MCP server with 5 memory types, composite weight scoring, and a knowledge graph. SQLite as source of truth, Obsidian as the view layer. Embeddings…
Memfabric
Self-organizing agent memory. No embeddings, no vector DB.
Context8
Collective problem-solving memory for coding agents — powered by Actian VectorAI DB. Context7 gives your agent the docs. Context8 gives it what the docs don't cover.
Faradium
A unified memory layer for coding agents - one cross-session knowledge store, shared across Claude Code, Codex & Gemini over MCP. Local-first and self-hostable.
Kusiscribe Core
KusiScribe: Local MCP Notary & Memory Fabric for Autonomous Multi-Agent Swarms". (Taquígrafo notarial local y tejido de memoria MCP para enjambres multi-agente)
Project Corpus
Persistent project state and authority for AI agents — Markdown-first protocol with optional policy-enforced CLI and MCP runtime.
Valence
Local-first epistemic knowledge substrate for AI agents — provenance, contention, stigmergic refinement, MCP-native
Ozm Codex Agent Governance Skills
Codex-native OZM skill pack for AI coding agent governance, agentic coding loops, claim ceilings, and AGENTS.md-aware workflows.
Memoturn DB
Memory for AI agents — an agent-memory database: typed memories with supersession, hybrid recall, and a mind you can checkpoint, fork, and rewind. Rust data plane embedding libSQL.