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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.
Alexandria
Long-term memory for AI agents. MCP server with local embeddings, heat-based recall, and hierarchical clustering on embedded SurrealDB.
Memory Vault
Portable AI memory that roams with you across models and harnesses — Claude Code, Codex, Cursor, ChatGPT. Plain markdown you own, wired over MCP with one command.
Pensieve
Shared long-term memory for AI agents: a Markdown wiki with [[links]] in SQLite, served over MCP with a web UI
Aevum
Open-source AI agent governance kernel — cryptographic audit trails, consent-checked data access, and verifiable decision records.
Multi Agent Orchestrator
Multi-agent orchestration built as production infrastructure: typed planning, a sandboxed tool registry, race-safe human-in-the-loop, deterministic replay, and a provably-terminat…
Memnos
Persistent memory for AI coding agents — MCP server, REST API & Python SDK. Works with Claude Code, Cursor, Windsurf and any LLM agent.
Cogmem
A self-improving, verifiable memory layer for AI coding agents.
Inkwell Memory
MCP server giving AI agents persistent memory: Markdown files as source of truth, hybrid BM25 + embedding search, typed graph relations. Self-hosted, single Docker image.
Capability Graph Neuroscience
Six Ways to Forget: Biologically-grounded forgetting mechanisms for LLM agent memory systems. 18 experiments, 4 falsified hypotheses, STDP ablation (Cohen's d = 3.163).
Awesome Agent Operating Systems
Web-first index of agent operating systems, coding agents, MCP, memory, and deploy tools.
Minni
Local-first memory and governance layer for AI agents, with per-agent vaults, hybrid recall, review-first learning, handoffs, audit trails, and native AFM/bridge provider support.
Smara
Persistent memory for AI tools. Give Claude, Cursor, and Codex shared context that survives across sessions.
Al Buddy Memory
Portable, governed, model-agnostic memory for AI agents: facts invalidated never deleted, raw text as truth, one documented export format.
Rementum
Self-hosted shared memory infrastructure for AI agents with versioned knowledge and conflict-safe writes.
Memor AI
One local memory shared by every AI coding agent — Claude Code, Cursor, Codex, Copilot, Kimi, Goose. No API key, no cloud, no plugin to install. Plus opt-in token compression.
Teamhub MCP
Git-native shared context for teams whose members each use their own AI coding agent (Claude Code, Cursor, Antigravity, OpenCode...) on the same repo
Vector Rules
The model measures, your rules decide — and prove it. Vector math as a first-class operand in a deterministic Rete engine: policy lives in Git, every decision returns a proof tree…
Immutlex
An immutable knowledge base your AI agent queries over MCP. Wiki-link graph, fused search, 74 MCP tools, runs local. https://immutlex.dev
Gaptime
GapTime: bi-temporal knowledge-graph memory for production agents. Every fact carries valid time and transaction time, so you time-travel to what was known at any instant, superse…
Decoupled Agent Memory
Source-backed memory for long-running AI agents: maintained synthesis, freshness review, evidence links, and MCP/API access.
Enfold
Enfold. Every memory enfolds the whole. Local, private long-term memory for AI agents: one SQLite brain shared by Claude Code, Codex, and Hermes Agent, with hybrid semantic + symb…
Bastet Agent OS
Local-first control plane for AI-agent teams — orchestrates Claude Code, Codex, Grok, agy & Hermes into gated workflows that fix their own failures, with per-run metering, an appe…
Particles Engine Py
Particles reference engine — corpus, LLM claim extraction, belief store, query/lint/review, CLI + HTTP + MCP. PyPI: linkedparticles
Forgekit
One config for every AI coding agent — cross-tool config + a cognitive substrate (memory, blast-radius, guardrails) for Claude Code, Codex, Cursor, Gemini, Aider, and more.
Aletheia Memory
Local, auditable memory for AI agents.
Kival
Self-hosted collaborative knowledge system for organizations.
Echo Mem
Shared memory for AI agents on your own Postgres. The server never calls an LLM to write.
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…
Awesome Agent Memory
Persistent memory, recall, knowledge graphs, and context tools for AI agents.
Memory Plugin
Local-first memory, hybrid RAG, and agent personalization for AI coding agents. MCP + CLI for OpenCode, Claude Code, Codex, Gemini CLI, Antigravity, and Jules.
Agent Genome Lab
Self-evolving memory layer for AI coding agents. Captures failure DNA, prevents bug repetition, enables collective intelligence.
OpenMnemex
Agent memory for LLMs — a self-pruning knowledge context graph modeled on human memory. Long-term, navigable, context-budget-aware memory with no vector DB, no embeddings, no serv…
Realbrain
Local-first operating memory, evidence graph, global workspace, and safe consolidation for AI agents
Openclaw Skill
Provide precise OpenClaw documentation and exact configs to your coding agent for accurate answers without guesswork or summaries.
Kannaka Memory
The Holographic Resonance Medium — wave-interference memory for AI agents. Bilateral hemispheres, dream consolidation, belief formation, NATS swarm sensemaking.
Signal API
Persistent memory for AI agents. Two lines of code. Works with LangChain, CrewAI, AutoGen, Claude, MCP. Free tier. Self-hostable. MIT.
Rememzo
One shared memory MCP for every AI client.
Multi Agent Graph Memory
Persistent graph memory architecture for multi-agent AI systems using Graphiti, FalkorDB, and MCP.
Keepygaga
Cross-agent core memory in local Markdown, with MCP tools, native hooks, and installers for Codex, Claude Code, Grok, and more.
AgenticOS Workbench
A second brain and supervised Chief of Staff for Claude Code and Codex CLI: persistent memory, recall and session capture, plus proposals you approve before anything changes. Live…
Petit Poucet
Curated, shared Markdown memory for coding agents (Claude Code, GitHub Copilot CLI): one small Rust MCP server, a git-backed Obsidian-compatible vault, rules enforced in code.
SOMA Public
Local memory, context, and trust-boundary layer for cloud LLM coding agents
Context M
Deterministic agent memory. μ=0. Free, local, forever. Mem0-compatible.
Aion Local
Local-first cognitive memory for AI coding agents. Recall and reflection over MCP, backed by Neo4j, SQLite, and Ollama.
ContextSpindle
Durable task continuity and budgeted context for AI agents
Style Memory MCP
A tiny local MCP server that learns how you talk — catchphrases, dialect, tone — without storing private memories. Local-first, no LLM calls.
Rocky
A blind alien engineer who listens to your terminal, never forgets, and makes sure you still understand your own code.
Dexio
One wiki for all your agents. The server behind dexio.wiki: MCP, the web app, history and sharing.
Jev Compactor
Context compaction and safety gating for AI agents via TypeSafe Jev: keeps messages verbatim, no summarization. OpenAI, Anthropic, LangChain, CLI, MCP.
Plurum
Collective intelligence layer for AI agents — search what others already solved, publish what you learn, never start from zero.