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MCP servers tagged agent-memory
809 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.
Agent Memory Site Action
GitHub composite Action that builds a Markdown vault into an agent-memory-site bundle and deploys to Pages. One uses: line.
A Memory
a-memory: 4-tier AI agent memory in plain SQLite — 5 MCP primitives, hybrid FTS5+binary search, knowledge graphs, envelope encryption. Local-only.
Agents Memory
Local markdown memory & cross-agent context engine for coding agents (MCP).
ContextFirewall
Guardrails for the memory layer — a trust firewall for AI coding-agent memory, built on Cognee. Audits every remembered fact (staleness, contradiction, secrets, evidence) before i…
Ctxlayer Release
CTX Layer: context engineering, memory, governance, MCP, and impact analysis for AI coding agents like Codex.
DREAMER
Curated memory system for AI agents. Raw logs → a Librarian-curated knowledge layer → assembled briefs. With a spreading-activation query engine and a nightly cross-topic Dreamer.…
Xylem
Memory, coordination, and knowledge lifecycle for multi-agent AI development. Local-first MCP servers with remote transports.
Agent2pieces
Unofficial tool for reviewing and importing curated coding-agent memories into Pieces.
Agent Memory Torture Test
Memory Integrity Bench: can your agent remember the truth after the truth changes?
Kerebrom
Local-first persistent memory for AI agents. One Go binary installs MCP, lifecycle hooks, and shared SQLite/FTS5 memory for Claude, Codex, Cursor, and more.
Grepmem
Vectorless agent memory. HTML storage + grep retrieval. LongMemEval-S R@5 = 98.9%. No embedding, no vector DB.
Alistair MCP
My personal Jarvis in one MCP: shared tools, memory, and personality across Claude, Gemini, ChatGPT, or voice. Swap the LLM provider/framework, keep the same Alistair.
SinoutX User
SinoutX (personal edition) — self-hosted, single-user AI workspace with a built-in assistant that captures, remembers and acts across web, Telegram and Viber. Your data, your serv…
Agent Cloud Tools
Free no-signup cloud tools for AI agents: file transfer, static site hosting, durable memory, conversation handoff. MCP + A2A + HTTP API.
Loredex Desktop
Native desktop app for loredex vaults — macOS · Windows · Linux: reader with working wikilinks, handoff inbox/outbox board, zoomable atlas, contract timeline, live git sync, and a…
Mocontext
MoContext - the local MCP server included with Mo-Search for Windows: full-text search, grounded evidence packs, and durable session memory over your own indexed files.
Agent Of Record
A governed foundation for AI agents doing work a person signs their name to, built and operated in public accounting: durable memory, human-approved execution, behavioral learning…
Mapi Agent Memory
Persistent, auditable project memory for Codex, ChatGPT and other MCP clients.
Anatid
Local memory for AI agents, with evidence, corrections and history. One DuckDB file.
Threadline Core
Local-first continuity memory for AI coding agents. An MCP server that remembers decisions, open loops & findings across sessions. No cloud, evidence-gated, Apache-2.0.
Activity Mesh
Your second agent session doesn't know what the first one did. Shared activity log for AI agents — auto-captured, auto-injected into context, ~180 tokens, local-first, MIT.
LRO
Large Result Offloading (LRO) -- a token-aware strategy for managing large tool outputs in LLM context windows. Includes empirical evaluation and formal specification.
Graphene
Persistent context graph for AI coding agents. A Claude Code plugin with behavioral enforcement hooks.
Cube Memory SDK
Persistent AI memory with crossover — your AI at home shares the same memory as your AI at work. What one LLM learns, all your AIs know. Memory + PKM for Claude, GPT, Gemini & loc…
Enki Memory
Enki — selective memory for AI agents: remembers what's current, forgets what's stale at write-time. Local, deterministic, ~half the storage. Live demo → try.enkilabs.co.uk
Priostack
Open-source Python SDK & MCP interface for Priostack Agent Context Network (ACN). Zero-setup, autonomous memory orchestration for AI agents.
Memory Lattice
Best AI Memory Layer for Claude Code and MCP Agents in 2026
Openclaw Unison
Long-term memory & recall for OpenClaw — powered by Unison.
Codex Reflex
Operational repair memory for Codex tool calls. Records failed tool-call episodes, stores reusable fixes locally, and injects scoped hints for future commands.
Delx Plugins
Delx Protocol plugins in the open Agent Plugins format — free recovery, continuity, and witness for AI agents
Epistemos
Sovereign context, memory and provenance infrastructure for AI agents. Bitemporal knowledge, evidence and decision lineage, delivered to any agent over the EPCTX/1 protocol (SDK/R…
Graph Engineering Course
Hands-on course in agentic graph engineering: temporal knowledge-graph memory for AI agents, driven with Hermes Agent and GitHub Copilot CLI
Evelynn Lite
Watch an agent's memory being built, recalled and forgotten. One page, your own local model, and every memory shows where it came from.
Argon Agents
Argon adapters for AI agent frameworks: LangGraph checkpointer with whole-store fork, Mem0 sandbox factory, reproducible eval pins — versioned MongoDB sandboxes for agents
Dsh Ihow Memory
iHow Memory plugin for DeepSeek Harness
Redis Agentcore Settle Agent
Debt settlement agent for a fictional bank: Claude on Amazon Bedrock AgentCore Runtime with Redis Cloud as the context layer (semantic router, LangCache, Agent Memory, Context Ret…
Beadless
🧠 Git-native persistent memory & task graph for AI coding agents (Claude Code, Cursor, Antigravity). The lightweight TypeScript MCP alternative to Beads.
vishalbanwari26/mnemos
deleted. Real before/after MCP eval: +60% answer accuracy with memory vs. without. `git clone` + `uv sync` (not yet on PyPI).
Intent DB
A local-first vector database with an extra dimension: intent. The same corpus and query return different results depending on what the asker is doing; built for agent memory
Ragnite
Confidence-Aware RAG Memory Engine for LLMs and coding agents - typed memory (facts, decisions, episodes, code), confidence scoring with answer modes, context packing, semantic ca…
Hallouminate
A per-repo markdown wiki your coding agent writes and searches — persistent memory for Claude Code and any MCP harness, stored as plain markdown
Leptin
Personal, local-first memory infrastructure for your coding agent. No account, no subscription; the agent can install it itself. Keeps long-term memory correct when decisions chan…
Vantabrain
Persistent memory and session governance for AI coding agents. MCP server, web dashboard, CLI, optional Jira integration.
Keendreams Security
Open source memory layer for security agents. Every fact cites its evidence; only a human can confirm one. Runs in your own Cloudflare account.
Unified AI Memory
Offline-first AI memory for coding agents — one Markdown brain on your machine, shared via a local MCP server, with ONNX semantic search, RAG chat and a human-brain memory lifecyc…
Couchbase Agent Memory Demo
Couchbase Agent Memory Demo
Saihm Client Pro
Client-side cryptography behind SAIHM portable memory for AI agents: post-quantum (ML-DSA-65 / ML-KEM-768), per-cell AES-256-GCM, provable crypto-shred erasure, authenticated shar…
Swarm Market
🏆 1st place (Audience Favorite), Beta Fund x EverMind Hackathon 2026. The app store for agent experience: agents publish learned skill-packs to a shared EverMind-backed registry a…
Fleetmem
Self-hosted, governed long-term memory for a fleet of AI agents — MCP-native, with hybrid retrieval, a typed knowledge graph, and per-agent mTLS access control. Runs on your own h…
Bitemporal Memory
An MCP server written from scratch in pure stdlib, with two clocks: valid time and transaction time. Answers what the system BELIEVED at a past date, not just what was true.