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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.
KeyLoad
The AI-native database. One database for AI agents. Documents, typed tables, graphs, vectors/search, blobs, queues, events and time series in one replicated .NET cluster. Everythi…
CLI
The agentic harness for AI coding agents — intelligence is rented, the harness is owned. Runs the full work cycle: intent briefs, bounded RAG context from real code intelligence,…
Opencode Memory
Distributed local-first hybrid-RAG memory layer and Harness bootstrapper for opencode agents, with dynamic pre-injection and styled console TUI.
Memorycrystal
Store persistent memory for AI agents so every conversation, decision, and session stays informed
.github
ellmos-ai org profile and public repo index for local-first LLM OS, MCP servers, agent modules, connectors and AI media workflows
Recall
Long-term memory for AI agents: facts with dates and sources, history kept, honest "I don't know". REST API, MCP server, TS/Python SDKs. Self-hostable. Website: https://recallmem.…
Memfix
The memory layer that can be corrected: provenance-first agent memory with a real corrections API and a one-command junk audit.
Cairn
agent wayfinding. temporal knowledge store in one sqlite file. no neo4j, no cloud, no lock-in.
Local Memory
Local-first long-term memory for AI agents. SQLite, offline, zero cloud. MCP server.
Agents Learning
Project memory for Codex and Antigravity, with DSH support on main. Local work history, bounded knowledge injection, progressive retrieval, explicit history import, a visual knowl…
Devin Brain
Anti-poisoning memory store for agents: provenance, versioning, quarantine gate
Engram
Local-first persistent memory for AI coding agents via MCP. Semantic search and session context for Claude Code, Cursor, and Codex.
Demo Claude Code
MCP server: persistent, client-side-encrypted SAIHM memory inside Claude Code, Cursor, and any MCP host (remember/recall/forget).
Synapse
MCP server: Persistent AI memory + knowledge graph + code search. Local-first. Pure SQLite. npm install -g synapse-cortex
Server Memory
Local-first MCP server for durable agent memory
Memfork
Git for agent memory, shared by every AI tool on your machine: fork, merge, rewind and hand off work between agents over MCP.
Engram
One shared, self-organising memory for all your AI assistants — MCP + REST, episodic/semantic/procedural/reflective memory, situational recall.
Sanctum
AI meeting notes that listen quietly and remember for your whole team: live transcripts, cited research, shared agent memory via MCP and SDKs.
Integration
REST, MCP, and AgentSkills examples for AgentPrizm governed AI agent memory.
Cursor Token Saver
A cognitive layer for AI coding agents: content-addressed evidence store for lossless token savings; verifiable semantic memory + project world model + skill runbooks. Fully local…
Memory Ferry
Local-first, folder-synced long-term memory and reusable skills for AI agents.
Perseus Amd Act Ii
Perseus Vault x AMD Instinct — encrypted, local-first agent memory kept off the GPU. AMD Developer Hackathon Act II (Unicorn Track).
Saihm Adapters
Sovereign, client-side-encrypted memory for AI agents: drop-in adapters for LangChain, LangGraph, LlamaIndex, RAG, CrewAI and AutoGen, with erasure you can prove (GDPR Art. 17).
Agentledger
Git-style version control for multi-agent shared memory — Provenance Firewall, confidence decay, and cascading rollback (MCP-compatible).
Episodai
EpisodAI by Lalith Alpuri, also written Alpuri Lalith (@lalithbuilds): a local AI-agent memory MCP server with SQLite WAL, hybrid retrieval, Obsidian workflows, an HTTP bridge, an…
Kb
A fetch-once knowledge base for AI agents. Check before fetching, save after fetching, never re-fetch or fabricate. Local SQLite FTS5 search for English and CJK.
Memory Server
Persistent semantic memory service and MCP adapter for AI agents, powered by PostgreSQL and local Ollama models.
Dukememory
Local-first AI agent memory for coding projects: SQLite context, MCP server, Codex skill, Rust CLI, and optional embeddings.
Petbox
Self-hosted .NET 10 module monolith: infrastructure for AI coding agents - session digests, hybrid FTS5+vector memory search (RRF + rerank), task boards with a methodology engine,…
Helpmaton
Workspace-based platform for managing AI agents.
Agent Memory Rs
Comprehensive memory management system for LLM agents implementing episodic, semantic, and procedural memory with automatic consolidation, intelligent decay, and hierarchical retr…
Pensyve
Universal memory runtime for AI agents. 8-signal retrieval, multimodal memory, spaced-repetition decay, and procedural learning. Rust core with Python, TypeScript, Go SDKs + MCP s…
memstate-ai/memstate-mcp
Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict detection, and O(1) token retrieval.
AgentRecall
Agent memory in a single SQLite file — no vector DB, no server, no cloud. Python lib + MCP server + CLI.
LuizEduPP/rememb
project scope. Local JSON, zero config, no server required.
Thezenmonster/agentmem
Governed memory for coding agents with trust lifecycle (hypothesis → active → validated → deprecated), conflict detection, staleness tracking, and health scoring. SQLite + FTS5, z…
Ax
AX — Local-first AI Agent federation bus: one config, memory, tools & storage layer shared by all agents via CLI, HTTP API & MCP Server. / AX — 本地优先的 AI Agent 联邦总线：配置一次、记忆一次、工具一次，…
tverney/mcp-agent-memory
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Minty
Private network memory for OpenClaw, Hermes, and MCP agents.
Graphstore
Memory infrastructure for AI agents!! store, recall by meaning or association, ingest documents, and track beliefs in one Python library.
udjin-labs/mnemostack
hosted with Qdrant backend. 82.5% strict accuracy on LoCoMo benchmark. `pip install 'mnemostack[mcp]'`
stevepridemore/graph-memory
device use across Claude Code, Desktop, web, and iOS.
Agent In Sync
The knowledge base AI coding agents share. Submit, search, and reuse battle-tested solutions across teams. Self-hosted, MCP-native, AGPL-3.0.
Sessiongrep
Local-first memory layer for CLI agents. Indexes Claude Code, Codex CLI, and Cursor session histories into SQLite + FTS5 — searchable from a CLI, TUI, or MCP server so your next a…
Skymem Io
The trusted state layer for persistent AI agents. Structured cognition, audit-grade observability, MCP-native. Self-hostable. ELv2.
Stoic Agentos
The Operating System for AI Agent Fleets - monitor, orchestrate, and persist knowledge across your AI agents from a single dashboard.
Cf
Token-native agent memory retrieval for LLMs, without embedding APIs or vector databases.
soolaugust/0CompactMem
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geondongkim/geond-agent-protocol
first shared memory and coordination layer for AI coding agents: repository evidence, reservations, handoffs, code graph context, and dashboard review backed by PostgreSQL/pgvecto…
Dense Mem
Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.