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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.
Culi
Self-improving context & memory for Claude Code and OpenAI Codex. One canonical knowledge store injected only when relevant — hooks push budgeted context, an MCP server serves dep…
ThoughtMcp
🧠 AI cognitive architecture over MCP — human-like five-sector memory, parallel reasoning, metacognition (bias/emotion/confidence), a 3D memory graph, and a web UI. PostgreSQL + pg…
Texere
Persistent knowledge-graph memory for AI agents, exposed as a TypeScript library and MCP server.
Open Agent Context
Open Agent Context Standard: portable, governed memory and context for AI agents. Python reference implementation with CLI, SQLite, evidence, audit, and MCP adapters.
Pi Okf
Harness-owned reader/author for Pi-agent OKF (Open Knowledge Format) knowledge bundles
Terx
Browser-agent memory that turns repeated workflows into deterministic replays.
Sloplesscode
Local-first memory, knowledge, and coordination server for AI coding agents.
Howdex
The audit and verification layer for AI agents - verified procedural memory with compliance reports (SOC 2, EU AI Act, NIST AI RMF), a public procedure registry, and the verifier…
Never Ask Twice
Enterprise Support MemoryAgent on Qwen Cloud that remembers customer context across sessions and proves it with a live re-ask-rate ablation.
PAL MEM
Context filter + AI SBOM + retrieval engine for agents working against corpora larger than any model's context window. Local-first, markdown-native, MCP-ready. Haiku 4.5 reac…
FlyupMem
Local-first memory layer for AI agents: YAML source of truth, rebuildable SQLite search cache, CLI, MCP, OpenClaw, and Hermes.
Praxa
Open-source TypeScript SDK, CLI, and MCP contracts for governed AI agents and the Praxa agentic harness.
NeXgen Engine
One Git repo to configure every AI CLI — AGENTS.md, MCP, skills, memory rendered to each tool's native format, checked for drift and synced fail-closed. Linux & Windows released.
Pursers
Local, single-owner coordination board for AI agents: durable shared state, cross-agent work relay, human-governed automation, and verifiable decisions with evidence. Successor to…
Syntavra
Adaptive context and runtime optimization for coding agents—reducing token waste, externalizing tool output, preserving exact session history, and enforcing secure tool routing.
Remembug CLI
Give Claude Code a memory — a local, MCP-native, human-reviewed knowledge base of your debugging fixes.
Claude Code Memory Stack
A complete, runnable template for giving Claude Code a persistent memory: a Markdown knowledge vault, skills, hooks, and MCP servers — including a working reference MCP server.
Brain Server
Local-first memory server for AI agents. Hybrid recall (vector + full-text) over SQLite, knowledge graph, MCP server, human-approved writes, tamper-evident audit chain, UMP 1.0 L3…
Graphiti Local
Graphiti Local — local-first temporal knowledge graph
Centered Agent Memory
A searchable index of your Claude Code, Claude Desktop, Codex, and Cursor conversations—available via MCP and CLI. Local and read-only; it does not modify any tool’s data store.
COORD Harness
An autonomous multi-agent orchestration harness. Agents coordinate through one SQLite-WAL authority — claim work, hand off bounded context, assign audits, run tracked local model…
Nutcracker Memory
Stale-aware episodic memory for coding agents.
CodeBro
Persistent engineering context and memory for AI coding agents, exposed through MCP.
Reccli
Temporal memory engine for coding agents. Gives Claude Code and Codex persistent project context, cross-session recall, and source-linked reasoning history.
Operational Data Platform For AI
Guides and reference architectures for building production AI agents on Couchbase: agent memory, MCP, hybrid retrieval, cloud-to-edge.
Mnemic
Local-first memory kernel for coding agents: MCP-native, temporal, auditable, source-keyed, and benchmarked.
Korva
The OS for AI-driven engineering teams. Persistent memory + architecture guardrails + curated knowledge scrolls for Claude Code, Cursor, GitHub Copilot, OpenCode, VS Code MCP, Cod…
Sylex Memory
Persistent encrypted memory service for AI agents — MCP server with E2E encrypted private vaults, shared knowledge commons, community channels, and 23 tools. Free, open source.
Never Again
Stop your coding agent re-debugging the same error twice. Local-first failure memory over MCP.
Aionis MCP
MCP stdio bridge for Aionis execution memory.
MemoryCenter
Agent 记忆库 —— 跨语言可引用的持久化高效完整记忆系统
Arbol
Agent-readable memory for markdown notes: enforced schema, validator, BM25 + graph retrieval, MCP server, and an eval that tells you the truth
Loomdb
An agent-native database. Sessions are branches an agent can fork, merge, and rewind; every write records what it was derived from; and taint-and-recall tells you exactly what a p…
CentR
Local-first project intelligence and learning middleware for AI coding agents. CentR builds project memory, reusable learning, code intelligence, and context so agents can solve t…
Perseus Vault Codex
Persistent, encrypted, local-first memory for OpenAI Codex agents — a 5-tool MCP server wrapping Perseus Vault. Built for OpenAI Build Week (Developer Tools).
Kopeng
Persistent, self-curating memory for coding agents. MCP tools + REST API, 100% local inference, with an autonomous nightly consolidation pass that collapses duplicates, decays sta…
Tyamka
Local-first, LLM-curated personal knowledge base + Claude Code plugin: research topics, compile cited articles, and query with hybrid retrieval — on your Claude subscription or an…
Repo Brain
Persistent repository memory for coding agents - Codex, Claude Code and MCP.
Tool.Agent Harness Deploy
Self-deploying cross-tool AI harness — one canonical source deployed to Claude Code, Codex, Cursor, Devin, Antigravity & 9 more. Loop engineering, three-layer memory, worker perso…
Ihow Memory Core
Local-first shared memory for AI agents — zero-dependency, governed writes, citations, MCP. Source behind the ihow-memory npm package.
Cortex App
Institutional memory for the agentic era. Open-source GraphRAG knowledge base: documents in, Neo4j knowledge graph out. Humans get chat + deep research with cited answers, agents…
NEOTH
Local-first personal AI daemon in Rust — five-tier memory, consent-gated tools, WASM plugin sandbox, multi-provider LLM routing, channels, GUI, signed audit logs, and Babel-Index…
Deep Memory
Local-first persistent memory for AI agents: Chinese-first recall, forgetting-aware ranking, conflict candidates, SDK + CLI.
AgentInterdict
AgentInterdict — runtime enforcement for autonomous AI agents. Trust context. Verify authority. Interdict unsafe action.
Nevertwice
Local-first memory for AI coding agents that catches a mistake before it repeats. Plain Markdown + git, zero deps, every agent via MCP/hooks. Formerly Anamnesis.
Agent Shared Fabric
Agent Shared Fabric: a governance layer for multi-agent coordination, receipts, memory lanes, MCP/skills registries, and runtime bridges.
Miseledger
Your agent history is scattered. MiseLedger makes it searchable evidence. Local SQLite FTS ledger for AI work history; Brigade-ready evidence bundles. No network.
Memory Genome Engine
Local-first structured memory engine for AI agents with binary storage, CLI/TUI, MCP-ready JSON-RPC, SDKs, and optional encrypted stores.
ExperienceEngine
Governance layer for coding agents that reuses real execution experience across OpenClaw, Claude Code, and Codex.
Memayu
Lightweight, self-hosted-first AI agent memory engine in Rust single binary.