四层记忆引擎 (Memory Engine) — 让 Agent 越用越聪明

Living memory system for AI assistants — SQLite + MCP with decay, learning, and knowledge graph

A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.

A HTTP MCP bridge plugin for Cheat Engine. 176 tools exposing CE's memory, scanning, debugging, and code-injection APIs to Claude Code and other MCP clients.

Engineering decision memory for AI-assisted coding — captures the why behind your code

Zero-Token-Waste Memory Engine, Knowledge Graph & Notes System for AI Coding Agents via MCP.

Architectural Memory Engine, The Fast AST Indexer, The Constraint & Guardrail Engine, The Architecture Decision Record (ADR) Graph, Agent Execution Memory & Session Drift Recovery

Durable, private, time-aware memory engine for long-running AI agents

MCP server and CLI for Spector — Cognitive memory engine for AI agents

AI-native memory research MCP server for reverse engineering

Universal Memory & Context Engine (MCP Server) to give Long-Term Memory to AI Agents.

A local memory engine any AI tool can use. You own the SQLite file.

MCP server for AI coding agents — persistent engineering memory, knowledge compounding, and spec-driven development workflows. Part of TRW Framework.

PMLL Memory MCP Server v2.0.3 — persistent memory logic loop with short-term KV cache (peek pattern), Q-promise deduplication, Context+ long-term semantic memory graph, and solution engine. Four-way benchmarked: Combined Context+ + PMLL/peek delivers 36ms

Local-first, code-aware engineering cognition for AI coding agents - persistent memory, contextual retrieval, and continuous cognition about your codebase.

Deterministic Merkle DAG associative memory engine with Model Context Protocol (MCP) for local LLMs and autonomous agents.

Persistent cross-project memory and phase-workflow engine for Claude Code — human-gated, local-first, event-sourced. Ships as a plugin.

Memory for AI agents that never leaves your device. Local-first, end-to-end-encrypted, zero-telemetry memory engine (Rust, MCP) — gives Claude & any MCP client persistent cross-session memory.

Specific intelligence for one person. MCP server that turns every correction you make to Claude into persistent, injectable memory — with an autonomous Ghost engine that learns from rejection.

Local-first Engineering Memory Graph for Claude Code and Codex.

Engineering memory MCP server for Claude Code — patterns, gotchas, and project knowledge that persist across sessions

Engineering memory for coding agents: the decisions, fixes and constraints behind your code, with who recorded them, the files and the commit, recalled by every agent on the team in Claude Code, Codex, Cursor, Copilot and 60+ MCP clients. Self-hosted community edition; Recallium Cloud at recallium.ai.

🧠 CogniVault - Lightweight AI Agent Semantic Memory Engine | 轻量级AI Agent语义记忆引擎 - Zero Dependencies, TF-IDF+BM25 Hybrid Search, Memory Lifecycle, Knowledge Graph, MCP Server

Inspectable AI agent memory, context engineering and multi-agent orchestration with an MCP server and logical-fleet benchmarks

The Agent-Native Retrieval Engine — Hybrid Vector + Reasoning + Memory for AI Agents. HNSW indexing, tree-based reasoning retrieval, built-in RAG, MCP server, multi-agent orchestration, and agent memory architecture.

🧠 Kai is a context engineering platform. It's persistent memory for AI coding copilots. Teach it once, surface context automatically. MCP server for Claude Code.

Open-source, self-hosted MCP server for project intelligence, semantic search, context engineering, and persistent agent memory for AI coding agents.

Deterministic SQLite memory engine, physically sharded multi-tenant state graph, pre-turn context compiler & MCP server for local LLMs/SLMs (4B-14B) — zero vector DB

Smart Context Engineering Gateway for AI agents: lossless tool-output compression, episodic memory folding and a reversible diet_ref vault (MCP server + OpenAI/Anthropic proxy + local dashboard)

Local-first Governed Memory Engine for Codex, Antigravity & DSH (DeepSeek Harness). Conclusion-first progressive retrieval, automatic tool-error follow-up, compaction survival, counterexample circuit-breakers & native visual UI.

Open-source context engineering scanner for Claude Code. Scores 45 check layers across CLAUDE.md, skills, hooks, memory, and planning artifacts. Free local tools + paid upgrades via MemoryOS.

Open-source context engineering scanner for Claude Code. Scores 45 check layers across CLAUDE.md, skills, hooks, memory, and planning artifacts. Free local tools + paid upgrades via MemoryOS.

Engineering decision memory for your organization. Extract the why behind your code from PRs, issues, and commits, then ask natural-language questions - dg ask "Why was this built this way?" and get answers with evidence chains, not just what changed.

Evidence-first local context engine for AI agents - durable project memory for code, documents, and model-adaptive ContextPacks.

Empathetic AI engineering partner with cognitive memory, multi-agent orchestration (10 agents), 132-signal skill routing, and self-improving reflection loops. Built on Model Context Protocol. By Aldo Karendra.

OCD (Omni Coder Dashboard) v5.6.0 — AI memory engine with real semantic embeddings, 25 MCP tools, session guard, trace-to-evidence audit bot, Antigravity intelligence, cost visibility, smart routing, and proactive IDE interception. 100% local, zero API keys.

Private. Free. Local. — Memory engine for personal AI agents.

Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory and review across labs alive between sessions — the Brain Neo.mjs runs on itself. Multi-tenant: onboarding a codebase is a config entry, not a fork.

Persistent engineering memory for coding agents over MCP.

Persistent spec-driven memory for AI coding assistants: engine, CLI, and MCP server (JSON-RPC 2.0 over stdio)

Durable, private, time-aware memory engine for long-running AI agents

Biologically-inspired persistent memory engine for Claude Code

Forgetting engine for AI agents — memory TTL, decay, eviction, audit. The opposite of memory programming.

AI-Native 0-Token Causal Memory Engine 2.0 with SQLite WAL atomic transactions and MCP server

AI-Native 0-Token Causal Memory Engine 2.0 with SQLite WAL atomic transactions and MCP server

Multi-persona engineering mentor with 64 specialized AI personas orchestrating collaborative guidance, session memory, and git-aware context

High-performance native cognitive memory engine (.ame) for AI Agents with fused vector-graph search, sub-millisecond mutations & MCP server

Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

Agent-neutral MCP runtime for virtual engineering teams with workflow gates, global memory, and traceable ChangeSets.

TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI directly to local or remote Cheat Engine via TCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

MCP server for engram — hierarchical memory engine for AI agents

LBrain by Metavolve Labs — AI-native engineering memory with the Lair Protocol.

Give your reverse-engineering agent a memory, a map, and receipts.

Local-first memory engine for AI-agent teams — private/team/project ACL, associative recall, federated sync, and a built-in MCP server. One SQLite file, no LLM required. Apache-2.0.

Mnemo core — persistent semantic memory engine (ONNX embeddings + HNSW + sql.js)

Trace anything running - dynamic reverse engineering for AI agents. MCP server + CLI with evidence records: hooks, syscalls, memory, network. The dynamic half of REA.

Alaya MCP Server — a memory engine for AI agents that remembers, forgets, and learns

Institutional memory engine for AI agents — compiled Rust MCP server with adapters for Hermes, CrewAI, LangGraph, Haystack, OpenHands, MS Agent Framework, and Google ADK

YantrikDB — Cognitive memory for AI agents. Persistent semantic recall, knowledge graph, contradiction detection, and procedural learning. Ships as embeddable engine, network database, or MCP server.

Dynamic Segmented Memory (DSM) engine for AI agents via Model Context Protocol (MCP).