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Memmy Agent, farklı AI agent’lar arasında ortak ve kalıcı bağlam sunan bir memory hub ile agent runtime sağlayan bir uygulamadır.

Neden yükseliyor · 73 günlük yaşına rağmen 1.987 yıldız ve son 28 günde 499 commit ile 15 farklı yazarın katkısı var; bu, yalnızca README iddialarından ibaret olmayan belirgin bir geliştirme hareketliliğine işaret ediyor. Farklı agent’lar arasında bağlamı taşıma ihtiyacı da güncel ve görünür bir kullanım alanı.

SkillCorpus, dağınık SKILL.md dosyalarını agent'lar için seçilmiş, aranabilir skill corpus'larına dönüştüren ve retrieval ile evaluation araçları sunan açık kaynak bir altyapıdır.

Neden yükseliyor · Agent'lar için paylaşılan ve göreve göre seçilen skill katmanına ilgi var; repo kısa sürede 667 yıldıza ulaşmış ve son 28 günde 9 commit ile 3 farklı yazar katkı vermiş. README ayrıca birden fazla benchmark'ta iyileşme bildiriyor; bu sonuçları bağımsız olarak doğrulayamıyorum.

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered c

Self-hosted memory service for AI agents that work in teams, written in Rust: layered L0→L3 memory, async LLM distillation, hybrid BM25 + ve

Nosis is a lightweight personal agent runtime: per-session execution boundaries with OS-level sandboxing, computer use, a full built-in tool

Self-hosted continuity memory for persistent AI identities across agents, models, and interfaces.

AI assistant in Telegram that remembers everything and helps you run your life. Self-hosted in one command.

Your AI forgets every session. Give it a memory it can trust: local-first, review-gated agent memory — one SQLite vault for DSH, Claude Code

🥝 Self-hosted memory gateway for AI companions — OpenAI-compatible proxy with vector search, memory heat, Dream consolidation and calendar-l

An open-source AI companion that actually remembers you — runs entirely on your own Mac or server. Desktop pet · long-term memory · proactiv

Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.

Self-hosted AI buddy with visible memory: personal AI agent + Pi coding-agent workspace for any browser, phone or WeChat. 自托管私人 AI 助理：记得你，能办

基于 DeepSeek Harness 的多数字生命系统 | Multi Digital Life: native agents, independent life workers, durable communication and owner-bound private se

🧠 Persistent local-first memory for AI coding agents — MCP server + CLI for Claude Code & Cursor. SQLite FTS5, secret redaction, project iso

Local-first AI companion daemon — an agent harness with its own long-term memory. Remembers you, grows with you, extends and repairs itself.

Memory that remembers the story not just the facts. File System Memory and Three layer sentence graph for AI agents -> Facts, Episodes, raw

Source-grounded MCP memory runtime and Obsidian-compatible vault template for LLM agents.

Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hy

A self-hosted, private-first LLM companion and memory assistant.

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A traceable personal memory layer that carries verified state across apps, models, and AI agents.

开源桌面 AI Agent 与 CLI：长期记忆、多 Agent、实时语音；Qwen3.8-27B Coder390 EfficientThink 本地 GGUF（llama.cpp Q2/Q3，内置 Q4 MTP）· Open-source desktop AI agent &

Self-hosted AI memory for people and teams: project continuity, traceable evidence, private workspaces, and MCP integration.

An open-source, self-hosted social AI agent across QQ, Telegram, Feishu/Lark and personal clients, with persistent identity, long-term memor

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native

🏛️ Mnemosyne OS — A cognitive memory OS for AI agents. Magic Memory Palace (taxonomy × archive-no × tome cards × 3-channel summon), TMT dist

Shared, persistent memory for AI agents. Self-hosted MCP server with semantic search, vector RAG, and live updates. Works with Claude, Curso

The open memory layer for collective agent awareness — a vendor-neutral MCP service for shared AI-agent memory.

Persistent project memory for AI coding agents — isolated workspaces per project, web dashboard to review what your agent remembers, team co

A 125-task benchmark for knowledge-mediated implicit associations and retrieval blind spots in long-term agent memory.

拥爱 AMBRACE｜可自行部署的 AI 陪伴应用：长期记忆、主动关心、日记与朋友圈。Android App + 自托管后端，支持自选模型与插件扩展。

Self-hosted AI companion with a simulated daily life, long-term memory, and consistent-identity selfies. Your keys, your data, your machine.

Turn your Pieces Long-Term Memory into an AGENTS.md your coding agents can read. Local-only, redaction-first.

Persistent decision memory for AI agents: rationale, rejected approaches, and entity history. Connect any compatible agent through local MCP

Raise your own AI partner — an open-source, local-first AI agent platform with persistent memory and evolving personality.

Precision-aware retrieval benchmark for LLM memory systems.

Claude Code memory system — auto context injection, drift detection, compounding, FTS5/vector search, Obsidian vault export. Zero core deps.