Every System, A to Z

Every one of the 129 reports, by slug. Generated from each report's own frontmatter, so this list cannot drift from what the atlas actually holds — unlike the comparative report's verdict section, which is hand-written.

Looking for something else? The capability index groups systems by the seven rubric mechanisms, the comparative matrix puts eleven columns side by side, and the pattern library starts from the mechanism rather than the system.

A

• a-mem A-MEM — Evolving Zettelkasten memory · agiresearch/A-mem
• acontext Acontext — Memory as skill files · memodb-io/Acontext · Scope enforced, Human review
• adk-python Google ADK — A contract with no delete · google/adk-python · Scope enforced
• agent-afk agent-afk — A citation or an [unverified] tag · griffinwork40/agent-afk · Negative evals
• agent-framework Microsoft Agent Framework — The contract AutoGen became · microsoft/agent-framework · Scope enforced
• agent-memory-supabase Agent Memory on Supabase — One table, argued for · reescalder/agent-memory-supabase · Bi-temporal, Scope enforced
• agentmemory agentmemory — Hook-native coding-agent memory · rohitg00/agentmemory · Scope enforced
• agentrecall-x AgentRecall-X — A correction that loses its veto · Goldentrii/AgentRecall-X · Trust state, Scope enforced
• agentswarms AgentSwarms — Keyword memory in a trigger · AgentSwarms-fyi/agentswarms · Scope enforced, Human review
• agno Agno — Framework-native learning stores · agno-agi/agno · Scope enforced, Human review, Negative evals
• ai-memory ai-memory — Cross-harness handoff · akitaonrails/ai-memory · Scope enforced
• atomic-agent Atomic Agent — Evaluated memory fabric · AtomicBot-ai/atomic-agent · Bi-temporal
• aukora-kernel Aukora Kernel — Receipted memory · aumara-xyz/aukora-kernel · Scope enforced, Mutation audit, Negative evals
• aura Aura — Receipts that chain, beliefs that don't survive · youngbryan97/aura · Trust state, Mutation audit
• autogen AutoGen — Memory without identity · microsoft/autogen

B

• basic-memory Basic Memory — Human-editable Markdown graph · basicmachines-co/basic-memory · Scope enforced
• buzz Buzz — Memory as an encrypted protocol · block/buzz · Scope enforced
• byterover ByteRover — Curated coding-agent memory · campfirein/cipher

C

• camel CAMEL — Message store with vector recall · camel-ai/camel
• claude-mem Claude-Mem — Hook-native coding-agent memory · thedotmack/claude-mem · Scope enforced
• clio CLIO — Corroboration tiers in pure Perl · SyntheticAutonomicMind/CLIO · Trust state, Human review
• cognee Cognee — Knowledge-graph memory control plane · topoteretes/cognee · Scope enforced
• core-memory Core Memory — Grounding-gated trust · JohnnyFiv3r/Core-Memory · Trust state, Bi-temporal, Scope enforced, Human review
• cortex Cortex — Approval on the read, not the write · CortexPrism/cortex · Scope enforced, Human review
• cosmonapse Cosmonapse — A memory contract with a failure vocabulary · Cosmonapse/cosmonapse-core
• cowagent CowAgent — Daily-distilled memory · zhayujie/CowAgent · Scope enforced
• crewai CrewAI — Hierarchical scope paths · crewAIInc/crewAI · Scope enforced, Negative evals
• csm CSM — Deterministic continuity runtime · NovasPlace/CSM · Scope enforced, Mutation audit, Negative evals
• ctx ctx — Guarded consolidation · ActiveMemory/ctx · Scope enforced, Mutation audit

D

• daimon Daimon — Session-boundary checkpoint memory · Daily-Nerd/daimon · Tombstone, Trust state, Scope enforced, Mutation audit, Human review, Negative evals
• dexto Dexto — CRUD, and no retrieval on purpose · truffle-ai/dexto · Human review

E

• ecc ECC — A vault that stays unreviewed · affaan-m/ECC · Scope enforced
• elastic-atlas Elastic Atlas — Evaluated demo · noamschwartz/atlas-memory-demo · Scope enforced
• empryo Empryo — Retrieval that reads the repo · proxysoul/Empryo · Scope enforced, Human review
• engram Engram — Coding-agent local memory · Gentleman-Programming/engram · Scope enforced, Human review
• everos EverOS — Cases, skills and a cascade · EverMind-AI/EverOS · Scope enforced, Negative evals

G

• generative-agents Generative Agents — Observation-reflection ancestor · joonspk-research/generative_agents
• genericagent GenericAgent — Memory as written policy · lsdefine/GenericAgent
• gini-agent Gini Agent — Reimplemented memory model · Open-Curiosity/gini-agent · Trust state, Bi-temporal, Scope enforced
• gitlord GitLord — Git as the agent's event log · yashneil75/gitlord
• gobii Gobii — Memory as a database the agent writes · gobii-ai/gobii-platform · Scope enforced
• goodai-ltm GoodAI LTM — The lifecycle the frameworks dropped · GoodAI/goodai-ltm
• graphify Graphify — Work memory beside a code graph · Graphify-Labs/graphify · Trust state, Negative evals
• graphiti Graphiti — Bi-temporal context graph · getzep/graphiti · Bi-temporal, Scope enforced

H

• helm Helm — Confidence-ratcheted SQLite memory · GOODMAN-PRO/helm · Negative evals
• hermes-agent Hermes Agent — Prompt-cache-bounded memory · NousResearch/hermes-agent · Human review
• hindsight Hindsight — Retain, recall, and reflect · vectorize-io/hindsight · Scope enforced
• hipporag HippoRAG — Associative graph memory · OSU-NLP-Group/HippoRAG
• holographic Holographic — Vector-symbolic memory · NousResearch/hermes-agent
• honcho Honcho — Peer and session representation · plastic-labs/honcho · Scope enforced

J

• juggler Juggler — A gitignored notebook with a delete button · juggler-ai/juggler · Human review

L

• langmem LangMem — Library primitives · langchain-ai/langmem · Scope enforced
• lethe Lethe — Verified forgetting, signed · deeplethe/lethe · Mutation audit, Negative evals
• letta Letta — Agent-runtime memory · letta-ai/letta · Scope enforced
• livingfeed LivingFeed — Forgetting as a feature, in Korean · showjihyun/livingfeed · Scope enforced
• llamaindex LlamaIndex — Composable memory blocks · run-llama/llama_index
• llm-wiki-memory llm-wiki-memory — Filesystem and git memory · ctxr-dev/llm-wiki-memory · Scope enforced, Human review
• logseq Logseq — A human knowledge base agents can write to · logseq/logseq
• loongflow LoongFlow — Stochastic recall · baidu-baige/LoongFlow
• lorekit LoreKit — Multi-tenant lesson store · mthines/lorekit · Scope enforced, Mutation audit, Human review

M

• magic-context Magic Context — Verified-against-code memory · cortexkit/magic-context · Trust state, Scope enforced, Mutation audit
• mastra-observational-memory Mastra Observational Memory — Observer–reflector context · mastra-ai/mastra · Scope enforced
• mateclaw MateClaw — Scoped provider SPI · mateaix/mateclaw · Scope enforced
• mem0 Mem0 — Library-first memory · mem0ai/mem0 · Scope enforced, Mutation audit
• mem0sharp Mem0Sharp — Mem0's architecture, rebuilt in C# · jihadkhawaja/mem0sharp · Scope enforced, Mutation audit
• memanto Memanto — Resolved conflict · moorcheh-ai/memanto · Scope enforced, Human review
• memary Memary — Knowledge-graph agent memory · kingjulio8238/Memary
• membase Membase — Signature-owned conversation memory · unibaseio/membase · Scope enforced
• memento Memento — Memory sealed until a date · xD4O/memento · Scope enforced
• memex-zero-rag MeMex Zero-RAG — Enforcement by instruction · JPeetz/MeMex-Zero-RAG
• memledger MemLedger — Provenance that answers, and does not enforce · riktar/memledger · Trust state, Mutation audit
• memmachine MemMachine — Episode-preserving dual memory · MemMachine/MemMachine · Scope enforced
• memobase Memobase — Structured user profiles · memodb-io/memobase · Scope enforced
• memora Memora — Rehearsable correction · agentic-box/memora · Mutation audit, Human review
• memori Memori — Portable store, hosted judgement · MemoriLabs/Memori · Scope enforced
• memory-engine Memory Engine — Agents as principals · timescale/memory-engine · Bi-temporal, Scope enforced
• memoryos MemoryOS — Heat-promoted tiers · BAI-LAB/MemoryOS
• memos MemOS — Memory operating system · MemTensor/MemOS · Scope enforced
• mempalace MemPalace — Verbatim evidence memory · MemPalace/mempalace · Scope enforced
• memu memU — Documented decisions · NevaMind-AI/memU
• memvid Memvid — Rewindable memory · memvid/memvid · Bi-temporal, Mutation audit
• mercury-agent Mercury Agent — Graded personal memory · cosmicstack-labs/mercury-agent · Human review
• metaclaw MetaClaw — Self-tuning memory policy · aiming-lab/MetaClaw · Scope enforced
• minecontext MineContext — Prospective memory, inferred · volcengine/MineContext
• mirix MIRIX — Multi-agent typed memory · Mirix-AI/MIRIX · Scope enforced, Negative evals
• mnemopi Mnemopi — A decay curve per memory type · can1357/oh-my-pi · Negative evals
• moltis Moltis — File-corpus memory · moltis-org/moltis

N

• nanobot nanobot — Dual-cursor file memory · HKUDS/nanobot
• neko Project N.E.K.O. — Memory that must not reopen a wound · Project-N-E-K-O/N.E.K.O · Scope enforced, Mutation audit, Negative evals
• nemoclaw NemoClaw — Memory as an operand · NVIDIA/NemoClaw
• neo4j-agent-memory Neo4j Agent Memory — Memory of its own reasoning · neo4j-labs/agent-memory · Bi-temporal, Scope enforced
• nooa-memory NOOA Memory — Cognitive-model recall · NVIDIA-NeMo/labs-OO-Agents · Scope enforced
• npcpy npcpy — Memory that waits for a yes · npc-worldwide/npcpy · Trust state, Human review

O

• open-cowork open-cowork — Evaluated memory · OpenCoworkAI/open-cowork · Negative evals
• openclaw OpenClaw — Host-runtime plugin memory · openclaw/openclaw · Scope enforced
• opencode OpenCode — Hooks, no contract · anomalyco/opencode
• openhuman OpenHuman — Taint-gated memory · tinyhumansai/openhuman · Scope enforced
• openviking OpenViking — Filesystem context database · volcengine/OpenViking · Scope enforced
• openworker OpenWorker — Policy over machinery · andrewyng/openworker · Scope enforced
• openyak OpenYak — One document per workspace · openyak/openyak · Scope enforced, Human review
• optmem OptMem — No background work · VictorTaelin/OptMem · Mutation audit

P

• palazzo Palazzo — An audit log that can refuse a delete · calibrae/palazzo · Mutation audit
• pi Pi — Branchable session substrate · earendil-works/pi
• powermem PowerMem — Decay on the read path · oceanbase/powermem · Scope enforced
• project-golem Project Golem — A list of what the owner said no to · Arvincreator/project-golem
• pydantic-ai-harness Pydantic AI Harness — Markdown notebook with database discipline · pydantic/pydantic-ai-harness · Scope enforced, Negative evals

Q

• qwen-code Qwen Code — Team memory in git · QwenLM/qwen-code · Scope enforced, Human review

R

• rainbox RainBox — Operator-governed memory · neoneye/RainBox · Tombstone, Trust state, Scope enforced, Human review
• redis-agent-memory-server Redis Agent Memory Server — Working/long-term memory service · redis/agent-memory-server · Scope enforced
• reme ReMe — Markdown memory that publishes its bad scores · agentscope-ai/ReMe
• risuai RisuAI — Three memory systems, one repository · kwaroran/RisuAI · Human review

S

• second-me Second Me — The atlas's only parametric memory · mindverse/Second-Me · Human review
• sillytavern SillyTavern — Memory people write by hand · SillyTavern/SillyTavern
• simplemem SimpleMem — Compression-first research memory · aiming-lab/SimpleMem · Scope enforced, Mutation audit
• skales Skales — Ask it to forget · skalesapp/skales
• soul-of-waifu Soul of Waifu — Rollback that nothing calls · jofizcd/Soul-of-Waifu · Mutation audit
• supermemory Supermemory — Hosted memory product · supermemoryai/supermemory · Scope enforced
• swafra Swafra — Compact local graph-RAG · kunal12203/swafra

T

• tencentdb-agent-memory TencentDB Agent Memory — Layered symbolic memory · TencentCloud/tencentdb-agent-memory
• terse-memory TERSE Memory — A linter where the verbs should be · terse-lang/terse · Trust state
• tigrimosr TigrimOSR — Proposed skills, staged on disk · Sompote/TigrimOSR · Trust state, Scope enforced, Human review
• tokenmizer TokenMizer — A status for not knowing · Shweta-Mishra-ai/tokenmizer · Trust state, Mutation audit

U

• universal-memory-engine Universal Memory Engine — A suppression the write gate obeys · 12ziyad/universal-memory-engine · Tombstone, Trust state, Scope enforced, Mutation audit, Human review, Negative evals

V

• verel Verel — Verification-first memory · amitpatole/verel · Tombstone, Trust state, Bi-temporal, Scope enforced, Mutation audit, Human review, Negative evals
• virtualwife VirtualWife — normalize_scores does not normalize · yakami129/VirtualWife
• voyager Voyager — Procedural skill memory · MineDojo/Voyager

W

• waku-agent Waku Agent — Gated memory · ShenSeanChen/waku-agent

Z

• z-waif Z-Waif — It caps its own voice in its own query · SugarcaneDefender/z-waif
• zerostack ZeroStack — One global file, one project slug · gi-dellav/zerostack