Reviews Directory

Type: kb/types/index.md

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  • A-mem (agent-memory-system-review) - A-mem review: Python memory library with MemoryNote objects, Chroma retrieval, LLM metadata generation, and automatic neighbor evolution
  • ACE (agent-memory-system-review) - ACE review: trace-derived playbook evolution, reflector-scored bullets, curator additions, optional deduplication, and coarse prompt read-back
  • Agent Skills for Context Engineering (agent-memory-system-review) - Agent Skills for Context Engineering review: authored context-engineering skills plus a file-based researcher OS and trace-to-skill example tooling
  • Agent Workflow Memory (agent-memory-system-review) - Agent Workflow Memory review: web-agent workflow files induced from successful traces and pushed into WebArena/Mind2Web prompts
  • Agent-R (agent-memory-system-review) - Agent-R review: MCTS trace collection, revision-trajectory synthesis, checkpoint-level read-back, and no runtime retrieval store
  • Agent-S (agent-memory-system-review) - Agent-S review: GUI agent framework with S1/S2 JSON experience memory, embedding retrieval, S3 reflection, and BBON trace evaluation
  • AgentFly (agent-memory-system-review) - AgentFly/Memento review: planner-executor agent with JSONL case-bank memory, trace-judged case writes, and parametric or SimCSE case read-back
  • Agentic Harness Engineering (agent-memory-system-review) - Agentic Harness Engineering review: trace-driven outer loop that distills coding-agent rollouts into debugger reports and durable harness edits
  • Agentic Local Brain (agent-memory-system-review) - Agentic Local Brain review: local PKM capture into Markdown, SQLite, Chroma vectors, mining tables, RAG chat traces, and recommendation ranking
  • AI-Context-OS (agent-memory-system-review) - AI-Context-OS review: filesystem-first Markdown memory with L0/L1/L2 context loading, generated adapters, MCP/chat read-back, and trace-derived optimization suggestions
  • ai-memex-cli (agent-memory-system-review) - ai-memex-cli review: Git-backed Markdown vault, agent skill workflows, trace distillation, lint/watch loops, and context bootstrap
  • ai-modules (agent-memory-system-review) - ai-modules review: deployable multi-vendor skill/plugin bundle with Markdown wiki, session wrapup, task backlog, and linted file memory
  • Amazon Science SAGE (agent-memory-system-review) - Amazon SAGE review: AppWorld rollouts become reusable Python skills, retrieval state, SFT data, and GRPO reward signal
  • Archie (agent-memory-system-review) - Archie review: Git-native Arch Linux desktop configuration with Stow deployment, agent briefs, ADRs, and pull-only repo read-back
  • AriGraph (agent-memory-system-review) - AriGraph review: in-run knowledge-graph world model with episodic observation memory, Contriever retrieval, LLM extraction/refinement, and prompt pushback
  • Ars Contexta (agent-memory-system-review) - Ars Contexta review: Claude Code plugin deriving file-based agent knowledge systems with generated context, skills, hooks, trace mining, and coarse push read-back
  • Atomic (agent-memory-system-review) - Atomic review: SQLite-backed markdown atoms with embeddings, semantic graph, wiki/report synthesis, chat, and MCP memory tools
  • Auto-claude-code-research-in-sleep (agent-memory-system-review) - ARIS review: Markdown skill harness for autonomous research with project research-wiki memory, review traces, and gated trace-derived skill optimization
  • auto-harness (agent-memory-system-review) - auto-harness review: benchmark-driven coding-agent loop that mines train traces, evolves agent.py, promotes evals, and gates changes
  • Autocontext (agent-memory-system-review) - Autocontext review: iterative evaluation harness with trace-derived playbooks, hints, skills, tools, validators, runtime traces, and optional model distillation
  • AutoSci (agent-memory-system-review) - AutoSci review scoped to its OmegaWiki/SciMem subsystem: file-backed research wiki, schema/runtime contracts, skills, tools, graph, and bounded context packs
  • Awesome Agent Memory (agent-memory-system-review) - Awesome Agent Memory review: GitHub README landscape index for agent-memory products, papers, benchmarks, tutorials, articles, and workshops
  • Basic Memory (agent-memory-system-review) - Basic Memory review: local-first Markdown knowledge graph with SQLite/Postgres indexes, MCP pull tools, semantic search, schemas, and Claude hook read-back
  • Beever Atlas (agent-memory-system-review) - Beever Atlas review: chat-ingestion knowledge base with Weaviate facts, Neo4j graph memory, MongoDB wiki pages, MCP retrieval, and trace-derived wiki synthesis
  • Binder (agent-memory-system-review) - Binder review: local-first typed SQLite graph with Markdown sync, transaction history, CLI/MCP access, LSP validation, and explicit agent reads
  • browzy.ai (agent-memory-system-review) - browzy.ai review: terminal personal KB with Markdown/wiki files, SQLite FTS, LLM compilation, query-time context assembly, and trace-derived digests
  • byterover-cli (agent-memory-system-review) - byterover-cli review: local context-tree memory with HTML topic curation, BM25/runtime-signal retrieval, MCP hooks, review logs, dream pruning, and ByteRover cloud sync
  • cass_memory_system (agent-memory-system-review) - cass-memory review: file-backed procedural memory for coding agents with cass session search, diary summaries, LLM reflection, scored playbook rules, MCP tools, and trauma guards
  • Claude Context Guard (agent-memory-system-review) - Claude Context Guard review: Claude Code slash-command memory using project safeguard files, audits, pagination, hooks, and itemised code indexes
  • Claude Workstream Kit (agent-memory-system-review) - Claude Workstream Kit review: repo-local active-work memory for Claude Code with ACTIVE.md resume, workstream closure, gates, and verifier agents
  • claude-obsidian (agent-memory-system-review) - claude-obsidian review: Obsidian vault memory with agent skills, hot cache, wiki ingestion, hybrid retrieval, locking, hooks, and methodology modes
  • ClawVault (agent-memory-system-review) - ClawVault review: deprecated markdown vault memory with graph/search context, OpenClaw prompt hooks, observer compression, facts, and maintenance workers
  • Closure-SDK (agent-memory-system-review) - Closure-SDK review: geometric verification, Closure DNA database state, and experimental carrier-genome memory without agent prompt activation
  • Clude (agent-memory-system-review) - Clude review: cognitive memory SDK and MCP server with SQLite/Supabase stores, hybrid recall, dream-cycle synthesis, memory packs, and prompt-file push surfaces
  • CocoIndex (agent-memory-system-review) - CocoIndex review: incremental AI data-pipeline framework that maintains fresh vector, graph, file, and database indexes for downstream agent retrieval
  • Cognee (agent-memory-system-review) - Cognee review: graph/vector agent memory control plane with session cache, recall routing, trace-derived improve loops, MCP tools, and decorator push
  • Compound Engineering Plugin (agent-memory-system-review) - Compound Engineering review: repo-file workflow memory with generated strategy, brainstorm, plan, solution, pulse, session-history, and review artifacts
  • Context Constitution (agent-memory-system-review) - Context Constitution review: authored Letta agent context-management doctrine with documented MemFS, system-prompt learning, progressive disclosure, compaction, and reflection affordances but no local harness implementation
  • Continuity (agent-memory-system-review) - Continuity review: local-first desktop AI workspace with shared SQLite memory, MCP tools, narrative synthesis, prompt push, and org sync
  • CORAL (agent-memory-system-review) - CORAL review: filesystem multi-agent coding hub with shared notes, skills, attempts, roles, eval feedback, heartbeat prompts, and worktree isolation
  • Cortex (agent-memory-system-review) - Cortex review: local RDF/SQLite cognitive knowledge service with ontology, hybrid retrieval, MCP tools, reasoning, and access-derived tier learning
  • cq (agent-memory-system-review) - cq review: Mozilla AI plugin and MCP store for structured agent knowledge units, review-gated sharing, and agent-led reflection
  • CrewAI Memory (agent-memory-system-review) - CrewAI Memory review: unified vector memory with LLM extraction, scoped recall, task/HITL learning, tools, and pre-task prompt injection
  • Decapod (agent-memory-system-review) - Decapod review: Rust repo-native governance kernel with SQLite stores, context capsules, trace lessons, proof gates, and pull-first memory reads
  • dense-mem (agent-memory-system-review) - Dense-Mem review: self-hosted MCP memory server with Neo4j evidence, typed claims, verifier gates, fact promotion, and tiered recall
  • DocMason (agent-memory-system-review) - DocMason review: repo-native private-document KB with provenance, governed ask, deterministic retrieval, and interaction-memory promotion
  • Dynamic Cheatsheet (agent-memory-system-review) - Dynamic Cheatsheet review: trace-derived test-time prompt memory with LLM cheatsheet curation, embedding retrieval, and automatic solver read-back
  • Echel (agent-memory-system-review) - Echel review: project-owned Markdown product memory, deterministic graph/report generation, evidence gates, and task-scoped agent packets
  • EchoesVault / echoes-vault-opencode (agent-memory-system-review) - EchoesVault review: OpenCode plugin that bootstraps a Markdown/Obsidian vault, slash-command read-back, and agent-mediated trace capture
  • Eidetic (agent-memory-system-review) - Eidetic review: Claude Code Markdown memory with hook-pushed context, FTS/vector recall, trace capture, compounding, drift penalties, and vault export
  • Engraph (agent-memory-system-review) - Engraph review: local Obsidian-vault gateway with hybrid search, MCP/HTTP tools, identity context, and folder-feedback learning
  • EQUIPA (agent-memory-system-review) - EQUIPA review: SQLite-backed agent orchestrator with trace-derived lessons, episodes, prompt variants, and prompt-time read-back
  • Exocomp (agent-memory-system-review) - Exocomp review: Go multi-agent coding workbench with YAML roles, .exocomp ledgers, sandboxed tools, skills, and recovery
  • ExpeL (agent-memory-system-review) - ExpeL review: trace-derived benchmark agent that distills task trajectories into rules and retrieves prior trials as few-shots
  • Funes (agent-memory-system-review) - Funes review: Git-native Librarian protocol for raw-source preservation, compiled Markdown wiki memory, outputs, and health-check governance
  • G-Memory (agent-memory-system-review) - G-Memory review: trace-derived multi-agent memory with Chroma task storage, NetworkX task graph, JSON insights, and orchestrator-pushed examples/rules
  • GBrain (agent-memory-system-review) - GBrain review: Postgres/PGLite-backed agent brain with markdown write-through, hybrid retrieval, graph links, hot facts, skills, and dream-cycle maintenance
  • getsentry/skills (agent-memory-system-review) - getsentry/skills review: Sentry's repo-backed skill and subagent marketplace with authored prompts, routed references, scripts, and validation rules
  • Gnosis (agent-memory-system-review) - Gnosis review: repo-local why-memory CLI with JSONL entries, disposable SQLite FTS search, doctrine-guided agent capture, and pull-only read-back
  • Graphiti (agent-memory-system-review) - Graphiti review: temporal graph memory with episode provenance, LLM extraction, fact invalidation, hybrid retrieval, MCP tools, and pull-only activation
  • HALO (agent-memory-system-review) - HALO review: trace-derived agent-harness optimizer with SQLite desktop trace store, JSONL trace indexes, recursive trace agents, and local analysis runs
  • Hindsight (agent-memory-system-review) - Hindsight review: service-backed agent memory with LLM fact extraction, observations, hybrid recall, integrations, hooks, transfer, and trace-derived learning
  • HippoRAG (agent-memory-system-review) - HippoRAG review: document-ingest memory framework using OpenIE triples, parquet embedding stores, igraph PageRank retrieval, and RAG QA
  • hyalo (agent-memory-system-review) - hyalo review: Rust CLI for structured Markdown vault search, mutation, linting, snapshot indexes, and Claude skill/rule integration
  • HyperAgents (agent-memory-system-review) - HyperAgents review: self-improving agent harness where trace-derived benchmark feedback promotes executable patch lineages
  • interview-doc-agent (agent-memory-system-review) - interview-doc-agent review: single-file job-document skill using a file-native experience library, templates, and index-guided context
  • KBLaM (agent-memory-system-review) - KBLaM review: model-integrated key/value knowledge injection with trained encoders, modified attention, and KB-conditioned generation
  • Kompl (agent-memory-system-review) - Kompl review: SQLite-backed knowledge compiler that ingests sources into a generated wiki with provenance, FTS/vector retrieval, MCP tools, and chat-derived drafts
  • LACP (agent-memory-system-review) - LACP review: local control-plane agent harness with trace-derived Obsidian/SMS memory, hook-time context injection, RAG pull, and policy gates
  • Letta (agent-memory-system-review) - Letta review: stateful agent server with core memory blocks, archival and recall tools, compaction, sleeptime memory agents, and optional git-backed memory
  • Link (agent-memory-system-review) - Link review: local Markdown wiki memory with raw captures, reviewed memory pages, bounded query packets, MCP/CLI skills, validation, and local viewer
  • LLM Wiki (kenhuangus) (agent-memory-system-review) - LLM Wiki review: local-first Obsidian/wiki compiler with source monitors, LLM extraction and integration, BM25 search, autonomous maintenance loops, and weak trace-derived prompt-optimization scaffolding
  • LLM Wiki (MehmetGoekce) (agent-memory-system-review) - LLM Wiki review: Claude Code command package for a Logseq/Obsidian wiki with L1 auto-loaded memory, L2 pull queries, schema rules, and lint gates
  • LLM Wiki (nvk) (agent-memory-system-review) - LLM Wiki review: portable agent plugin that compiles source files into topic wikis, queryable through index-guided reads, audits, linting, and session lessons
  • llm-context-base (agent-memory-system-review) - llm-context-base review: markdown-only LLM wiki template with metadata routing, training-period write-back, lint protocols, and multi-agent shims
  • llm-project-wiki (agent-memory-system-review) - llm-project-wiki review: prompt-only Claude Code workflow that bootstraps an Obsidian project wiki, wiki-first rules, diff ingest, and gap audits
  • llm-wiki (Pratiyush) (agent-memory-system-review) - Pratiyush llm-wiki review: local file-based transcript-to-wiki compiler with raw session capture, agent-authored wiki pages, static AI exports, MCP tools, and optional synthesis
  • llm-wiki-coordination (agent-memory-system-review) - llm-wiki-coordination review: Markdown protocol layer for multi-agent wiki dialogue, consensus, RoleSpace review, and structural audit
  • LLM-WIKI-MCP (agent-memory-system-review) - LLM-WIKI-MCP review: local Markdown wiki with SQLite FTS, MCP/CLI retrieval, Ollama ask, provenance ingest, sidecar notes, and ask-history memory
  • LLM-Wiki-v3 (agent-memory-system-review) - LLM-Wiki-v3 review: Markdown+git wiki with schema validation, provenance-checked ingest, pending review, and hybrid pull retrieval
  • llmwiki-marimo (agent-memory-system-review) - llmwiki-marimo review: local Marimo LLM Wiki with generated Markdown pages, SQLite FTS/citation graph, pull chat tools, and repairable wiki memory
  • Mem0 (agent-memory-system-review) - Mem0 review: memory SDK/server/platform with additive trace extraction, hybrid retrieval, agent plugins, hooks, and pushed context injection
  • Memex (agent-memory-system-review) - Memex review: isolated Claude Code runtime that maintains a markdown wiki through queued ingest, query, and lint jobs
  • Memori (agent-memory-system-review) - Memori review: SDK and agent integrations with trace-derived augmentation, SQL/Rust storage, hybrid recall, and pre-call memory injection
  • MemoryOS (agent-memory-system-review) - MemoryOS review: hierarchical conversational memory with trace-derived summaries, profiles, knowledge extraction, vector retrieval, and pre-call prompt assembly
  • MemPalace (agent-memory-system-review) - MemPalace review: local-first ChromaDB/SQLite memory palace with transcript mining, MCP tools, hooks, and explicit wake-up/search read-back
  • memwiki (agent-memory-system-review) - Memwiki review: npm CLI protocol scaffold for AGENTS/hook files, hot-cache wiki memory, agent-maintained trace updates, and coarse push read-back
  • MentisDB (agent-memory-system-review) - MentisDB review: append-only hash-chained agent memory with MCP/REST tools, skill registry, LLM extraction, and LangChain memory
  • Meta-Harness (agent-memory-system-review) - Meta-Harness review: trace-derived harness search that uses logs, evaluations, proposer skills, and generated code to evolve memory and agent scaffolds
  • MiroShark (agent-memory-system-review) - MiroShark review: simulation knowledge graph with Neo4j graph memory, trace-derived agent activity edges, report-agent reasoning traces, and many public export surfaces
  • nao (agent-memory-system-review) - nao review: analytics-agent context builder with file-backed project context, SQL guardrails, stories, and pushed trace-derived user memory
  • napkin (agent-memory-system-review) - Napkin review: local Markdown/Obsidian vault CLI and SDK with progressive overview, BM25 search, read, templates, and file writes
  • Nuggets (agent-memory-system-review) - Nuggets review: TypeScript HRR fact memory, Pi prompt injection, trace capture, hit-count promotion to MEMORY.md, and Telegram/WhatsApp gateway
  • o-o (agent-memory-system-review) - o-o review: polyglot HTML/bash living documents with embedded update contracts, source caches, changelogs, sync shell, and Claude CLI dispatch
  • OKF Harness (agent-memory-system-review) - OKF Harness review: local file-first OKF wiki harness with source provenance, bounded CLI reads, generated agent guidance, lint, and graph reports
  • OpenClerk (agent-memory-system-review) - OpenClerk review: local JSON runner over Markdown vaults with SQLite projections, provenance, synthesis, reports, and optional semantic modules
  • OpenSage (agent-memory-system-review) - OpenSage review: ADK agent framework with dynamic subagents, Skills, sandbox memory, Neo4j history/memory, plugins, and RL adapters
  • OpenViking (agent-memory-system-review) - OpenViking review: context database with viking:// files, session-derived memory, hierarchical retrieval, hooks, MCP, and LangGraph injection
  • Operational Ontology Framework (agent-memory-system-review) - Operational Ontology Framework review: public D+L+A artifact templates for governed AI work, with no implemented memory runtime
  • Origin (agent-memory-system-review) - Origin review: local AI-work memory daemon with sourced pages, hybrid retrieval, review gates, git-backed Markdown, and MCP/Claude Code read-back
  • OS-Copilot (agent-memory-system-review) - OS-Copilot review: FRIDAY promotes judged Python execution traces into Chroma-retrieved reusable tools for later planning and codegen
  • Pal (agent-memory-system-review) - Pal review: Agno AgentOS personal knowledge team with PostgreSQL/pgvector routing, context files, compiled wiki, SQL, schedules, and Agno memory read-back
  • Phantom (agent-memory-system-review) - Phantom review: VM co-worker with Qdrant memory, heuristic session extraction, and queued self-evolution over config files
  • pi-self-learning (agent-memory-system-review) - pi-self-learning review: pi extension that reflects completed agent sessions into git-backed daily, core, and long-term memory files
  • Playground (agent-memory-system-review) - Playground review: TribleSpace pile runtime with user-created temporal memory chunks and budget-aware context cover
  • Quicky Wiki (agent-memory-system-review) - Quicky Wiki review: document-derived SQLite claim graph with confidence events, metabolism, generated wiki files, and MCP pull tools
  • ReasoningBank (agent-memory-system-review) - ReasoningBank review: trace-derived benchmark memories selected by embeddings and injected into WebArena and mini-SWE-agent prompts
  • Reflexion (agent-memory-system-review) - Reflexion review: benchmark agents turn failed trajectories and test feedback into task-local verbal lessons for later attempts
  • REM (agent-memory-system-review) - REM review: episodic memory service with trace-derived episodes, vector/graph retrieval, LangChain injection, and partially wired consolidation
  • SAGE (agent-memory-system-review) - SAGE review: consensus-governed local agent memory with MCP turn capture, hooks, hybrid recall, decay, and corroboration
  • sage-wiki (agent-memory-system-review) - sage-wiki review: LLM-compiled wiki memory with SQLite search/vector/ontology state, MCP pull tools, session capture, and trust gates
  • Secure LLM-Wiki (agent-memory-system-review) - Secure LLM-Wiki review: hardened claim-wiki pipeline with nonce-delimited extraction, trust tiers, adversarial review, write gates, quarantine, and coarse read-back
  • Self-Training-LLM (agent-memory-system-review) - Self-Training-LLM review: offline synthetic Wikipedia QA generation, uncertainty-filtered SFT/DPO datasets, and model-weight learning rather than contextual memory
  • Semiont (agent-memory-system-review) - Semiont review: event-sourced W3C annotation KB with human/AI peer workflows, graph/vector projections, context gathering, and pull-based agent access
  • sift-kg (agent-memory-system-review) - sift-kg review: CLI document-to-knowledge-graph pipeline with LLM extraction, human-reviewed entity resolution, graph queries, and agent skill guidance
  • Siftly (agent-memory-system-review) - Siftly review: local SQLite Twitter/X bookmark knowledge base with AI enrichment, category routing, FTS5 search, LLM reranking, mindmap, exports, and JSON CLI
  • Signet AI (agent-memory-system-review) - Signet AI review: local-first daemon memory with SQLite, FTS/vector/graph recall, hook injection, transcript lineage, and guarded repair paths
  • SkillNote (agent-memory-system-review) - SkillNote review: self-hosted SKILL.md registry with collections, imports, sync adapters, usage/rating feedback, and prompt-derived draft candidates
  • SkillWeaver (agent-memory-system-review) - SkillWeaver review: web-agent trajectories distilled into Playwright API skills with LLM relevance push and verification metadata
  • SkillX (agent-memory-system-review) - SkillX review: trajectory-derived planning, functional, and atomic skill libraries with filtering, merging, and prompt-time retrieval
  • Smriti-MCP (agent-memory-system-review) - Smriti-MCP review: MCP markdown memory server with file-backed notes, lexical recall, traces, salience, wikilinks, and agent-mediated consolidation
  • Spacebot (agent-memory-system-review) - Spacebot review: Rust team-agent harness with SQLite graph memory, LanceDB hybrid recall, pushed working context, trace-derived persistence, and skill injection
  • Sparks (agent-memory-system-review) - Sparks review: Go runtime for Karpathy-style LLM wikis with deterministic ingest, manifest, lint, collection, query, brief, and MCP plumbing
  • Stash (agent-memory-system-review) - Stash review: MCP-served Postgres/pgvector memory with episodes, consolidated facts, graph-like relations, goals, failures, hypotheses, and decay
  • supermemory (agent-memory-system-review) - Supermemory review: hosted memory API with generated SDK contracts, profile/search injection middleware, MCP tools, browser capture, graph UI, and trace-derived memory
  • Synapptic (agent-memory-system-review) - Synapptic review: trace-derived user-model builder that mines Claude transcripts into weighted profiles, benchmarked guards, and assistant memory files
  • Synthadoc (agent-memory-system-review) - Synthadoc review: local LLM wiki compiler with Markdown pages, provenance, lifecycle audit, query agents, routing, SSE UI, and context packs
  • Synto (agent-memory-system-review) - Synto review: local LLM vault compiler that turns raw notes into reviewed Markdown wiki articles, SQLite identity state, agent packs, and MCP read tools
  • Tendril (agent-memory-system-review) - Tendril review: self-extending desktop agent with filesystem capability registry, model-authored TypeScript tools, and Deno sandbox execution
  • Thalo (agent-memory-system-review) - Thalo review: structured plain-text knowledge language with schemas, validation, git-aware synthesis actualization, LSP tooling, and PR automation
  • TheKnowledge (agent-memory-system-review) - TheKnowledge review: file-first LLM wiki gateway with citation-grounded Markdown, NotebookLM synthesis, MCP tools, and policy distillation
  • Tolaria (agent-memory-system-review) - Tolaria review: files-first Markdown vault desktop app with Git, type conventions, MCP tools, and active-note AI context push
  • Tracecraft (agent-memory-system-review) - Tracecraft review: serverless bucket-backed multi-agent coordination with JSON memory, atomic claims, mailboxes, artifacts, and session mirroring
  • Virtual Context (agent-memory-system-review) - Virtual Context review: proxy-owned context virtualization with trace-derived compaction, facts, paging tools, and prompt-time memory injection
  • VLM-wiki (agent-memory-system-review) - VLM-wiki review: file-backed multimodal personal wiki scaffold with AGENTS instructions, raw media, VLM analysis scripts, and Obsidian Markdown read-back
  • Voiden (agent-memory-system-review) - Voiden review: offline Git-native API workspace with .void Markdown/request files, linked blocks, request history, extension skills, and local execution
  • Voyager (agent-memory-system-review) - Voyager review: Minecraft lifelong-learning agent with trace-derived executable skill libraries, Chroma retrieval, curriculum QA cache, and prompt pushback
  • WeKnora (agent-memory-system-review) - WeKnora review: enterprise RAG and agent platform with document chunks, wiki pages, graph memory, ReAct tools, and push plus pull read-back
  • WUPHF (agent-memory-system-review) - WUPHF review: local multi-agent office with git-backed markdown wiki, per-agent notebooks, fact extraction, learning logs, lint, and cited lookup
  • xMemory (agent-memory-system-review) - xMemory review: trace-derived hierarchical agent memory with JSONL stores, Chroma/BM25 search, semantic themes, graph files, and pull-only retrieval
  • Zikkaron (agent-memory-system-review) - Zikkaron review: Claude Code MCP memory with SQLite/FTS/vector storage, predictive write gating, trace-derived consolidation, hooks, and push/pull recall