clawdi
Cross-agent long-term memory for the current user: their preferences, coding habits, named projects / repos / tools, past bugs and architecture decisions, and anything they reference with 'my', 'I usually', 'like last time', 'the one we set up', etc. Surface this skill BEFORE answering any question about the user themselves, their work, or their history â even when phrased abstractly (e.g. 'what do I usually use for X'). Also provides connected-service tools (Gmail, GitHub, Notion, Drive, Calendar, etc.).
swift-mlx-lm
MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, wired memory coordination, tool calling, LoRA fine-tuning, embeddings, and model porting.
Delimit
One workspace for every AI coding assistant. Shared tasks, memory, and governance.
Io.Github.EDKarlsson/Locus
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
BrainBrainBrains
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
Claude Code Organizer
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
Io.Github.4rgon4ut/Sutra
Context Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.
Mnemon Mcp
Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-cloud.
sift-kg: AI Second Brain
The knowledge graph is your persistent, structured memory of the user's world â entities, relationships, communities, and how they all connect. It is built from the user's documents and persists across sessions.
aleph
/aleph - External memory workflow for large local data.
omh
Generate oh-my-hi dashboard. Visual catalog and usage/token analysis of skills, agents, plugins, hooks, memory, MCP servers, rules, and principles. Triggered by "/omh", "harness status", "dashboard", etc.
Memory Engine v1.5.2
A memory and learning system for Claude Code, built with hooks and markdown.
CrowTerminal - External Brain for AI Agents
External Brain for AI Agents - persistent versioned memory for creators
mengram-memory
Long-term memory with 3 types (facts, events, workflows). Remember user preferences, past conversations, and learned procedures across sessions. Use when recalling what the user said before, saving important info, getting user context, or tracking completed workflows.
langsmith-fetch
Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.
cashew
Persistent thought-graph memory for OpenClaw agents. Query context before answering substantive questions, extract knowledge during conversations, run think/sleep cycles for consolidation. Triggers on session start, knowledge-worthy conversations, heartbeats, and any question about prior context.
Memoir
Structured session journals for AI agents. Persistent memory across sessions.
Io.Github.Tobs Code/Cozo Memory
Local-first memory system for AI agents with hybrid search and graph reasoning
Memdata
Persistent memory for AI agents. Store context, retrieve it semantically.
agent-memory
Use this skill when the user asks to save, remember, recall, or organize memories. Triggers on: 'remember this', 'save this', 'note this', 'what did we discuss about...', 'check your notes', 'clean up memories'. Also use proactively when discovering valuable findings worth preserving.
Adaptive Memory Graph
Persistent memory for Claude via weighted, interconnected knowledge nodes.
Memento Protocol
Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest.
mlp-continuity
Full-stack memory continuity with MLP storage. Combines the Continuity Framework's reflection capabilities with encrypted IPFS/Pinata storage via the Memory Ledger Protocol.
Epitome
Personal AI memory — gives every AI agent shared, persistent memory of you
Adam Framework
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.
Cogmemai
Persistent cloud memory for Ai coding assistants. 28 MCP tools. Encrypted at rest.
Io.Github.Tstockham96/Engram
Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.
Io.Github.Tm42/Mnemograph
Event-sourced knowledge graph memory for AI coding agents with semantic search
Zeus Memory — Enterprise Intelligence Platform
Enterprise memory, search, and context for frontier AI. 38 tools for business intelligence.
Io.Github.Varun29ankuS/Shodh Memory
Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
In.Creo Memories/Mcp Server
Memory system for AI agents with semantic search. Store and recall memories with ease.
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lazyllm-skill
LazyLLM framework for building multi-agent AI applications. Use when task mentioned LazyLLM or AI program for: (1) Flow orchestration - linear, branching, parallel, loop workflows for complex data pipelines, (2) Model fine-tuning and acceleration - finetuning LLMs with LLaMA-Factory/Alpaca-LoRA/Collie and acceleration with vLLM/LMDeploy/LightLLM. Includes comprehensive code examples for all components, (3) RAG systems - knowledge-based QA with document retrieval, vectorization, and generation, (4) Agent development - single/multi-agent systems with tools, memory, planning, and web interfaces.
OrgX MCP - Agent Orchestration
Agent orchestration + org memory via MCP. Manage initiatives and decisions from any client.
hmem — Humanlike Memory for AI Agents
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
mem
Search and manage project memory (observations, sessions, prompts)
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+ on-demand skills. Works immediately for solo devs—customizable with your team's standards, methodologies, and proprietary knowledge.
Validate and fix YAML frontmatter in markdown documentation
TeamMemory
Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.
Session Forge
Persistent memory and session intelligence for AI coding assistants. Zero config.
Penfield Memory
Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
code-memory
Captures and retrieves structural understanding of source code gained during investigations. Use after reading and understanding code to save context for future sessions, or before investigating code to check for existing context. Stores summaries in memory/ files mirroring source paths. Triggers: "save what I learned", "remember this code", "check if we know about", "investigate", or any post-investigation context capture.
hybrid-memory
Hybrid memory strategy combining OpenClaw's built-in QMD vector memory with Graphiti temporal knowledge graph. Use for all memory recall requests.
data-manipulation
High-performance data manipulation and transformation using Pandas, Numpy, and DuckDB. Use when Claude needs to: (1) Clean or transform structured data (CSV, Parquet, JSON), (2) Perform large-scale aggregations or analytics, (3) Optimize analysis for performance and memory, (4) Implement the 'Tidy Data' (Wide-to-Long) strategy for reporting.
Io.Github.Pi22by7/In Memoria
Persistent codebase intelligence that gives AI assistants memory across sessions
hf-mem
CLI to estimate the required memory to load either Safetensors or GGUF model weights for inference from the Hugging Face Hub
memory-bank
Token-efficient persistent memory system for Claude Code that extends your session limits by 3-5x. Layered architecture with progressive loading, compact encoding, branch-aware context, smart compression, session diffing, conflict detection, session continuation protocol, and recovery mode. Activates at session start (if MEMORY.md exists), on "remember this", "pick up where we left off", "what were we doing", "wrap up", "save progress", "don't forget", "switch context", "hand off", "memory health", "save state", "continue where I left off", "context budget", "how much context left", or any session start on a project with existing memory files. This skill solves two problems at once: Claude forgetting everything between sessions, AND sessions hitting context limits too fast. It replaces thousands of wasted re-explanation tokens with a compact, structured memory load that gives Claude full project context in under 2,000 tokens.
Io.Github.N24q02m/Mnemo Mcp
Persistent AI memory with hybrid search (FTS5 + semantic) and cross-machine sync.
Io.Github.Purmemo Ai/Purmemo
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.
ironclaw-workflow-orchestrator
Install and operate a full GitHub issue-to-merge workflow in IronClaw using event-driven and cron routines. Use when setting up or tuning autonomous project orchestration: issue intake, planning, maintainer feedback handling, branch/PR execution, CI/comment follow-up, batched staging review every 8 hours, and memory updates from merge outcomes.
Bolor Brain Mcp
Cognitive architecture MCP server with memory, learning, and contextual understanding