Memory middleware
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agentic-swmm-workflow
Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and MCP interfaces, with QA verification, provenance tracking, calibration support, and Codex, Hermes, Claude code as well as OpenClaw compatibility
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agentic-workspace
Repo-native operating layer for AI agents: memory, planning, proof, routing, and continuity across sessions.
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ai-brain-starter
The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs, pattern recognition — one install, every session compounds.
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AI-CLI-Agent
A privacy-first, local AI desktop agent. Wraps Gemma 4 in a modular Python framework, enabling autonomous web searching and system-level tool execution directly from the Linux terminal. Zero API keys required.
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AIDOCS
AIDOCS — AI Doctrine Orchestrator, Control & Security.
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akashic-aurora
Memory for AI agents that learns what actually helped: lessons injected at the moment of action, credited by outcome, challenged by counter-evidence. Local-first, multi-agent, test-gated.
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AliceBot
Local-first AI agent memory and second-brain runtime with MCP, governed scheduler, live capture connectors, dogfood telemetry, OpenClaw, and Hermes integrations.
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anythingllm-mcp
Manage and operate AnythingLLM workspaces, chats, documents, and vectors with a fast, Python-based MCP server.
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asya-chat-ui
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
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cc-harness-skills
Package portable CC coding-agent skills for Claude Code, Codex, and OpenClaw with reusable prompts, helper scripts, and installable SKILL.md bundles
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Chroma
Open-source embedding database (vector store) for building AI apps with memory and retrieval.
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claude-context-local
🗂️ Manage and utilize local context for Claude, enhancing applications with tailored insights and improving user experience seamlessly.
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claude-recall
Automate repeated Claude Code workflows by capturing and converting them into reusable skills for faster, consistent task execution.
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ctxmem
Git-native, shareable project memory for AI coding agents — fully local, no cloud.
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epicurus
Self-hosted, modular, local-first personal-assistant platform — an AI agent plus pluggable integration modules.
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exomem
Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.
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gnosis
Gnosis is a Greek noun meaning "knowledge" or "awareness"
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intellectual-dna
🧠 Transform conversations into a searchable knowledge base, enabling deeper insights and evolved thinking on AI and decision-making.
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LangChain
Framework for building applications with large language models — chains, agents, tools, and retrieval.
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life-index
Life Index (CLI Core) — an agent-native, local-first personal life archive built on Markdown + YAML.
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LlamaIndex
Data framework for connecting custom data sources to large language models (RAG).
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mcp-agent-framework
🤖 Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
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mcp-code-mode
🤖 Enable AI code generation using the Code Execution MCP Server, integrating large language models with the Model Context Protocol for seamless tool use.
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MCP-rag-with-Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
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memoria
🗂️ Organize messy social media exports into well-structured media libraries with accurate dates for easy access and management.
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memory-seed
Portable local memory system and MCP search tooling for file-reading AI coding agents.
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memtomem
Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
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mnemo
Persistent memory layer for Claude Code — Obsidian vault health, connection discovery, brain dump, session notes, email bridge. Five lightweight skills, CLI-first, any taxonomy.
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mnemo-mcp
🧠 Manage persistent AI memory with hybrid search and embedded sync for open, free, and unlimited access.
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mnemos-mcp
🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
Memory Python -
Neuron
MCP server giving LLMs long-term associative memory: per-context concept graph with 384-dim vector search, Hebbian link reinforcement and spreading activation. Local-first (embedded libSQL) or shared on Turso Cloud with concurrency-safe writes.
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neurostack
Index and search Markdown vaults as knowledge graphs to provide AI agents with persistent, structured long-term memory across sessions.
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oh-no-my-claudecode
Memory-grounded autonomous coding loops for Claude Code and Codex, with verifier gates, replay, evals, and tamper-evident receipts.
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olympus
Self-hosted, partitioned agent-memory fleet: bare-metal Debian setup + mem0/Qdrant/Ollama stack + Hermes/Claude Code/OpenCode/Pi integrations, run from one olympus CLI/TUI.
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open-mind
Understand any unfamiliar codebase in an afternoon — a local, deterministic, source-traceable knowledge index (glossary · graphs · code search) that never invents what isn't there.
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opentulpa
Run a personal AI agent on your server that remembers your data and builds custom tools via chat commands through Telegram or API.
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opti-oignon
Local-first AI inference platform for LLMs — private chat, RAG, defense-in-depth security (Daily/Bulbe, encryption at rest, 2FA), on your own hardware. SvelteKit + FastAPI
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PDF-QA-RAG-System
📄 Transform your PDF documents into actionable insights with this RAG-based Question-Answering App for efficient and accurate responses.
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purrsh3ll
AI-powered terminal environment for penetration testers
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skills-tree
🌳 A comprehensive collection of all skills available for AI agents and computer-use models — perception, reasoning, memory, code, tool-use, multimodal, orchestration, and more.
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SQLBot
🤖 Enhance data queries with SQLBot, an intelligent system that combines advanced models and RAG for seamless integration and secure access control.
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tailor
TAILOR — self-hosted AI memory framework. 100% local, LLM-agnostic, MCP-native
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Talos
Selfhosted AI-Platform for using Local LLMs with a Multi-User Terminal and advanced RAG Pipeline for the LLM.
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TangkuAgentOS
An open-source AI Operating System for intelligent agents, workflows, memory, plugins, automation, and autonomous AI ecosystems.
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VecMem
Manage LLM agent memory with a resource-aware dual-tier system that uses HNSW indexing to balance short-term context and long-term knowledge retention.
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wavemind
Local-first dynamic memory for agents and apps: SQLite source of truth, vector search candidates, hotness, decay, TTL, namespaces, and benchmarks.
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Yggdrasil
Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.