Memory middleware
-
@agfpd/mergemind-mcp
MergeMind MCP server — read-only доступ к общей памяти команды агентов (markdown vault с гибридным поиском BM25 + vector + rerank). Запускается через `npx -y @agfpd/mergemind-mcp@latest` из .mcp.json плагина MergeMind (gh-репо agfpd/MergeMind).
-
@andersmyrmel/vard
Lightweight prompt injection detection for LLM applications. Zod-inspired chainable API for prompt security.
-
@andespindola/brainlink
Local-first knowledge memory for agents with Markdown, backlinks, indexing and context retrieval.
-
@calebux/agent-kit
Infrastructure for autonomous agent economies — identity, reputation, payments, governance, discovery, coordination, and audit on Celo and Stellar. Also works fully off-chain with persistent memory, agentic loops, and tool-use.
-
@cemised/cognitive-memory
An autonomous graph-vector memory engine powered by SQLite and Ollama.
-
@copilotkit/aimock
Mock infrastructure for AI application testing — LLM APIs, image generation, image editing, text-to-speech, transcription, audio translation, audio generation, video generation, embeddings, MCP tools, A2A agents, AG-UI event streams, vector databases, sea
-
@copilotkit/pathfinder
The knowledge server for AI agents — index docs, code, Notion, Slack, and Discord into searchable, agent-accessible knowledge via MCP. Supports OpenAI, Ollama, and local transformers.js embeddings.
-
@davesheffer/hunch
Architectural Conformance for AI-generated code: a git-native graph that deterministically blocks AI changes which break your architecture — the semantic invariants (layering, must-reach, dependency direction) pattern-SAST can't express — grounded in the
-
@djolex999/vir-cli
An LLM Wiki for Claude Code, in your Obsidian vault.
-
@keleshteri/pageindex-rag
Vectorless RAG using LLM-driven hierarchical document indexing — PDF and Markdown/Obsidian vault support
-
@lancedb/lancedb
LanceDB: A serverless, low-latency vector database for AI applications
-
@langchain/anthropic
Anthropic integrations for LangChain.js
-
@langchain/classic
Old abstractions from LangChain.js
-
@langchain/core
Core LangChain.js abstractions and schemas
-
@langchain/openai
OpenAI integrations for LangChain.js
-
@mastra/core
Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
-
@mindfoldhq/trellis
AI capabilities grow like ivy — Trellis provides the structure to guide them along a disciplined path
-
@nut-tree-fork/nut-js
Native system automation for node.js
-
@oh-my-pi/pi-mnemopi
Local SQLite memory engine for Oh My Pi agents
-
@onebrain-ai/cli
Local-first Rust CLI for OneBrain — personal AI OS for Obsidian. Downloads the matching platform binary from GitHub Releases on install.
-
@oomkapwn/enquire-mcp
MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw) persistent long-term memory backed by your local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantizati
-
@polarity-lab/cosmos-mcp
MCP server for the Polarity exocortex. Read and write your personal knowledge graph from any LLM client.
-
@retineo/core
Connection discovery engine (L0–L3). Open-source core for the Retineo ecosystem.
-
@sap-ux/fiori-docs-embeddings
SAP Fiori documentation indexing
-
@sentropic/graphify
AI coding assistant skill (Claude Code, Codex, Gemini CLI, Kimi Code, GitHub Copilot CLI, Aider, OpenCode, OpenClaw) - turn any folder of code, docs, papers, images, or audio/video transcripts into a queryable knowledge graph
-
@tobilu/qmd
Query Markup Documents - On-device hybrid search for markdown files with BM25, vector search, and LLM reranking
-
@vpxa/aikit
Local-first AI developer toolkit — knowledge base, code analysis, context management, and developer tools for LLM agents
-
@zosmaai/pi-llm-wiki
Self-maintaining LLM Wiki for Pi — Karpathy-pattern knowledge base with immutable source capture, automated ingestion, search, linting, and Obsidian-compatible vault. auto-updating personal & company wiki.
-
2ndbrain
AI-native markdown knowledge base with semantic search, RAG, and MCP server
-
agent-infrastructure-landscape
AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, agent frameworks, runtimes, vector stores, knowledge graphs, MCP servers, benchmarks. Searchable with typed edges, lineages, citations.
-
agent-memory-daemon
Manage AI agent memory with a filesystem-native daemon that consolidates, extracts, and organizes markdown memories through pluggable LLMs
-
agent-recall-core
Core memory palace engine for AgentRecall
-
agentdb
Self-learning vector memory for AI agents — single-file .rvf cognitive container with HNSW search, episodic Reflexion memory, causal graph + Cypher, 9 RL algorithms, Thompson Sampling bandit, 41 MCP tools, hybrid (BM25 + dense) retrieval, GNN attention. 1
-
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
-
agentic-workspace
Repo-native operating layer for AI agents: memory, planning, proof, routing, and continuity across sessions.
-
AgentMind
Enhance AI agents with metacognition and persistent memory to improve thinking processes and retain context across sessions.
-
ai-brain-starter
The operating system for Claude Code. Memory, accountability, journaling, knowledge graphs, pattern recognition — one install, every session compounds.
-
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.
-
ai-mind-map
🧠 MCP Server that reduces AI coding agent token usage by 80-99%. Knowledge graph + persistent memory + smart compression for Claude, Cursor, Copilot, and any MCP-compatible agent.
-
ai-thought-visual
🎨 Transform language, voice, and images into structured AI concepts, visualized through generative art and reimagined as poetic expressions.
-
ai-video-search
🧐 Discover key moments in videos with natural language queries using AI, all running locally in your browser for fast and private searches.
-
AIDOCS
AIDOCS — AI Doctrine Orchestrator, Control & Security.
-
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.
-
AliceBot
Local-first AI agent memory and second-brain runtime with MCP, governed scheduler, live capture connectors, dogfood telemetry, OpenClaw, and Hermes integrations.
-
allan-mcp-memory-code
Store persistent knowledge graphs for AI coding assistants using a local Docker setup with hybrid search and entity extraction.
-
Anthropic_Hackathon
Convert complex medical discharge summaries into simple, actionable health plans for patients and caregivers.
-
anythingllm-mcp
Manage and operate AnythingLLM workspaces, chats, documents, and vectors with a fast, Python-based MCP server.
-
aperio
One brain. Every AI agent. Nothing forgotten. — Self-hosted memory layer via MCP + Postgres + pgvector
-
AppEnclave
Host multiple isolated ASP.NET Core apps in one process with separate DI, middleware, and configuration for each tenant using AppEnclave.
Memory C# -
Argyph
Index codebases for AI agents with a single local binary providing semantic search, symbol graphs, and grep capabilities without API keys.
Memory Rust -
ariadne
Local-first multilingual MCP memory for Codex and Claude Code: Qdrant + Ollama bge-m3 hybrid search, curation tools, auto-recall/capture, import/export, backups, and a cross-platform tray. No Docker or cloud.
-
asya-chat-ui
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
-
auxly-memory-cli
A local-first, file-based memory CLI for AI tools. Own your context in plain Markdown — auditable, versionable, and provider-agnostic.
-
axon
Self-hosted web crawling and RAG pipeline with MCP tooling for scrape, crawl, ingest, embed, query, and ask workflows.
-
BaiyuAISpace2
轻量级跨平台 LLM 客户端 + AI Agent 开发环境 | Lightweight cross-platform LLM client & agent workspace (Tauri 2 + Vue 3 + Rust)
-
braindb
Create a reliable memory system for AI agents that captures meaningful interactions, aiding recall and enriching user experience through semantic understanding.
-
C.MotoAI
AI-powered virtual assistant for any website using LangChain, LangGraph, RAG, Vector Database, and LLMs to answer users based on website content
-
Candy Memory
Match-two memory game
Memory Android -
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
-
cc-skills
Build reusable AI agent skills for marketing and engineering tasks with on-demand, domain-specific guidance.
-
checkpoint-claudio
Persistent checkpoint system for Claude Code projects
-
Chroma
Open-source embedding database (vector store) for building AI apps with memory and retrieval.
-
claude-code-memory-setup
Reduce token usage and add long-term memory to Claude Code using Obsidian and Graphify for efficient codebase awareness.
-
claude-code-sourcemap-learning-notebook
Reverse-engineer Claude Code sourcemaps to study its architecture, design choices, and reusable AI agent patterns
-
claude-context-local
🗂️ Manage and utilize local context for Claude, enhancing applications with tailored insights and improving user experience seamlessly.
-
claude-mem
Memory compression system for Claude Code - persist context across sessions
-
claude-memory
Enable persistent memory for Claude that works across crashes and restarts in both Claude Code and Claude Cowork environments.
-
claude-recall
Automate repeated Claude Code workflows by capturing and converting them into reusable skills for faster, consistent task execution.
-
claude-rlm
🧠 Enable Claude to handle long inputs using Recursive Language Models that recursively analyze data beyond standard context limits.
-
claude-trinity
Implement a three-layer memory system for Claude Code to enhance AI retrieval, organization, and querying with automatic and on-demand layers.
-
claude-vps-setup-prompt
Harden a Hetzner Ubuntu 24.04 VPS with Claude Code: SSH, UFW, fail2ban, updates, and optional Tailscale setup
-
claude-warmup
Shift Claude Code’s 5-hour window reset with a scheduled warmup message so you avoid dead time and keep working longer
-
ClaudeCode-Source-Analysis
Analyze Claude Code source leaks, map the architecture, and document its TypeScript, Bun, agent, and security systems.
-
clementine-agent
Clementine — Personal AI Assistant (TypeScript)
-
CodeRAG
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
-
contextmemory
Track and save AI coding context across sessions and team members to maintain intent history and reduce repeated explanations.
-
ContextOS
Provide a unified context intelligence layer for AI agents with seamless integration and full capability in a single Python package.
-
contextual-workspace
🛠️ Build a modern, full-featured workspace with Next.js, offering authentication, payments, and real-time data integration for enhanced productivity.
-
CrewLoop
A team of specialized AI agents covering the complete software development flow — from requirements discovery to deploy. One responsibility per agent, specs as source of truth, no shortcuts.
-
crm-with-blockchain-ai-rag
AI-native CRM with RAG pipeline, blockchain-verified deals, and programmable financial rails for modern sales teams
-
ctxmem
Git-native, shareable project memory for AI coding agents — fully local, no cloud.
-
cuba-memorys
Provide AI agents with long-term memory using a neuroscience-based knowledge graph and Model Context Protocol for improved coding assistance.
-
DecisionNode
Store and query shared structured memory across Claude Code, Cursor, Windsurf, and any MCP client with a local CLI and MCP server
-
deep-research-skill
Deliver deep research with a 5-layer Claude skill for markets, products, competitors, regulations, and opportunities
-
Delphi-RAG-Lint
Delphi-native, MIT-licensed RAG + linter for Delphi/Pascal source code. Symbol-exact + fuzzy + tree-sitter lint. Pure Delphi at runtime.
-
demarkus
De-centralized - markdown - for us: an information web adjacent markdown protocol for knowledge sharing between humans and agents, humans to humans, agents to humans, and agents to agents
-
Diariz
Self-hosted, multi-user transcription platform: record or upload audio. Speaker-labeled, timestamped transcripts, Recognize speakers across recordings, Summarize, extract action items and chat over your transcripts with your own OpenAI-compatible LLM. Your Audio, your Server, your Model. Tested on Laptop RTX4070, Desktop RTX3090 and RTX5090
-
digital-brain
Your private digital imprint for AI assistants.
-
Do-SOUL-Alaya
The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a governance gate decides.
-
echoes-vault-opencode
EchoesVault — persistent memory plugin for OpenCode. Obsidian-style knowledge base with daily logs, encyclopedia pages, and session resumption.
-
engram
Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain — markdown RAG, no vector DB.
-
engrene-memory-bridge
Bridge AI tool memory with local files for shared context, resume work across IDEs and CLIs, and avoid vendor lock-in
-
epicurus
Self-hosted, modular, local-first personal-assistant platform — an AI agent plus pluggable integration modules.
-
exarch
Secure archive library: TAR/ZIP/7z extraction & creation with CVE protection. Type-safe Rust core, Python/Node.js bindings, zero unsafe code.
-
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.
-
F1
F1 [CLI] & [Skills] / Extension (🧩)
-
fake-indexeddb
Fake IndexedDB: a pure JS in-memory implementation of the IndexedDB API
-
Giro.Gtdev
AI-powered Engineering Intelligence Platform for deterministic repository understanding, hybrid retrieval, and explainable AI-assisted development.
-
gnosis
Gnosis is a Greek noun meaning "knowledge" or "awareness"
-
gnosys
Gnosys — Persistent Memory for AI Agents. Sandbox-first runtime, central SQLite brain, federated search, Dream Mode, Web Knowledge Base, Obsidian export.
-
gossipcat-ai
Multi-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch real bugs get picked more often. Agents that hallucinate get deprioritized. MCP server for Claude Code, Cursor, and other IDEs.
-
graph-memory
Manage and compress long conversation histories into structured knowledge graphs to improve context retention across sessions.
-
graphRAG-retrievers-agents
🚀 Explore GraphRAG by building customized retrievers and agents using Neo4j for advanced semantic and hybrid search solutions.
-
hdb
SAP HANA Database Client for Node
-
HyperFocus
🧠 Track your deep work and analyze interruptions to boost productivity with HyperFocus, a full-stack analytics platform for remote workers and students.
-
indexa
The local context engine for AI. Summarizes every file, rolls folders up into whole-project context, and serves any AI tool (Claude Code, Cursor, local models) a ranked slice over CLI, web & MCP. Local-first, Apache-2.0.
Memory Rust -
instar
Coherence infrastructure for self-evolving AI agents — on the Claude Code or Codex subscription you already have.
-
intellectual-dna
🧠 Transform conversations into a searchable knowledge base, enabling deeper insights and evolved thinking on AI and decision-making.
-
khive
A knowledge graph your AI agents build, query, and grow. Built for agents that need structure beyond vectors
-
langchain
Typescript bindings for langchain
-
LangChain
Framework for building applications with large language models — chains, agents, tools, and retrieval.
-
leerness
Leerness: 비파괴 마이그레이션, 자동 버전 감지·업데이트, 계획/진행/핸드오프 자동화, 게으름·시크릿·인코딩 자동 가드, Claude Code 슬래시 통합을 갖춘 한국어 우선 AI 개발 하네스.
-
life-index
Life Index (CLI Core) — an agent-native, local-first personal life archive built on Markdown + YAML.
-
LlamaIndex
Data framework for connecting custom data sources to large language models (RAG).
-
Lumi_Agent
Production-ready autonomous AI agent for software engineering, featuring planning, coding, memory, and continuous self-improvement. OPEN SOURCE.
-
mage-memory
mage — a portable, self-maintaining knowledge base for software systems: durable git-backed notes navigable as an Obsidian graph, usable by any AI coding agent. CLI: init, index, skills, ingest, redact, observe, connect, dream, link, verify, unlink, list,
-
match
Simplest way to create match memory games.
-
mcp-agent-framework
🤖 Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
-
mcp-ai-memory
🧠 Manage semantic memory for AI agents with this production-ready Model Context Protocol server, enabling efficient storage and retrieval of contextual knowledge.
-
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.
-
mcp-memory-graph
Local-first memory MCP server for Claude Code and any MCP client: hybrid vector + knowledge-graph search, bi-temporal recall, Obsidian sync. Runs 100% on your machine, $0/token.
-
MCP-rag-with-Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
-
mcp-verified-repo-memory
Provide reliable, repository-scoped memory for AI coding agents with code citations, just-in-time verification, and stale-proof data management.
-
Mem-Forever
Provide persistent memory for AI agents using the I-Lang protocol to enable data recall across different sessions and models.
-
mem0ai
The Memory Layer For Your AI Apps
-
memcloud
☁️ Harness nearby devices to create a distributed in-memory data store, pooling RAM for fast and ephemeral storage on macOS and Linux systems.
-
memfs
In-memory file-system with Node's fs API.
-
memoria
🗂️ Organize messy social media exports into well-structured media libraries with accurate dates for easy access and management.
-
memoria
🗒️ Manage your clipboard effortlessly with Memoria, featuring cleanup, favorites, search, and a sleek UI for quick access to your memos.
-
memoriki
Organize your personal knowledge with structured wikis, semantic search, and entity graphs for efficient information retrieval.
-
memorize
Shared, persistent memory for AI coding agents — Claude Code & Codex share one local-first, event-sourced project brain that survives sessions and syncs across machines. No server, no API key required.
-
Memory
Learn Devanagari letters (used by Sanskrit and Hindi) and develop your alertness
Memory Android -
memory-seed
Portable local memory system and MCP search tooling for file-reading AI coding agents.
-
memory-transplant
Extract Claude memory from exported chats and generate editable memory profiles for a new account, fully local and private.
-
memroos
MemroOS / memroos: memory OS and governance layer for AI agents, agent workflows, dispatch, proof, and context continuity.
-
memtomem
Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
-
MindOS
Manage and link knowledge locally with MindOS, a human-AI system that supports collaborative thinking and intelligent data organization.
-
mneme
Enable AI coding agents to retain long-term knowledge, task progress, and execution context using a three-layer persistent memory system.
-
mneme-ai
Mneme — the memory layer for your codebase. Knows the WHY, the WHAT, the WHERE-IT-BREAKS.
-
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.
-
mnemo-mcp
🧠 Manage persistent AI memory with hybrid search and embedded sync for open, free, and unlimited access.
-
mnemos
Self-hosted memory + evidence layer for AI agents (Claude Code, Codex, Hermes, ...) — embeddable Go library, MCP / HTTP / CLI, evidence-backed claims, bitemporal recall, axi-go execution kernel with JSONL audit + token budgets, cosign-signed releases with SLSA L3 provenance. No vendor cloud, no per-call billing.
-
mnemos-mcp
🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
Memory Python -
mora
Local-first, zero-egress memory for MCP agents: Gmail, Calendar, iMessage, Apple Calendar → entity graph + ranked daily brief + hybrid retrieval
-
multi-agent-consensus-method
The world's first Multi-Agent Consensus System with a Shared Brain. Defensive Publication. Prior Art.
-
munin-memory
Persistent memory for AI assistants, self-hosted and provider-portable. MCP server with SQLite + FTS5 + sqlite-vec.
-
nahuali
Self-inspecting, auditable memory for AI agents: it surfaces the evidence, provenance, and health behind each recall so callers can see which memory to trust. Optional Ed25519-signed tamper-evident ledger. Local-first, Rust.
-
NEOTH
Local-first personal AI daemon in Rust — five-tier memory, consent-gated tools, WASM plugin sandbox, multi-provider LLM routing, channels, GUI, signed audit logs, and Babel-Index collapse prediction on its own runtime.
-
neuralvault
Self-hosted AI memory and knowledge platform for contextual retrieval. Hybrid semantic + keyword search powered by Qdrant and PostgreSQL, with multi-workspace support and BYOK multi-provider flexibility.
-
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.
-
neurostack
Index and search Markdown vaults as knowledge graphs to provide AI agents with persistent, structured long-term memory across sessions.
-
never-ask-twice
Enterprise Support MemoryAgent on Qwen Cloud that remembers customer context across sessions and proves it with a live re-ask-rate ablation.
-
obsidian-memory-for-ai
Turn your Obsidian vault into a persistent, plain-text memory system that improves AI assistants’ understanding across sessions.
-
obsidian-memory-kit
An operational prompt that lets an agent set up persistent, cross-device memory for itself using Obsidian MCP and a private GitHub vault on Windows.
-
oh-no-my-claudecode
Memory-grounded autonomous coding loops for Claude Code and Codex, with verifier gates, replay, evals, and tamper-evident receipts.
-
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.
-
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.
-
openclaw-memory-kit
Provide AI agents on OpenClaw with a full memory system for context saving, auto backups, file management, and session recovery.
-
openclaw-self-evolving
Analyze OpenClaw session logs to generate weekly self-improvement suggestions for AI agents without silent modifications.
-
openclaw-skill
Provide precise OpenClaw documentation and exact configs to your coding agent for accurate answers without guesswork or summaries.
-
OpenJarvisDashboard
Visualize and manage AI models with a lightweight dashboard that connects providers to a live graph-based execution and introspection framework.
-
opentulpa
Run a personal AI agent on your server that remembers your data and builds custom tools via chat commands through Telegram or API.
-
openvisio
Cut your AI coding agent's token usage. MCP server + CLI that turns any codebase into a deterministic code graph and serves Claude Code, Cursor, Codex & Windsurf a ranked, token-budgeted query surface — agents query structure (symbols, imports, call edges
-
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
-
paperwiki-research-compiler
AI Research Wiki 2026: Auto-Building Knowledge Base with Deep Citation Syntheses
-
Paperwise
Convert academic papers into annotated, browser-friendly web pages with color-coded logic and easy navigation powered by OpenAlex data.
-
paqad-ai
Spec-driven development framework — AI agents that think before they type
-
PDF-QA-RAG-System
📄 Transform your PDF documents into actionable insights with this RAG-based Question-Answering App for efficient and accurate responses.
-
personal-memory-bank
AI session memory framework for Claude Code and Cursor. Five structured files, the mb CLI (13 commands, 24 health checks), versioned git hooks, CI guardrails, semantic drift detection, and slash commands for code review, security scanning, and test coverage. Drop-in install for any project.
-
pg-mem
A memory version of postgres
-
pi-mind-palette
SumoCode IDE 2026 - AI Personal Extension with Persistent Memory & Visual Language
-
project-echo-memory
AI-Powered Persistent Project Memory for Devs 2026 – Nova Alternative
-
promptbook-mcp
🤖 Store, search, and organize your AI prompts easily with RAG-powered semantic search in this plug-and-play server for developers.
-
purrsh3ll
AI-powered terminal environment for penetration testers
-
quickrag
🚀 Index and search documents quickly with QuickRAG, using your preferred embedding provider and LanceDB for efficient similarity retrieval.
-
rag-ready-extractor
Convert webpages and PDFs into clean, structured data optimized for retrieval-augmented generation in a single API call.
-
rag-system-pgvector
Build RAG apps with PostgreSQL and pgvector for semantic search, hybrid retrieval, and LLM-powered answers over your data
-
ramorie
AI-powered task and memory management CLI
-
Redis
In-memory data store used as a database, cache, and message broker.
-
Rollback-Core
Implement deterministic rollback netcode in Unreal Engine 5 projects with this lightweight plugin for high-performance fighting game synchronization.
-
rorschach
Intelligence without consciousness. Process without self. Scale without limit.
-
RustClaw
Build efficient AI agents with this lean Rust framework featuring integrated memory, multi-platform support, and minimal resource usage.
-
ruvector
Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms
-
sanook-cli
A terminal AI coding agent — BYOK, 9 providers, MCP, cron gateway, skills, and git awareness. Built from scratch in TypeScript.
-
search-the-web
Search the web from your coding agent with concise mini-briefings, ratings, and source links—no tab switching required
-
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.
-
smara
Sync persistent memory across your AI tools and agents using a unified MCP server.
-
SmartDocQ
SmartDocQ is an AI-powered assistant designed to help users intelligently search, analyze, and extract insights from documents. Powered by Google Gemini, it uses natural language to automate document processing for learning, research, and professional document management.
-
SQLBot
🤖 Enhance data queries with SQLBot, an intelligent system that combines advanced models and RAG for seamless integration and secure access control.
-
tailor
TAILOR — self-hosted AI memory framework. 100% local, LLM-agnostic, MCP-native
-
Talos
Selfhosted AI-Platform for using Local LLMs with a Multi-User Terminal and advanced RAG Pipeline for the LLM.
-
TangkuAgentOS
An open-source AI Operating System for intelligent agents, workflows, memory, plugins, automation, and autonomous AI ecosystems.
-
trip2g
Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, federate with peers.
-
trusty-tools
Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analysis, PR review, and the MPM multi-agent platform — MCP servers, daemons & CLIs.
-
ultron
ULTRON is a local command center layered on top of the official Claude Code CLI. It lives entirely under your home folder (~/.ultron/), stores everything in plain text, and pairs the runtime with a Tauri Control Center so a multi-day project never feels like ten orphaned chat sessions stitched together.
-
uptop
Monitor service uptime through a terminal interface via SSH without browser dependencies or client installations.
-
vault-cortex
Set up a Vault Cortex MCP server for your Obsidian vault in one command: npx vault-cortex init
-
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.
-
wavemind
Local-first dynamic memory for agents and apps: SQLite source of truth, vector search candidates, hotness, decay, TTL, namespaces, and benchmarks.
-
wendkeep
Automatically capture AI coding agent sessions (Claude Code, Codex) as local Markdown in your Obsidian vault — turn-by-turn history, cost/token tracking, auto-extracted decisions/bugs/learnings, rendered in the graph. Local-first.
-
wigolo
The go-to web for your agent!
-
wsl-assistant
A fully auto configured, self-hosted local AI & database stack on Debian WSL2.
-
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.
-
ai-notes-api
-
awesome-gemini-ai
-
design-system-skill
-
kannaka-memory
-
vecmem