Havuz

Local, full Windows search replacement, clipboard manager, and launcher: files, apps, settings and semantic media search with Google's Embed

Self-hosted intent radar — Reverse RAG for any input stream.

Agentic memory built on Postgres

Agent-readable second brain using PostgreSQL + pgvector for semantic search and memory storage.

Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process via FFI. Chat, streaming, embe

Generic markdown vault MCP with hybrid search

AI-enhanced semantic search engine for arXiv research papers.

A terminal-based, multi-domain support-ticket triage agent grounded in a local support corpus.

Runtime for coding-agent harnesses. Run Claude Code, Codex, OpenCode, Pi, and Grok in one terminal; hop live between them; search or resume

Open-source vector database and sub-microsecond key-value store in one Go engine — embed it as a library, run it standalone, or replicate it

Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent me

Standalone MCP server for Obsidian vaults — hybrid search, structured memory, task management, files, OAuth 2.1. Run locally, self-host, or

khive is a system of records and operations for agent-native organizations

The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.

Local-first RAG knowledge base for Pi agents with hybrid code/doc search, reranking, diagnostics, and large-project indexing.

6 specialized AI agents collaborating via A2A protocol to power e-commerce — product discovery, orders, pricing, reviews, inventory & suppor

Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Korean FTS, and memory feedback.

Smart launcher for you, and your AI agent.

Swap one RAG pipeline stage, hold the rest fixed, and measure whether the gain survives composition. The framework behind "Retrieval Augment

Curion is a project-local memory layer for AI coding agents, published as an MCP server for Claude Code, Codex, OpenCode, and other MCP clie

Retrieval + inference offload for AI coding agents.

Cost saving Cognitive Architecture for AI Agents. Infinite Context. Perfect Recall. Zero Hallucinations.

Offline AI research assistant for Android. Answers from Wikipedia and other reference packs on the phone, with citations. Gemma 4 runs on th

ContextAtlas — context infrastructure for AI coding agents: hybrid retrieval, project memory and retrieval observability via CLI, MCP server

TypeScript knowledge graph RAG for AI agents: source evidence, hybrid retrieval, MCP integration, and a permission-aware PostgreSQL runtime.

Privacy-first desktop photo manager for macOS, Windows & Linux — local semantic search, RAW support, and Immich sync

Train linear embedding adapters with triplet loss to align retrieval embeddings with your queries (RAG).

An elegant and powerful clipboard manager designed specifically for macOS.一款专门为 macOS 设计、界面优雅且功能强大的剪切板历史管理 App.

Vault health, connection review and Recall for Obsidian. Studio recipes and editable diagrams in the 2.3.0 release candidate.

A local-first CLI that makes your Obsidian vault (or Markdown Notes) searchable and AI-Agents queryable with semantic search and hidden conn

Federated, local-first search for an AI — one query across transcripts, files, knowledge graph, vector store, and the web, fused by trust-we

基于 Google DeepMind 的 EmbeddingGemma 2 的本地多模态文件语义搜索器：用一句话描述文件的内容，在你选定的文件夹中找到文档、照片、截图、录音和视频，也可以以图搜图。支持 Windows、Android。

Local-first AI bookmark manager with semantic search, cleanup review, Chrome sync-back, and MCP support.

Local memory for Codex. Reuse work across chats without LLM calls to organize it.

Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and

Embedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search,

Memory backbone for AI agents. Four-tier store — working, episodic, semantic, procedural — with decay, consolidation, and association graphs

Comprehensive scholarly work with your Zotero library: database search, screening, cited answers and checked literature reviews (formerly Zo

Локальный семантический граф и MCP-сервер для Markdown и Obsidian

Personal knowledge vault plugin for Claude Code — session recording, memory distillation, and hybrid semantic + BM25 retrieval.

Semantic search in one SQLite file. No model, no server at query time.

A semantic layer for your data: archmax describes it, you sharpen it, agents query it.

A native macOS menu-bar app for semantic meme search using Google Gemini AI — 中文語意搜尋，點圖即複製

Shared, persistent memory for AI agents. Self-hosted MCP server with semantic search, vector RAG, and live updates. Works with Claude, Curso

Command-line tool for TypeSafe's Jev AI model

Semantic product search for commerce: find products by meaning, not keywords. A Medusa v2 module backed by pgvector + Gemini embeddings, wit

Agent registration, discovery, and reliable async messaging — in one broker.

The most capable Calibre MCP server — full read/write tools plus multilingual semantic search over your whole ebook library or a single book

Local-first archive, semantic search, and continuation for AI conversations across ChatGPT, Claude, Gemini, Grok, OpenRouter, LM Studio and

Viglet Turing: open source enterprise search with generative AI. Faceted semantic search, RAG chat with citations and AI agents over your ow