Havuz

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

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

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,

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

Локальный семантический граф и MCP-сервер для Markdown и Obsidian

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

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

Open-source, Python-first RAG platform with FastAPI APIs, LangGraph-native agents, pluggable vector stores (Qdrant/Weaviate/Milvus/pgvector/

P2P semantic matching for on-device AI agents. No server, no cloud.

KoutenDB: locality-aware NoSQL document/vector database built around rings and orbit-inspired retrieval

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

Multimedia library for the age of AI

Local-first semantic search engine for your files — hybrid BM25 + vector + HyDE search over docs, PDFs, images, audio and video. 100% offlin

Roam is an Airbnb-style iOS and Android app where users describe their ideal stay in plain English and AI search finds it, with grounded cha

Local-first personal knowledge base CLI — hybrid FTS + pgvector search, a GraphRAG entity graph, and LLM enrichment over your notes, transcr

GameMaker y GML en español: biblioteca verificada y skill para tu IA. Desarrollo con especificación, pruebas, revisión y búsqueda semántica

Advanced graph view for Obsidian — 3D visualization, clusters, semantic links.

Self-hosted shared memory for AI agents: vaults of people, facts and decisions your agents recall over MCP or REST, with semantic, keyword a

Offline AI search for photos, video & audio, powered by EmbeddingGemma 2 — jump to the exact second in a video. macOS · Windows · Docker/NAS

SearchCLI, Volcengine AI Search hizmetlerini CLI ve installable Viking skills üzerinden agent ve iş sistemlerine bağlar.

Neden yükseliyor · 142 günlük yaşına göre 1184 yıldız ve son 28 günde 21 commit ile görünür ilgi ve yakın dönem aktivitesi var; üç farklı yazar katkısı da hareketliliği destekliyor. README, agent entegrasyonu ve otomasyona uygun CLI akışlarını öne çıkarıyor; yıldızların veya yükselişin kesin nedenini mevcut verilerle doğrulamak mümkün değil.

🧠 Production-grade memory sidecar for AI agents — gbrain + Hindsight + 3-tier recall. Agent-agnostic, battle-tested. | 生产级外挂记忆系统，兼容Hermes/Cl

A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over a local LLM wiki wit

CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically que

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware revi

Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.

Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map with spreading activa

Local document Q&A in your terminal — powered by on-device LLMs.

一款跨平台智能笔记 Agent 应用，支持多格式笔记、本地知识库、AI 智能助手、向量语义检索 。

Client-side vector search powered by HNSW. 54KB gzipped WASM. Sub-millisecond latency.

Zero downtime embedding upgrades

Aligning Human Intuition with Semantic Space

Context retrieval engine for AI agents — semantic + lexical search over codebases

日本語 Markdown ノートのローカル検索 CLI 👀 — BM25 全文検索 (SQLite FTS5) + optional なローカル semantic/hybrid。単一バイナリ・外部 API 不使用、AI コーディングエージェント向け。

SQL-like query language and CLI for Qdrant vector search engine

Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection,

Declarative Document Indexing (DDI) framework for Python. Define schemas, extract structured indices, search smarter.

Caelune (凯露恩) — Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.｜本地

MODA: open fashion retrieval benchmark and models by Hopit AI. MODA (203M, open source), MODA Pro Lite (213M, open weights), MODA Pro (hoste

Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concept

MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup

Per-project semantic search over Claude Code session history. Indexes JSONL transcripts into SQLite; retrieves via bge-m3 embeddings (Ollama

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

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

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

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

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.