Havuz

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.

Python SDK for vector search, semantic search, RAG, embeddings, and AI agents on Oracle AI Database

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.

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

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 。

Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown

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

⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST

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.

One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Gemini & more. Keyword + semantic search, MCP server

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

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

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

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

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

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

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.

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

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

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.

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

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

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

Локальный семантический граф и MCP-сервер для Markdown и Obsidian

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

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

ArchiCode is a graph first chat coding harness where familiar visual flows & nodes are the shared evolving source of truth for both develope

Athena RAG Intelligence – AI-powered document intelligence platform with RAG, semantic search, source citations, voice assistant, analytics,

An open-source, local-first CV & resume management platform featuring privacy-focused semantic search to instantly match your skills, projec

Production-grade Node.js RAG system with hybrid retrieval, pluggable adapters, and OpenTelemetry tracing