Havuz

Code intelligence engine for AI coding agents. Structural graph queries plus semantic search, exposed via CLI and MCP.

🪝 透明可控的 AI Agent 终端 | 状态机 · 多层记忆系统 · 沙箱防御 · 完整审计 · 多人设多技能

Claude Code workspace toolkit: persistent memory, multi-account inbox MCPs, rule discipline, auto-capture knowledge base. MIT.

Persistent, queryable memory for AI agents with intake policy, smart recall, context packs, graph recall, and multi-agent scoping

Local-first MCP server giving AI coding agents fast, structured, and semantic context over any codebase. Zero config, zero cloud, full conte

Local-first file intelligence: desktop app, CLI, and safe MCP server for AI agents.

RAGless is a semantic retrieval system that answers questions about your documentation, without using an LLM at runtime.

Evidence-grounded AI daily for reviewed Digests and cited Research.

High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-on

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.

Consensus REST API. Semantic search over 400M+ peer-reviewed research papers, including all of PubMed, for RAG, AI agents and research tools

生产级 3GPP 5G 规范 RAG Agent：自然语言提问，回答带段落级原文引用 + 严格 grounding，覆盖 Rel-18/19 全部 TS。

Среда разработки 1С с ИИ-ассистентом: BM25 поиск (8141 методов), API-справочники (115666 методов), BSL LS, 261 правило стандартов, MCP-серве

The in-browser vector store that remembers — a Rust→WASM HNSW engine that persists to OPFS and stays consistent across tabs. Private, offlin

An assistant that remembers every paper you've ever read — running entirely on your device, with your data never leaving it.

Amazon DynamoDB storage backend for the Strands Agents SDK (TypeScript and Python): sessions, agent memory, semantic search over DynamoDB ve

A Django AI library for generating personalized content recommendation feeds based on pgvector.

Local-first crystalline intelligence for AI agents: the knowledge that endures across sessions, taught as Markdown Domains and captured as E

I switched phones and found thousands of WhatsApp photos waiting for me, mostly memes and screenshots. This finds the ones worth keeping: se

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

Retired

Graph + local semantic context for Obsidian, with guarded remote MCP access and edits from Codex, ChatGPT, Claude, and any MCP client.

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

相册语义浏览器：搜索、地图、聚类、人物识别、收藏、时间线 | Semantic album browser with search, map, clustering, face recognition & timeline

Lurp: a Roslyn semantic map for .NET agents (C# / SQLite / MCP)

Claude Code의 영구 기억 시스템 — 4-layer 파이프라인 (세션 검색 + 메모리 회수 + Memory Compiler). Karpathy LLM-as-Compiler 패턴 실증판.

Long-term memory infrastructure for .NET AI agents with semantic, temporal, spatial and robotics memory, hybrid retrieval, and pluggable pro

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

Local session transcript memory for Claude Code and Codex — search past sessions with FTS5 + semantic vectors.

Your agent can read git log. It can't read the shell commands you tried that failed. NexusMem indexes shell history with exit codes, git com

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

UniGraph——一站式知识图谱智造平台，支持领域建模、文档知识抽取、图谱构建与可视化，以及可追溯的 GraphRAG 问答。

Girder saves AI coding-agent context by giving agents exactly the code they need instead of whole files.

TokenPack packs long documents, codebases, PDFs, and folders into compact, evidence-dense LLM context using local embeddings, evidence scori

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

A curated corpus of Nigerian legal texts, including the 1999 Constitution and selected Acts, cleaned and structured for information retrieva

grep for meaning: ask a question about lines, logs, diffs or JSON and explore the answers live. Runs locally on CPU, one Rust binary.

Shared memory for Claude Code, Codex, and Cursor. Your agent recalls decisions from weeks ago — including what the other engines worked out.

Spectrum: a deterministic semantic encoding enabling constant-time retrieval primitives

Build a second brain every AI can share: your content in Oracle AI Database 26ai — semantic search with in-database embeddings, a self-compi

如影随形 · 本地优先桌面工作日志：富文本记录、语义检索、工作台总结/问答；模型自配，数据留在本机。 Local-first desktop work journal—rich logs, semantic search, AI summary & Q&A. BYO models

A dsh plugin that periodically scans reddapi.dev for new Reddit leads matching your one-sentence ICP, dedupes what you've already seen, and

⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, loca

The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with

Local-first cinematic still archive for filmmakers. Search your frames by look, mood, technique or director with SigLIP semantic search; ing

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

Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.