Havuz

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

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

클로드코드 대화의 결정·약속·금지를 자동으로 기억하고, 검색·2D/3D 지식그래프·타임라인으로 보여주는 100% 로컬 기억 도구. 내보내기(6종)·가져오기(미리보기·되돌리기)·백업·복원, 의미검색 중단 알림, MCP 7도구 제공. 기억 데이터는 이 P

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

Excellent hybrid search in the Postgres you own.

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

Search your photos, screenshots and PDFs by what's inside them — locally and offline, with EmbeddingGemma 2. Demo folder included.

Retired

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

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.

Agent-native multi-provider web search for AI agents (Claude Code, Hermes, DeepSeek Harness, OpenCode, Codex). Model grounding (Responses, A

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

Local semantic search, symbol graphs, secrets scanning, output filters, and CLI hooks that save 60-90% LLM tokens.

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

Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner dashboard.

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.

Local long-term memory for AI coding agents. Keeps every conversation word for word, costs nothing to save, and is shared by all your agents

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

zvec-grep, workspace içindeki dosyaları ripgrep, BM25 ve vector search ile yerel olarak aramaya ve aynı arama katmanını CLI ile agent'lara sunmaya yarar.

Neden yükseliyor · 80 günlük bir repo için 3.789 yıldızın yanı sıra son 28 günde 67 commit ve 12 farklı yazar etkin geliştirme ve görünürlük gösteriyor. Agent'lara yerel workspace araması sunma ihtiyacı da projeyi güncel bir kullanım alanına yerleştiriyor; yıldız sayısı tek başına benimsenme veya kalite kanıtı değil.

Long-term memory for any AI agent. One Rust binary, offline, 98.2% recall@5 on LongMemEval-S. Self-host free or use Uteke Cloud.

🧠 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

Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local files, and web sources with citations.

Pi coding agent extensions with code intelligence (LSP + Tree-sitter AST), semantic refactoring, code review, web/Context7 docs, and ask-use