Self-learning vector memory for AI agents — single-file .rvf cognitive container with HNSW search, episodic Reflexion memory, causal graph + Cypher, 9 RL algorithms, Thompson Sampling bandit, 41 MCP tools, hybrid (BM25 + dense) retrieval, GNN attention. 1
CLI launcher for RedDB. The JS/TS app driver is published as @reddb-io/sdk.
MongoDB Atlas Search Index JSON schemas
Forge persistent memories for your AI agent. 9 MCP tools + 5 auto-engines. Powered by Shelby decentralized cloud.
Local-first AI developer toolkit — knowledge base, code analysis, context management, and developer tools for LLM agents
Local-first memory MCP server for Claude Code and any MCP client: hybrid vector + knowledge-graph search, bi-temporal recall, Obsidian sync. Runs 100% on your machine, $0/token.
Semantic codebase indexing and search for OpenCode - find code by meaning, not just keywords
AgentOS: open-source TypeScript framework for autonomous AI agents. Unified graph orchestration, cognitive memory, runtime tool forging, multi-tier guardrails, voice pipeline, and 11 LLM providers.
Persistent, queryable memory for AI agents with graph recall, procedural rules, identity audits, snapshots, and multi-agent scoping
OpenClaw memory plugin powered by the NEXO Desktop runtime core: local memory, Deep Sleep, Evolution support-ticket mode, trust scoring, and guarded continuity.
NEXO runtime core for NEXO Desktop. Provides local memory, Deep Sleep, Evolution support-ticket mode, skills, watchdog, and MCP tooling for the Desktop product.
Zero-dependency TypeScript middleware for dynamic vector space transformation. Warp embeddings at runtime with WASM-accelerated affine transforms, quantization, online learning, and ColBERT — no retraining needed.
Semantic code search for coding agents. Local embeddings, LLM summaries, call graph tracing.
TypeScript/JavaScript SDK for Dakera AI memory platform
Note Knowledge Base - 非结构化记忆和文档知识库管理系统,支持混合搜索(向量+FTS+图)和 LLM 驱动的知识摄取
MCP server for crawling and indexing web documentation - works with any website
Cloudflare Vectorize adapter for Lunora: typed vector indexes and similarity search
AI Agent 기억 보조 MCP 서버 - 사람의 기억 구조를 모사한 스토리지+검색+요약+망각 메커니즘
Persistent local memory for any MCP client. SQLite + FTS5 + sqlite-vec hybrid retrieval, bi-temporal asOf queries, contradiction detection, LLM-free reflection. Multilingual embeddings. Knowledge Graph. No cloud, no API keys.
Offline semantic search engine for documentation. Local embeddings, browser-ready indexes.
Project-scoped memory layer for Claude Code, Codex, Hermes, MCP, and dashboards
Production-grade MongoDB repositories - smart pagination, events, and plugins. Built on @classytic/repo-core.