Graph-native memory engine for AI agents — hybrid vector+keyword search, biological decay, Zettelkasten linking, trust-gated conflict resolution, explainabil...
Generate, vectorize, upscale, replace background, variate, remove background, and transform images via Recraft API.
Hybrid memory strategy combining OpenClaw's built-in vector memory with Graphiti temporal knowledge graph. Use when you need to recall past context, answer temporal questions ("when did X happen?"), o
Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
The First Brain for OpenClaw. Your agents forget everything after each session — BrainX fixes that permanently. Persistent vector memory powered by PostgreSQ...
A seven-layer emotional cognitive architecture for AI agents — PADCN vectors, cognitive appraisal, multi-channel emotions, drive dynamics, self/social models...
Build vector search with Weaviate using v4 syntax, proper module configuration, and production-ready patterns.
Local search/indexing CLI (BM25 + vectors + rerank) with MCP mode.
Ultimate AI agent memory system with WAL protocol, vector search, git-notes, and cloud backup. And also 50+ models for image generation, video generation, te...
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation contex
High-performance vector search and persistent memory using libSQL.
24-tool MCP server for Claude Code that catches vague prompts before they waste tokens. Includes 12-category prompt scorecards, session history search with LanceDB vectors, cross-service contract awar
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
Local search and indexing CLI (BM25 + vectors + rerank) with MCP mode. And also 50+ models for image generation, video generation, text-to-speech, speech-to-...
Trace bitmap images (PNG/JPG/WebP) into clean SVG paths using potrace/mkbitmap. Use to convert logos/silhouettes into vectors for downstream CAD workflows (e.g., create-dxf etch_svg_path) and for turn
--- slug: memorylayer name: MemoryLayer description: Semantic memory for AI agents. 95% token savings with vector search. homepage: https://memorylayer.clawbot.hk metadata: clawdbot: emoji: "�
This MCP server enables users to perform scientific computations regarding linear algebra and vector calculus through natural language. The server is designed to bridge the gap between users and power
Implements a three-layer memory system with daily logs, curated long-term notes, and optional vector search for persistent, searchable agent context across s...
Add RAG-powered AI chat to any website with one command. Local vector store, multi-provider LLM (OpenAI/Anthropic/Gemini), self-contained chat server and embeddable widget.
Local-first RAG cache: distill docs into structured Markdown, then index/query with Chroma + hybrid search (vector + keyword).