Knowledge Graph Memory

MemoryMesh

Store and query structured data in local knowledge graphs.

Rememberizer

Leverage Rememberizer's document API for AI-powered semantic search and retrieval of enterprise knowledge.

Knowledge Graph Memory

Provides a knowledge graph management system for storing, retrieving, and querying information to build and maintain long-term memory across conversations.

Literature Memory

Integrates academic literature management with knowledge graphs to enable efficient source analysis, note-taking, and entity linking across diverse academic materials.

Optimized Memory

Integrates with SQLite to provide a persistent knowledge graph for efficient memory management and relationship modeling across conversations.

Klaudium (Memory)

Manages knowledge graphs with dynamic compression and intelligent querying capabilities for efficient information retrieval and reasoning.

Knowledge Graph

Enables persistent memory and structured knowledge management for enhanced personalization and context retention in natural language interactions through a local graph database.

LibSQL Memory

Provides a LibSQL-based persistent memory database for storing and retrieving knowledge graph entities and relations across conversations.

Qdrant Knowledge Graph

Integrates a knowledge graph with semantic search capabilities, enabling efficient storage, retrieval, and querying of structured information for context-aware applications.

Living Memory

Provides persistent memory management for storing and retrieving contextual information across conversations, enabling coherent long-term interactions and knowledge accumulation.

Knowledge Base Retrieval

Integrates with knowledge bases to enable efficient content retrieval and vectorization for question answering and information retrieval tasks

Memories with Lessons

Enables persistent memory and error tracking for assistants using a local knowledge graph structure with transactional operations, file management, and caching.

Pluggable Knowledge Graph Memory

Provides a pluggable knowledge graph memory server for flexible storage and retrieval within compatible systems, offering enhanced customization through TypeScript-based architecture.

Memory Box

Integrates with Memory Box to provide persistent, context-aware interactions through semantic memory storage and retrieval using vector embeddings and search capabilities.

Memory Graph

Provides long-term memory storage for LLM conversations using Redis Graph, enabling persistent knowledge graphs for maintaining context across interactions and building complex information networks.

Memory Custom

Provides a knowledge graph-based memory system for creating, managing, and querying structured information with features like custom file paths, timestamping, and advanced search capabilities.

Elasticsearch Knowledge Graph

Elasticsearch-based knowledge graph that tracks access patterns to prioritize recent, important, and frequently accessed information with advanced search capabilities and complete CRUD operations.

Logseq Knowledge Graph

Integrates with Logseq knowledge graphs to enable retrieval, analysis, and manipulation of personal knowledge bases through tools for page content access, journal summaries, connection analysis, and concept linking.

Knowledge Graph

Provides persistent memory for Claude through a local knowledge graph that stores entities with observations and relations, enabling structured information retrieval and complex context retention across conversations.

Neo4j Knowledge Graph

Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations and efficient fuzzy search capabilities.

Memory Knowledge Graph

Provides a persistent knowledge graph system for maintaining structured memory across conversations, enabling creation, querying, and management of entities and relationships through specialized graph operation tools.

Shared Knowledge RAG

Enables AI systems to access and retrieve information from multiple vector store backends including HNSWLib and Weaviate, providing a unified interface for knowledge retrieval to support RAG workflows without complex integration work.

Long-Term Memory

Provides long-term memory storage using SQLite and vector embeddings, enabling persistent context across conversations, development decision preservation, and knowledge base building through semantic search capabilities.

Memory PouchDB

Provides a knowledge graph-based memory system using PouchDB for storing and retrieving entity relationships and observations, enabling persistent conversational context across interactions.

Basic Memory

Knowledge management system that builds a persistent semantic graph in markdown, locally.

Developer Knowledge Graph

Knowledge graph-based server for managing software development context, storing project entities and relationships to provide contextual awareness across complex software projects.

Student Knowledge Graph

Manages student knowledge graphs for tracking academic progress, organizing educational resources, and structuring relationships between courses, assignments, and concepts through specialized tools for session management and entity manipulation.

Smart Thinking

Enables intelligent decision-making through semantic embeddings and thought graphs with built-in verification states and memory-based reasoning capabilities

Simple Memory Extension

Persistent key-value memory store with semantic search using SQLite and E5 embeddings, enabling contextual information retrieval and long-term memory extension for complex multi-step tasks.

FEGIS (Schema-Driven Memory)

Compile YAML into semantic LLM tools with structured memory and an emergent knowledge graph.

Supermemory

Personal knowledge platform that helps collect, organize, and recall information from various sources with end-to-end encryption and optional self-hosting.

Arc Memory Temporal Knowledge Graph

Provides a bridge to the Arc Memory Temporal Knowledge Graph, enabling structured access to repository history, entity relationships, and code provenance without manual navigation of complex codebases.

Graphiti

Provides a temporal knowledge graph system for storing, retrieving, and reasoning about relationships between entities with persistent memory across conversations

Think Tank (Knowledge Graph Reasoning)

Provides structured reasoning and persistent knowledge graph capabilities for complex problem-solving with transparent thinking processes and memory across conversations.

Memgraph

Provides a bridge between AI assistants and Memgraph database for executing Cypher queries, retrieving schema information, and performing graph-based data analysis without requiring raw query writing or connection management.

RAG Memory

Provides a knowledge graph-enhanced retrieval system that combines vector search with graph-based relationships for persistent memory and contextual information retrieval

Context Portal

Database-backed project memory management system that stores decisions, progress tracking, and system patterns in a queryable knowledge graph with vector embeddings for semantic search and comprehensive import/export functionality.

Memento

Provides persistent memory capabilities through a SQLite-based knowledge graph that stores entities, observations, and relationships with full-text and semantic search using BGE-M3 embeddings for intelligent context retrieval across conversations.