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maintenanceA basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
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"Hybrid Memory Models Combining Relational, Graph, and RAG Approaches" matching MCP servers:
- Alicense-qualityDmaintenanceEnhances the MCP memory server by implementing PouchDB for robust document storage and enabling the creation and management of a knowledge graph that captures interactions via language models.Last updated4MIT
- Alicense-qualityDmaintenanceA persistent memory server that implements a local knowledge graph using the Kuzu embedded database to store entities, relationships, and observations. It enables AI models to maintain structured long-term context through searchable nodes and comprehensive tag-based organization.Last updated4MIT
- Flicense-qualityDmaintenanceEnables algorithmic stock trading analysis by combining ARIMA, ARIMA-GARCH, and XGBoost models to generate buy/sell/hold signals with risk management, portfolio comparison, and volatility analysis for various market sectors.Last updated1
- Alicense-qualityDmaintenanceMaps Salesforce metadata into a Neo4j graph database, enabling AI agents to reason about schema and generate accurate SOQL queries.Last updatedMIT
- AlicenseAqualityFmaintenanceA drop-in replacement for Anthropic's memory server that utilizes SQLite to ensure data integrity and concurrent access. It enhances the original functionality with semantic search capabilities using vector embeddings and ONNX models.Last updated111MIT
- AlicenseBqualityCmaintenanceA memory server for Claude that stores and retrieves knowledge graph data in DuckDB, enhancing performance and query capabilities for conversations with persistent user information.Last updated81157MIT
- Alicense-qualityCmaintenanceEnables AI assistants to interact with Databricks workspaces, running SQL queries, managing jobs, and exploring schemas via the Model Context Protocol.Last updated1GPL 3.0
- Alicense-qualityBmaintenanceBuilds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.Last updated6816MIT
- Alicense-qualityBmaintenanceRead-only MCP server that exposes ZAP's RAG search modes (plain, hybrid, hybrid_rerank) for agents to perform semantic code retrieval.Last updatedApache 2.0
- Alicense-qualityDmaintenanceEnhanced knowledge graph memory server for AI assistants that uses Neo4j as the backend storage engine, enabling powerful graph queries and efficient storage of user interaction information with full MCP protocol compatibility.Last updated24MIT
- Alicense-qualityAmaintenanceRAG Vault lets your AI coding assistant search your private documents locally. Everything runs on your machine and your data stays private.Last updated181MIT
- AlicenseAqualityDmaintenanceAn MCP server for managing agent memory using provenance tracking, decay-weighted retrieval, and feedback loops to optimize information recall. It allows agents to store insights in a local SQLite database and rank them based on confidence, age, and usefulness.Last updated4143MIT
- AlicenseAqualityCmaintenanceAn MCP server for HF radio propagation analytics using the IONIS dataset collection, enabling natural language queries about band conditions, propagation paths, and solar correlations.Last updated12GPL 3.0
- FlicenseAqualityDmaintenanceA knowledge graph memory server using SQLite to provide persistent, isolated contexts for organizing information into searchable categories like work and personal projects. It features unique ID-based operations and a token-efficient serialization format designed to optimize interactions with LLMs.Last updated11
- AlicenseAqualityDmaintenanceA Model Context Protocol server that allows users to store, retrieve, update, and delete memories using SQLite storage.Last updated510MIT
- AlicenseBqualityCmaintenanceEnables storing and querying memories in a Neo4j knowledge graph with automatic entity extraction. Supports adding episodes, searching entities and relationships, and managing graph data through natural language.Last updated8MIT
- AlicenseCqualityAmaintenanceA lightweight, fully local MCP server that provides AI coding tools with a shared SQLite memory store and built-in conflict arbitration, enabling structured memory sharing across tools like ZCode, Codex, Cursor, and Claude Code without external dependencies.Last updated206MIT
- AlicenseCqualityCmaintenanceManages knowledge graph data synchronized with GitHub repositories, enabling remote storage and collaboration of memory entities, relationships, and observations.Last updated17MIT
- AlicenseCqualityDmaintenanceProvides persistent memory and knowledge graph capabilities for AI assistants using local SQLite storage. Enables creating, searching, and managing entities, relationships, and observations with vector search support across conversations.Last updated73714MIT