A
license-
qualityD
maintenanceA local-first Graph-RAG system that combines ChromaDB with metadata-based graph relationships and Gemini 2.5 Flash for intelligent Q\&A over your Obsidian vault.
Last updated
MIT
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"Hybrid Memory Models Combining Relational, Graph, and RAG Approaches" matching MCP servers:
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@agentage/mcp-memoryofficial
AlicenseAqualityBmaintenanceExposes local memory vaults as 6 MCP tools over stdio, enabling clients like Windsurf, Zed, and Claude Desktop to read and write memory.Last updated63641MIT- FlicenseAqualityCmaintenanceA local-first MCP server that gives AI coding assistants persistent, structured, human-readable memory for a software project by storing project knowledge as Markdown files in the project's .dev-context-memory/ folder.Last updated71
- AlicenseAqualityAmaintenanceMCP server that exposes agent-memory-daemon to any MCP-compatible client — Kiro (CLI & IDE), Claude Desktop, Cursor, and others. The daemon does the thinking (consolidation + extraction); this server is a thin filesystem bridge so agents can read, append, and search memory through the Model Context Protocol.Last updated4344MIT
SAE4U Memoryofficial
AlicenseAqualityCmaintenanceProvides persistent memory for Claude with hierarchical categorization, cross-corpus recall, session journals, and customizable persona, enabling memory continuity across sessions.Last updated7MIT- FlicenseAqualityFmaintenanceA TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.Last updated417
- AlicenseAqualityBmaintenanceA local-first shared memory layer for MCP-aware agents like Claude, Codex, and Hermes, enabling persistent memory across chats and clients via Markdown files and SQLite FTS.Last updated62MIT
- AlicenseBqualityDmaintenanceProvides project memory management for Claude Desktop, storing memories as Markdown files with intelligent keyword-based retrieval and automatic creation/update decisions by LLM.Last updated21MIT
- Alicense-qualityBmaintenanceA self-hosted memory layer for Claude using plain markdown files, enabling persistent context across different Claude accounts.Last updated7MIT
- Alicense-qualityCmaintenanceProvides tools for AI agents to manage long-term memories, daily notes, and TODO lists through a structured markdown file system. It enables context awareness by allowing agents to read, write, and search entries for persistent information storage.Last updated19MIT
- Alicense-qualityBmaintenanceDescription: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools, SQLite + FTS5 + Knowledge Graph. No cloud, no API keys. One command: npx @studiomeyer/local-memory-mcp.Last updated1299MIT
- Alicense-qualityCmaintenanceEnables reading, writing, and searching a local markdown-based memory store using MCP tools, with safety checks and index consistency.Last updatedMIT
- Alicense-qualityCmaintenanceEnables AI tools like GitHub Copilot to manage and persist context using a local JSON-based memory store. Provides CLI, MCP server, and VS Code integration for storing, retrieving, and managing context entries.Last updated2
- Alicense-qualityBmaintenanceLocal-first, file-based memory layer for AI agents — one shared Markdown vault across Claude, Codex, Gemini, Cursor and any MCP client. Provides read/write memory tools with an audit trail, per-agent trust levels, and Git sync; no cloud and no lock-in.Last updated2MIT
- Alicense-qualityDmaintenanceEnables advanced semantic search and document management by integrating the GroundX API with Claude Desktop and GitHub Copilot. It supports local file uploads, website crawling, and Google Drive synchronization for RAG workflows.Last updated1MIT
- Alicense-qualityDmaintenanceExposes local persistent memory as an MCP server with Markdown storage, PARA organization, Zettelkasten linking, and SQLite FTS5 search. Enables Claude and other MCP-compatible agents to store, organize, and retrieve knowledge with context-based recommendations through the Olima association engine.Last updated292MIT
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