MCP Memory Toolkit

by syyunn

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About

Provides persistent memory for Claude using ChromaDB for semantic search and storage.

Details

Author
syyunn
Categories
Database, AI, Other, Knowledge Base

Setup

Install MCP Memory Toolkit in your MCP client (Claude Desktop, Cursor, Windsurf, and others).

Repository: https://github.com/syyunn/mcp-memory-toolkit

Follow the installation instructions in the repository README, then restart your MCP client.

Provides persistent memory for Claude using ChromaDB for semantic search and storage.

Implement semantic memory layer on top of the Qdrant vector search engine

Enables Large Language Models to store and retrieve persistent memories with intelligent search capabilities.

A persistent memory server for Large Language Models, designed to integrate with the Claude desktop application. It supports tiered memory, semantic search, and automatic memory management.

MCP (Model Context Protocol) server that exposes 70 tools spanning cognitive memory, working memory, sessions, agents, the L0–L3 knowledge hierarchy, orchestration tasks, and training pipelines. The server speaks stdio and is consumed by Claude Desktop, Claude Code, OpenCodex, and any MCP-aware client.

A server that provides a memory system for LLMs, enabling persistent conversations with various providers like OpenAI, Anthropic, and OpenRouter.

A production-ready Model Context Protocol (MCP) server that provides a powerful, vector-native memory bank for AI agents. Built with the Protocol-Lattice Go Agent Framework, this server offers persistent, searchable, and shareable memory with multiple database backends.

Hosted MCP memory across Claude Code, Cursor, ChatGPT and any MCP client. Community-hosted instance of the MIT-licensed MemPalace engine. EU-hosted, GDPR-compliant. Free tier with 200 memories.

Open-source AI memory layer with importance scoring, temporal decay, hierarchical memory, and YMYL prioritization

User-owned memory for AI agents over remote MCP. Save, search, recall, update, and manage scoped memories across Copilot, Claude, ChatGPT, IDEs, and CLIs.

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