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Memory

aiwithbenefitsbyaiwithbenefits
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API Development
Data Science & ML
Cloud Infrastructure

Provides AI clients the ability to remember information about users across conversations using vector search technology.

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MCP Memory functions as a robust server designed to empower MCP Clients like Cursor, Claude, and Windsurf with persistent memory capabilities. It allows these AI clients to recall user preferences and behaviors across different interactions by leveraging advanced vector search technology to find relevant information based on meaning rather than just keywords. Built entirely on Cloudflare's serverless infrastructure, including Workers, D1, Vectorize, Durable Objects, and Workers AI, it offers a scalable, secure, and cost-effective solution for creating stateful AI applications.

Key Features

010 GitHub stars
02Offers scalable deployment with a generous free tier for normal usage.
03Enables cross-conversation memory for AI clients.
04Utilizes semantic search via vector embeddings (Cloudflare Vectorize & Workers AI).
05Built on a serverless architecture using Cloudflare Workers, D1, and Durable Objects.
06Includes a dedicated API for storing and semantically searching email content.

Use Cases

01Tracking and recalling user behaviors and interaction patterns within applications.
02Storing and retrieving project-specific notes, decisions, and updates.
03Building a dynamic knowledge base for technical documentation and procedures.