Cursor IDE now remembers your coding prefs using MCP
Hi, I'm Daniel from Zep. I've integrated the Cursor IDE with Graphiti, our open-source temporal knowledge graph framework, to provide Cursor with persistent memory across sessions. The goal was simple: help Cursor remember your coding preferences, standards, and project specs, so you don't have to constantly remind it. Before this integration, Cursor (an AI-assisted IDE many of us already use daily) lacked a robust way to persist user context. To solve this, I used Graphiti’s Model Context Protocol (MCP) server, which allows structured data exchange between the IDE and Graphiti's temporal…
Cursor IDE now remembers your coding prefs using MCP launched on March 28, 2025 with 109 votes, #403 of 7,215 launches that month and more than 95% of that year's launches.
In plain words
Cursor IDE now integrates with Graphiti, an open-source temporal knowledge graph framework, to retain user coding preferences and project specifications across sessions. Built using the Model Context Protocol, the integration allows developers to define custom entities for requirements, preferences, and procedures that persist and update in real-time. This eliminates the need to repeatedly explain coding standards, project specifications, or personal preferences to the IDE's AI assistant. The system maintains structured context that adapts automatically when project standards or frameworks change.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Hi, I'm Daniel from Zep. I've integrated the Cursor IDE with Graphiti, our open-source temporal knowledge graph framework, to provide Cursor with persistent memory across sessions. The goal was simple: help Cursor remember your coding preferences, standards, and project specs, so you don't have to constantly remind…
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Graphiti – LLM-Powered Temporal Knowledge Graphs2024 · github.com · ▲142Hey HN! We're Paul, Preston, and Daniel from Zep. We've just open-sourced Graphiti, a Python library for building temporal Knowledge Graphs using LLMs. Graphiti helps you create and query graphs that evolve over time. Knowledge Graphs have been explored extensively for information retrieval. What makes Graphiti unique is its ability to build a knowledge graph while handling changing relationships and maintaining historical context. At Zep, we build a memory layer for LLM applications. Developers use Zep to recall relevant user information from past conversations without including the entire…
PMBJun 2026 · pmbai.dev · ▲211PMB gives Claude Code, Cursor, Codex and Zed a real memory. Decisions, lessons and facts in one SQLite file on your disk. Offline, no API keys, no cloud.
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