CodeGraphContext

What it does

CodeGraphContext indexes a repo into a repository-scoped symbol-level graph: files, functions, classes, calls, imports, inheritance - and serves precise, relationship-aware context to AI tools via MCP. v0.2.1 released ~500 GitHub stars, ~300 forks 25k+ downloads 65+ contributors That means: Fast “who calls what” queries Minimal context (no token spam) Real-time updates as code changes Graph storage stays in MBs, not GBs It’s infrastructure for code understanding, not just 'grep' search.

Transform your codebase into an intelligent knowledge graph for AI assistants. Index Python code, analyze relationships, and provide context with CodeGraphContext MCP server.

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  Graphiti – LLM-Powered Temporal Knowledge Graphs2024 · github.com · ▲142

  Hey 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…

• CI
  Cursor IDE now remembers your coding prefs using MCP2025 · ▲109

  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…

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