Ace Memory FAQs

Question 1

What is Ace Memory and how does it help Claude Code?

Accepted Answer

Ace Memory is an MCP server that provides persistent memory for Claude Code. It allows Claude to remember past project architectures, coding preferences, decisions, and context across development sessions, eliminating the need for repetitive explanations and greatly enhancing developer productivity.

Question 2

How does Ace Memory store and retrieve information?

Accepted Answer

Ace Memory utilizes Supabase as its database backend, integrated with pgvector for efficient storage of vector embeddings. When an OpenAI API key is provided, it leverages OpenAI embeddings for semantic search, allowing Claude to retrieve relevant information based on meaning, not just keywords.

Question 3

What are the benefits of using Ace Memory for developers?

Accepted Answer

Developers using Ace Memory benefit from a more intelligent Claude Code assistant that understands their long-term project context. This leads to faster development cycles, fewer repeated explanations, consistent decision-making, and the preservation of valuable insights and active discussion threads.

Question 4

What types of memories can Ace Memory manage?

Accepted Answer

Ace Memory offers 21 memory management tools across 5 categories, storing a wide range of information including user preferences, architectural decisions, learned corrections, session summaries, Git commit logs, discussion threads, and offhand ideas. It also features smart memory management with importance decay and auto-archiving.

Question 5

Is semantic search a core feature of Ace Memory?

Accepted Answer

Yes, semantic search is a key feature. By integrating with OpenAI embeddings, Ace Memory enables meaning-based retrieval. This means Claude can search for concepts and related ideas, providing more accurate and contextually relevant results than traditional keyword searches.

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