I've been experimenting with that in the last couple of days. I added to CLAUDE.md a directive on how and when to use recall and he's autoamtically calling the tool for store and fetch

Absolutely! But this is not a replacement of those files, this is a different (better?) way to navigate through those learnings instead of having to read whole files.

Hey! You're mixing up two different things:

1. Claude Desktop's built-in `/memory` command (what you tried) - just lists CLAUDE.md files 2. Recall MCP server (this project) - completely separate tool you need to install

Recall doesn't work through slash commands. It's an MCP server that needs setup:

1. Install: npm install -g @joseairosa/recall 2. Add to claude_desktop_config.json 3. Restart Claude Desktop 4. Then Claude can use memory tools automatically in conversation

Quick test after setup: "Remember: I prefer TypeScript" - Claude will store it in Redis.

Sorry for the confusion, I was purely commenting about Claude. I have not tried your MCP.

The other point here, I wanted something more in line with LLMs natural language, something that can be queried more effeciently buy just using normal language, almost like the way we think normally, we first have a though and then we go through our memory archive.

Let me have a look, thanks for reporting that.

This is very much in development and I keep adding features to it. Any suggestions let me know.

The way I use it, I add instructions to CLAUDE.md on how I want him to use recall, and when.

## Using Recall Memory Efficiently

*IMPORTANT: Be selective with memory storage to avoid context bloat.*

### When to Store Memories - Store HIGH-LEVEL decisions, not implementation details - Store PROJECT PREFERENCES (coding style, architecture patterns, tech stack) - Store CRITICAL CONSTRAINTS (API limits, business rules, security requirements) - Store LEARNED PATTERNS from bugs/solutions

### When NOT to Store - Don't store code snippets (put those in files) - Don't store obvious facts or general knowledge - Don't store temporary context (only current session needs) - Don't duplicate what's already in documentation

### Memory Best Practices - Keep memories CONCISE (1-2 sentences ideal) - Use TAGS for easy filtering - Mark truly critical things with importance 8-10 - Let old, less relevant memories decay naturally

### Examples GOOD: "API rate limit is 1000 req/min, prefer caching for frequently accessed data" BAD: "Here's the entire implementation of our caching layer: [50 lines of code]"

GOOD: "Team prefers Tailwind CSS over styled-components for consistency" BAD: "Tailwind is a utility-first CSS framework that..."

*Remember: Recall is for HIGH-SIGNAL context, not a code repository.*

Absolutely. Remember these are just tools, how each one of us uses them it's a diffrent story. A lot can be leveraged as well by adding a couple of lines to CLAUDE.md on how he should use this memory solution, or not, it's totally up to anyone. You can also have a subagent that is responsible for project management that is in charge of managing memory or having a coordinator. Again a lot of testing needs to be done :)

No particular specific reason. I was working with another project that also had redis and decided to start with it. It can be changed to other tool, which one would you recommend?

I think that's a great point. I will experiment with different approaches. I started with redis mostly because it's something I have experience with and was a quick setup win, but having different strategies I think it could make sense.

I think that's a great point really. There is not 1 size fits all, different people will have different strategies that better suit their workflow.

Totally, point taken. I'll dig a bit deeper into that.