What Should Your AI Actually Remember?
Indexing session transcripts sounds like memory. It mostly retrieves scratch work. The useful stuff was already distilled into artifacts. Keep the artifacts.
Posts tagged MCP
Why Isn't Your AI Second Brain Working?
Most AI second brains fail because they dump too much into context. A useful AI memory uses retrieval, freshness, provenance, and short curated notes.
Who owns MCP now? Nobody. That is exactly why you can build your AI's memory on it.
Anthropic donated MCP to a vendor-neutral foundation backed by its biggest rivals. Here is what that means, and why it makes a knowledge base built on MCP a safe bet instead of a single-vendor gamble.
Using MCP as Your Second Brain
Using MCP as your second brain means keeping your notes in one place and letting any AI client read and write them over the Model Context Protocol. Here's the pattern, the reference architecture, and how to run it.
Long-Term Memory for AI Agents: The Knowledge-Base Pattern
AI agents forget everything between runs. The fix is a shared knowledge base they reach over MCP — read and write, human-readable, the same brain for every agent and every teammate. Here's the pattern.
Claude has a memory tool now. It is files on a disk. It still is not your knowledge base.
Anthropic gave Claude a memory tool that stores memories as plain files on a disk. That is the right shape. Here is the job it does, and the job it still leaves to you: a knowledge base your AI can read.
Combining multiple MCP servers: where memory fits
You can connect Claude to a calendar, a CRM, a repo, and more. None of them remember anything. Here's how to think about the stack, and where durable memory fits beside it.
Can Claude read my Notion, Linear, or Asana?
Some project tools now connect to Claude over MCP. But reading your tickets is not the same as remembering your decisions. Here's the difference, and where the memory layer goes.
Can Claude read my Gmail or Outlook inbox?
Claude can connect to Gmail and search your inbox. But a thread you can find again is not a decision you can rely on. Here's where the durable facts go.
Can Claude read my Salesforce or HubSpot CRM?
Claude can connect to your CRM and pull records and deal stages. But fields are not a relationship. Here's where the context behind the account goes.
Can Claude read my Google Calendar?
Claude can connect to your calendar and see your schedule. But a calendar tells it when you meet, not what you decided. Here's where the context goes.
Google Described the Format Hjarni Already Speaks
Google Cloud's Open Knowledge Format (OKF) is folders of Markdown that AI agents can read. What the spec covers, why it matters, and how to export to it.
Mem0 vs Supermemory vs Hjarni: AI Memory Compared (2026)
Mem0 and Supermemory are memory APIs for developers. Hjarni is a knowledge base your AI can read. How they store memory, what they cost, when to pick each.
The Best Ways to Give Your AI Memory (2026)
Six ways to give Claude or ChatGPT a memory in 2026, compared honestly. A knowledge base over MCP, built-in memory, projects, CLAUDE.md files, and more.
Best MCP Memory Servers in 2026: 7 Options Compared
An honest roundup of the best MCP memory servers in 2026. Hjarni, Mem0, Supermemory, Zep, Letta, Basic Memory, and the official knowledge graph server compared.
ChatGPT memory got an upgrade. It still is not a knowledge base.
OpenAI's 'Dreaming' upgrade makes ChatGPT remember more about you, automatically. Here is what it does well, and the job it still cannot do: be a knowledge base your AI can read.
Your Notes Aren't Agent-Legible Yet
Context engineering made code legible to coding agents. Your notes need the same thing. Capture is solved. Legibility is the bottleneck.
Best practices for an MCP wiki
Eight rules for an LLM wiki your AI maintains over MCP: small notes, folders and tags that fit how you think, per-folder instructions, and summaries.
LLM wiki: Obsidian vs Hjarni
Running Karpathy's LLM wiki in an Obsidian vault versus a hosted knowledge base over MCP. What each one gives you, and an honest list of what you give up.
LLM wiki for Claude Code: the workflow
The daily Claude Code workflow for an LLM wiki, hosted over MCP instead of a local vault. Read context, write notes back, capture every session.
Is MCP dead? No. You're just pointing it at the wrong job.
The "MCP is dead" posts are right about a real problem and wrong about the cause. Forty-two always-loaded tools is a design smell, not a protocol flaw. Here's where MCP actually wins.
How to Give GitHub Copilot Long-Term Memory (MCP Setup, 2026)
Connect a knowledge base to GitHub Copilot Chat via MCP so agent mode reads your architecture decisions and conventions. Full .vscode/mcp.json walkthrough included.
The AI meeting assistant that actually works with Claude
Most AI meeting tools transcribe. They don't help Claude remember what you decided. Here's how to give Claude and ChatGPT real meeting context via MCP.
ChatGPT MCP: How to Connect Any MCP Server to ChatGPT (2026)
A practical guide to using MCP with ChatGPT in 2026. Two ways to connect, real examples, and the troubleshooting steps nobody mentions.
Connect Cursor to Your Knowledge Base with MCP
Cursor knows your codebase. It does not know your decisions. Connect it to a knowledge base through MCP and your project's context follows you across sessions.
How to build an LLM wiki with Claude or ChatGPT and MCP
Connect Claude or ChatGPT to a hosted LLM wiki over MCP, no Obsidian and no terminal. A step-by-step setup you can finish in ten minutes.
Give Your OpenClaw Agent a Brain with Hjarni
OpenClaw is powerful but context-blind. Connect it to Hjarni and your agent stops starting from zero.
How to Give Claude Long-Term Memory (MCP Setup, 2026)
Connect a knowledge base to Claude or ChatGPT via MCP so it remembers your projects and decisions across conversations. Full setup walkthrough included.
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