MemoCall MCP server

MemoCall is a small helper that lets your AI read your old Claude Code conversations and bring them back when you need them. Instead of hunting through files or copy-pasting old chats, you just ask, and it finds the right session for you. It is handy if you use Claude Code a lot and often wonder what you were working on last week.

What this MCP server does

You ask your AI something like what you were working on recently. The AI passes that request to MemoCall, which quietly reads the session files Claude Code already saved on your machine. MemoCall tidies each conversation into short, readable Markdown, leaving out the noisy tool output. Then your AI shows you the result in the chat, or pulls one full session in so you can keep working from it.

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What you can do with it

• List your recent sessions across all projects, grouped by folder
• Search past sessions by keyword to find the right conversation
• Load a whole session as compact Markdown by name or id
• Get a numbered outline of every prompt in a long session
• Jump to specific turns inside one session by number range
• Search inside a single session for a keyword

Try asking your AI

• “What sessions have I worked on recently?”
• “Load the one where we set up the license invitation system”
• “Which session did we debug the keychain crash in?”
• “Show me the outline of that big session from last month”

What it gives back to you

You get back a short, readable version of the conversation, with your prompts and Claude's replies and a note of how many tool calls happened in each turn. For big sessions you can get a numbered outline first, then load just the turns you care about. Everything shows up right in the chat as plain text.

Before you start

Who it's for

People who use Claude Code often and want to look back at or reuse their earlier conversations.