io.github.pragneshbagary/memex

Official

by pragneshbagary · Python

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

Local SQLite-based persistent session memory for Claude Code without network dependency.

Topics

ai-toolsclaudeclaude-codedeveloper-toolsmcpmemoryobsidiansqlite

README.md5 KBView on GitHub

memex

Every Claude Code session starts without knowing what you built last time - which files you changed, what decisions you made, what broke. You re-explain. Claude re-reads. You start over.

memex keeps a structured log of every session. Claude reads it at the start of the next one.

No cloud. No LLM extraction. No cost per save. Just local SQLite and one command to install.

Install

bash

# with uv
uvx mcp-memex install

# with pip
pip install mcp-memex
memex install

Restart Claude Code. That's it.

What gets saved

Each entry has structure - not a blob of text:

python

mem_save(
    task="Replaced JWT auth with session cookies",
    files=["src/auth.py", "src/middleware.py"],
    decisions=["Session cookies over JWT - simpler, no token refresh needed"],
    warnings=["Redis required - app won't start without REDIS_URL set"],
    tags=["auth", "sessions"]
)

Claude calls mem_save when it finishes something meaningful. You can also just tell it: "save what we just did."

What Claude sees at session start

code

=== memex: session context (db: my_project.db) ===

--- Recent (2) ---
[1] #4 - 2026-06-14T10:32
  Task      : Replaced JWT auth with session cookies
  Files     : src/auth.py, src/middleware.py
  Decision  : Session cookies over JWT - simpler, no token refresh needed
  Warning   : Redis required - app won't start without REDIS_URL set
  Tags      : auth, sessions

[2] #3 - 2026-06-13T15:10
  Task      : Added rate limiting to /api/login
  Files     : src/middleware.py
  Warning   : Rate limiter is in-memory per process - resets on restart
  Tags      : auth, rate-limiting

Claude calls mem_load automatically at the start of every session. It returns the most recent entries plus any entries that match what you're working on - by keyword and by file path.

Browse from the terminal

You don't need to be inside Claude to look at your history:

bash

memex status                     # entry count, DB size, top tags
memex list                       # recent entries for this project
memex list --tag auth            # filter by tag
memex list --since 7d            # entries from the last 7 days
memex list --since 2026-06-01 --until 2026-06-15  # date range
memex search "rate limit"        # full-text search
memex version                    # print installed version

Export to markdown

Turn your history into portable, human-browsable notes - one .md file per entry, with [[wikilinks]] connecting related entries and files, plus tags as #hashtags. Works in Obsidian or any tool that understands [[links]]:

bash

memex export ./my-project-notes/

Entries that share a tag or a touched file are cross-linked under a Related section, so you can navigate your project history as a graph.

Six MCP tools

Tool	What it does
`mem_load`	Called at session start - returns recent + relevant entries
`mem_save`	Saves a structured entry after meaningful work
`mem_update`	Patches specific fields of an existing entry (keeps id and timestamp)
`mem_search`	Full-text search across all entries
`mem_list`	Lists entries, optionally filtered by tag
`mem_delete`	Removes a stale entry by id

Why not just CLAUDE.md?

CLAUDE.md is for static project documentation - architecture, conventions, how to run tests. It doesn't change much and it isn't session-aware.

memex captures what's changing session to session: what you built yesterday, the decision you made this morning, the warning you discovered an hour ago. It's the difference between "here's the project" and "here's what happened last time."

memex install writes Claude's instructions into .claude/CLAUDE.local.md - a file Claude Code loads automatically without touching your project's own CLAUDE.md.

Memory is scoped per project

Each project gets its own SQLite database at ~/.memex/<project>.db based on the working directory. Sessions from different projects never mix.

Configuration

Set these in the MCP env block in ~/.claude.json if you need to override defaults:

Variable	Default	Description
`MEMEX_DIR`	`~/.memex`	Where DBs are stored
`MEMEX_GLOBAL`	`0`	Set to `1` to share one DB across all projects
`MEMEX_RECENT`	`5`	Max recent entries loaded per session
`MEMEX_MATCHED`	`5`	Max FTS-matched entries loaded per session

Uninstall

bash

memex remove
pip uninstall mcp-memex

Memory DBs are kept at ~/.memex/ - delete that directory manually if you want to wipe everything.

Requirements

Python 3.10+
mcp package (installed automatically)
SQLite with FTS5 (standard since Python 3.8)
Claude Code CLI

License

MIT

Install

claude_desktop_config.json

{
  "mcpServers": {
    "memex": {
      "command": "uvx",
      "args": [
        "mcp-memex"
      ]
    }
  }
}