Back to Directory/Documentation

memory-boost

Markdown memory for coding agents that audits itself: drift reports and session digests.

DocumentationPythonv0.1.1

Your agents write everything down. Nobody reads it back.

Every memory tool for coding agents helps them remember more. None of them mention that half of what they remember expired in July. memory-boost keeps a plain-markdown memory your agents read and write over MCP, and then does the unglamorous part: it audits that memory and your own sessions, and tells you what drifted. Politely, with numbers.

Think of it as a code review for what your agents remember and a fitness tracker for how you work with them. Mostly the fitness tracker: mine told me my most-failed command was cd. Sixty-nine times.

What it answers

You wonder…memory-boost answers
Which decisions quietly expired while we were busy shipping?drift: review_by 2026-07-08, 78 days ago
Which "active" projects actually died months ago?drift: last session 161 days ago; still listed as live
We fixed this exact bug in another repo. How?lessons: the fix follows you to every project with the same stack
Why does my agent keep re-reading the same file?mine: one file, read 18 times
Is my agent spawning 20 subagents behind my back?mine: yes, and in which session
Where was I before /compact ate my context?The session-start hook puts your checkpoint back

Try it in 30 seconds

No install needed; the wiki lands in ~/.local/share/memory-boost:

uvx memory-boost init --example   # sample wiki with five kinds of rot + four synthetic transcripts
uvx memory-boost drift            # what in that memory is stale, orphaned or never written down
uvx memory-boost mine             # now on your real ~/.claude/projects: aggregates only

To keep it in Claude Code, install the plugin. It brings the MCP server, the session-start brief and the skills in one step; it only needs uv on your PATH.

/plugin marketplace add arnaugonzalez/memory-boost
/plugin install memory-boost@memory-boost

Other agents, or the CLI on its own: uv tool install memory-boost (or pipx install memory-boost).

On a real machine

Five weeks of the author's own daily use: 29 decisions, 24 projects, 657 Claude Code transcripts. Output as produced; only project and file names are replaced.

$ memory-boost drift
# Drift report — 2026-09-24
29 decisions · 24 projects · 204 log entries · 33 open checkpoints · **20 findings**

## decision-expired (9)
- deploy-via-bastion — review_by 2026-07-08 (78 days ago); revisit or mark historic
- bot-guardrails — review_by 2026-07-08 (78 days ago); revisit or mark historic
  …
## project-no-decisions (2)
- thesis-solver — 20 sessions logged, 0 decisions tagged 'thesis-solver': the learning lives only in transcripts
## project-silent (5)
- mood-api — last session 2026-04-16 (161 days ago); still listed as live
  …

$ memory-boost mine
# Session digest — 2026-09-24
sessions      80 with ≥20 turns
tools         Bash 5956 · Edit 860 · Read 692 · Write 493 · Agent 203 · ToolSearch 138
bash          5956 calls, 159 failed (2.7%); most failed: cd (69), sleep (12), ssh (9), pkill (8), ls (7)
bash/edit     4.4x; extreme: crm-wt-f11 107.5x, sandbox 70.0x, sandbox 54.0x
reads         692 calls, 131 re-reads of a file already read (19%); top: …/apply_email.py ×18
discipline    62 long sessions (≥60 turns): 47 never checkpointed, 29 never saved
subagents     203 spawned in 44 sessions; max in one session: 20

Every line is a habit to change, a decision to revisit, or a rule worth writing down. None of it needed a new tool: the data was already on disk. It needed a reader.

What it is

  1. A wiki you own. projects/*.md, decisions/*.md, concepts/*.md, log.md. Plain markdown; edit by hand, keep it in git. SQLite FTS5 index as a disposable cache. Eight MCP tools for any harness: memory_brief, memory_recall, memory_page, memory_save, memory_checkpoint, memory_resume, memory_drift, memory_lesson.
  2. Freshness as data. Decisions carry status: and review_by:. Search results are tagged current / unclassified / review / historic / superseded, current first.
  3. Session checkpoints that survive /compact, with one line per other active session on the same project so parallel agents don't collide.
  4. drift reads the wiki and reports what expired, what went silent, what was never written down and what was left half-done. The current project's top findings go into every session brief.
  5. mine reads your local Claude Code transcripts and reports tool usage, failed commands, re-reads, subagent fan-out and checkpoint discipline. Aggregates only: no prompt, command or file content is stored or printed, so the digest is safe to paste anywhere.
  6. lessons: concepts/ pages with applies_when: [tags]. A project page that lists matching tags: gets those lessons in its brief, so what worked in one repo reaches the next. The /retro skill writes them at session end.

Connect your harness

MCP server (all harnesses): command memory-boost, args ["serve"].

HarnessMCP registrationContext at session start
Claude Code (plugin)/plugin install memory-boost@memory-boostIncluded: hook, MCP server, skills
Claude Code (manual)claude mcp add memory -s user -- memory-boost serveHook below (startup, resume, compact); mine reads its transcripts
Codex CLIcodex mcp add memory -- memory-boost serveAGENTS.md: "call memory_brief first"
Cursor / VS Code / Gemini CLIstdio entry in their mcp.json / settings.jsonSame line in rules (hook adapters: roadmap)

Manual Claude Code hook (~/.claude/settings.json), not needed with the plugin:

{ "hooks": { "SessionStart": [ { "hooks": [ { "type": "command", "command": "memory-boost hook session-start" } ] } ] } }

On startup/resume it injects ~1k tokens: catalog, the project's context and last sessions, its drift, lessons from other projects, your open checkpoint. On compact only this session's checkpoint. It never blocks session start: on any error it prints nothing.

Skills: /memory-boost (router: when to run what), /save-session, /restore-session, /retro. The plugin installs them as /memory-boost:retro and so on; without it, copy skills/* into ~/.claude/skills/. The first session after installing the plugin takes a few extra seconds while uv fetches the package; later sessions start in about 0.2 s.

CLI contract for agents: data on stdout, errors on stderr with a fix: line, --json on every reading command (with a version field), exit 0 = trust stdout, 1 = not found, 2 = bad input. Reports end with a next: line naming the exact command to run.

How it works

Agents talk to memory-boost serve over MCP; the hook injects the brief; drift reads the wiki and checkpoints; mine reads local transcripts; both feed reports and the brief

Source: docs/architecture.mmd

The project is resolved from the working directory name (~/work/acme-api → projects/acme-api.md); map other names in aliases.json. Under 1,600 lines of Python, one dependency (mcp), no embeddings, no daemon.

Configuration

VariableDefaultPurpose
MEMORY_BOOST_HOME$XDG_DATA_HOME/memory-boostWiki, events, checkpoints, aliases.json
MEMORY_BOOST_WIKI$MEMORY_BOOST_HOME/wikiPoint at an existing wiki (e.g. a git repo)
MEMORY_BOOST_INDEX$XDG_CACHE_HOME/memory-boost/index-<hash>.dbSearch index
MEMORY_BOOST_CHECKPOINTS$MEMORY_BOOST_HOME/checkpointsCheckpoint directory
MEMORY_BOOST_TRANSCRIPTS~/.claude/projectsWhere mine looks (several dirs: a:b)
MEMORY_BOOST_TODAYtoday (UTC)Pin the date for reproducible reports

vs. alternatives

memory-boostbasic-memoryclaude-memagent-retro
StoreMarkdown wiki you editMarkdownCaptured observationsNone (prompt skill)
SearchFTS5FTS + vectorsFTS + vectors—
Freshness / review datesYesNoNo—
Drift report over memoryYesNoNoNo
Session analyticsYes (aggregates, local)NoNoLLM reads the conversation
Parallel-session awarenessYesNoNo—
LicenseMITAGPL-3.0Apache-2.0?

Want better search, more integrations and a community? Use basic-memory. Want everything captured automatically? claude-mem. Use memory-boost if you want to learn from what your agents already wrote down.

Limits / non-goals

  • Keyword search only; no embeddings.
  • mine understands Claude Code transcripts today. Codex is on the roadmap.
  • Reports are as good as the wiki: an empty wiki yields an empty drift.
  • Single user, local files. Linux and macOS; Windows untested.
  • The wiki is read by your agents as instructions. Only use a wiki you trust; see SECURITY.md.

License

MIT

Installation

Source-derived launch command. Check the maintainer’s required arguments and credentials before running:

bash
uvx memory-boost

Set up in your AI client

Merge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.

json
{
  "mcpServers": {
    "io-github-arnaugonzalez-memory-boost": {
      "command": "uvx",
      "args": [
        "memory-boost"
      ]
    }
  }
}

Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.

Claude Desktop setup reference

Package

memory-boostpypi

Compatible MCP Clients

memory-boost works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.

  • Claude Desktop~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.
  • Cursor~/.cursor/mcp.jsonRestart Cursor for changes to take effect.
  • VS Code.vscode/mcp.jsonReload VS Code window for changes to take effect.
  • Windsurf~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect.
  • Claude Code.mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.

Learn More