Krimto

io.github.krimto-labsPublished by GitHub account krimto-labsv0.2.47Updated Nov 3, 2026

Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.

VerifiedSTDIODesktop onlyKnowledge & MemoryDeveloper Tools

Overview

AI-generated overview

Krimto gives AI coding agents durable memory stored as markdown files in a git repo you own, with user, team and org scopes.

What you can do
  • Save durable, attributable facts when you tell the agent to remember something, and recall them later in a new chat, another editor or another machine.
  • Keep every memory as a plain markdown file in a git repository you control, so it can be read, edited, reviewed in a pull request and audited with git log.
  • Scope knowledge to a person, a team or the whole organization, with the most specific scope winning at recall.
  • Share one memory across editors and machines, including Claude Code, Cursor, Codex and Gemini CLI.
  • Run a local HTTP server with a browser dashboard, or self-host with Docker, for browsing notes.
When to use it
Useful when you want an assistant to remember project facts and preferences across sessions, editors and machines without a vendor database. It also fits small teams that want shared agent knowledge with per-person, per-team and org scoping while keeping the data in their own git.
Requirements
Runs as a local stdio process via npx, so Node.js 20 or newer is needed. Setup is done with an init command that wires supported editors; other MCP clients need a manual config entry. Team mode asks for an admin email, org and team name, an optional shared git remote, and a join command with a server URL and key. No account is required for solo use.
Before you install
Memories are written to a folder in your home directory and, in team mode, can sync to a shared git remote or shared server, so anything the agent records may reach teammates. Team setup involves a join key and server URL that should be treated as credentials. The init command can add a standing rule so the agent uses memory on its own, which means facts may be saved without an explicit request.

Installation

In SourceWeft

  1. Open Krimto in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

Krimto

Open-source memory for AI coding agents you own in git — governed by a real user→team→org hierarchy, not a vendor database. Solo to team. Apache-2.0.

[License: Apache 2.0] [npm] [CI]

Your agent's memory, as markdown in your own git — synced across every editor and machine. Tell your agent "remember X" in any editor and it saves a durable, attributable fact; ask later — in a new chat, a different editor, or on another machine — and it recalls the right answer. One command, no account, no vendor database: your memory follows you.

You own it: every fact is a plain markdown file in a git repo you control — readable, reviewable in a PR, and yours. When a teammate joins, that same memory becomes a shared team brain governed by a real user → team → org hierarchy (the most specific scope wins at recall) — the one primitive no other memory tool ships. Solo is free; the governance is what you grow into.

See it

One npx command sets it up; then your agent saves a fact in Claude Code and recalls it in Cursor — no account, no database:

[Krimto — save a fact in Claude Code, recall it in Cursor]

Three short demos — solo (remember in Claude Code, recall in Cursor), cross-machine (write, git push, recall on another laptop), and team (a teammate's fact reaches you; your personal notes stay yours).

Because every memory is just a file in your git, you can read it yourself — no API, no dashboard needed:

console
$ cat ~/.krimto/user/[email protected]/favorite-color.md---id: fct_01KT3BDSYY1KK80SG3S7KBEV58scope: user/[email protected]title: Favorite colorauthor: [email protected]created: 2026-06-02T05:03:14Zupdated: 2026-06-02T05:03:14Ztags:  - personalsource: claude-code---
User's favorite color is red.
$ git -C ~/.krimto log --oneline -18bc5b86 krimto: write batch — 1 fact

That's the whole bet: your agent's memory is plain markdown in a git repo you own — not rows in someone else's database.

Why Krimto

  • You own it, in your git. Every fact is a markdown file in a git repo you control — git log the audit trail, edit it in any editor, review it in a pull request. No vendor database, no lock-in.
  • Governed user → team → org hierarchy. Knowledge is scoped to a person, a team, or the whole company, and the most specific scope wins at recall — a server-enforced primitive no other memory tool ships for free.
  • Follows you everywhere — cross-vendor, Apache-2.0. One MCP server syncs the same memory across Claude Code, Cursor, Codex, Gemini CLI and more — every editor and machine. Fully open source, with no managed-service restriction.

Try it in 2 minutes (solo, no account)

bash
npx @krimto-labs/krimto init

The setup wizard detects your editor, wires it up, and turns on automatic memory. Then, in any chat:

"Remember that our staging DB resets every Sunday."

Open a new chat and ask:

"What do you know about staging?"   → it remembers.

See your notes with krimto notes (terminal) or krimto ui (browser dashboard). Your data lives in ~/.krimto — the same folder no matter which project you're working in.

Connect your agent

krimto init wires supported editors for you. What auto-connects vs. needs one copy-paste step:

EditorSetup
Cursorauto-connects
Claude Codeauto-connects
Codexmanual snippet
Gemini CLImanual snippet

To connect any MCP client manually, point it at Krimto over stdio:

bash
claude mcp add krimto -- npx -y @krimto-labs/krimto

…or the config-file form (Cursor, Codex, Gemini CLI, etc. use the same shape):

json
{ "mcpServers": { "krimto": { "command": "npx", "args": ["-y", "@krimto-labs/krimto"] } } }

By default an agent uses Krimto only when you ask. Running krimto init once in your project drops a standing rule so it uses Krimto on its own.

Install as a Claude Code plugin

Prefer Claude Code's plugin system? Add Krimto's marketplace and install it directly:

bash
/plugin marketplace add krimto-labs/krimto/plugin install krimto@krimto

This bundles the MCP server together with Krimto's skills, the /krimto-status command, and the memory hooks — no separate krimto init needed.

How it works

Three layers, one source of truth:

  1. Storage — facts are markdown files in a git repository (the source of truth; git is the audit log).
  2. Index — a SQLite + sqlite-vec hybrid index (keyword + vector) for fast retrieval, with scope precedence applied at ranking time.
  3. Access — an API server enforces who can read and write each scope (user / team / org).

Team mode

When you're ready to share memory with teammates:

bash
npx @krimto-labs/krimto team init

This walks you through an admin email, your org/team name, an optional shared git remote, and teammate invites — then prints a join command for each teammate:

bash
krimto join --server <url> --key <key>

Teammates can connect to one shared server, or each run their own Krimto synced over a shared git remote. Personal and team notes live together and sync as a unit. Step back to solo any time with krimto team disband (your notes are preserved).

Self-host

Krimto runs anywhere Node 20+ runs.

bash
# HTTP server + browser dashboard at http://localhost:8080npx @krimto-labs/krimto serve
# or Dockerdocker run -d -p 8080:8080 -v ~/.krimto:/data ghcr.io/krimto-labs/krimto:latest

Run npx @krimto-labs/krimto --help for the full command surface.

Roadmap

v0.2 (current) ships the memory core, teams, the web dashboard, and the cross-vendor MCP server. Next: OAuth sign-in and a pull-request approval flow (v0.3), then a hosted Krimto Cloud (v1.0). See ROADMAP.md.

Contributing & license

Contributions welcome — see CONTRIBUTING.md and our Code of Conduct. Security reports: SECURITY.md.

Licensed under Apache-2.0. The same code is self-hostable by a solo developer or an enterprise — no tier walls.

Source: README.md at commit bee75e3

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.47LatestSep 16, 2026

Score

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  • Tools listed15 pts

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