granite-mem
v0.1.14
Published
Local-first markdown memory system for humans and AI agents: MCP server, typed knowledge graph, deterministic garden planning.
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Granite
The personal OS your agent runs on. Give your agent a memory it can't hallucinate: plain markdown + SQLite full-text search + a typed contract it already knows how to operate. No LLM inside. Your agent brings the intelligence; Granite holds the ground truth.
Jump to: The 60-second setup · Install it yourself · How it works · Why not Obsidian, Notion, or a vector store? · See it · Types are contracts · The MCP server · What Granite will never do · Beyond one machine · The full CLI · FAQ · Philosophy
The 60-second setup
Paste this into Claude Code, Cursor, or any MCP-capable agent:
Install Granite as my personal OS.
1. `npm install -g granite-mem`
2. `granite init --template founder-os` (vault at ~/.granite)
3. `claude mcp add granite -- granite mcp --vault ~/.granite`
4. Restart yourself so the MCP server loads.
5. Call `granite_wakeup`, then propose three notes you would write
first based on what you know about me so far. Capture them as
drafts with --source agent.Sixty seconds later: a live vault, an agent that knows how to operate it, and its first three notes on disk in ~/.granite/notes/. No system prompt. No config. No cloud.
That's the thesis of this project. No agent handy? Granite is a complete tool on its own:
Or install it yourself
npm install -g granite-mem
granite init # note / source / synthesis / output
granite new "Ideas worth stealing"
granite search "steal"
granite serve # web UI + constellation graphAdd --template founder-os to init when you want a full personal OS from the start: person, organization, meeting, and learning on top of the four defaults — eight types already wired with hooks, indexed fields, and lifecycles, in 150 lines of pure YAML.
Everything Granite writes is a plain .md file with YAML frontmatter. Close the laptop, git init the vault, open the folder in any editor — it's just files.
How it works
Granite is a deterministic substrate for knowledge: markdown files as the source of truth, a SQLite index as derived state, and one fixed loop imposed on top. The intelligence is not in Granite — it's in whatever agent (or human) operates it.
┌──────────────────────────────────────────┐
│ your agent · the brains │
└────────────────────┬─────────────────────┘
│ MCP · CLI · web UI
┌────────────────────▼─────────────────────┐
│ GRANITE │
│ │
│ capture ─▶ compile ─▶ query ─▶ output │
│ ▲ │ │
│ └──────────── lint ◀──────────┘ │
│ │
│ .md files SQLite FTS5 wikilinks │
│ (truth) (derived) (graph) │
└──────────────────────────────────────────┘- Markdown is truth. Every note is
<folder>/<slug>.mdwith YAML frontmatter. Nothing you can't read incat. - The index is disposable. Full-text search, backlinks, and typed queries live in
.granite/index.db— rebuilt from the files at any time. - Wikilinks are the graph.
[[a-note]]in any body resolves slug → title → alias, and the backlink graph falls out for free.
Karpathy asked for "an incredible new product instead of a hacky collection of scripts" for LLM knowledge bases.
This is our answer.
Why not Obsidian, Notion, or a vector store?
Granite doesn't compete with your note app. It competes with the pile of scripts you were about to write.
| | Granite | Obsidian | Notion | Vector memory | Plain files |
| ---------------------------------------------- | :---------: | :-------: | :-------: | :-----------: | :---------: |
| Plain markdown on disk | ✅ | ✅ | ❌ | ❌ | ✅ |
| Typed schemas with hooks & lifecycles | ✅ | plugins | databases | ❌ | ❌ |
| Agent-native MCP workflow | ✅ | community | limited | ✅ | ❌ |
| Deterministic retrieval (no embeddings) | ✅ | ✅ | ❌ | ❌ | grep |
| Structured queries over indexed fields | ✅ | plugins | ✅ | ❌ | ❌ |
| Provenance on every note | ✅ | ❌ | ❌ | partial | ❌ |
| Offline, no account, no telemetry | ✅ | ✅ | ❌ | ❌ | ✅ |
| Git-friendly | ✅ | ✅ | ❌ | ❌ | ✅ |
Obsidian is a great editor for humans. Vector memory is a great cache for agents. Granite is the shared substrate both can operate.
See it
Types are contracts, not folders
This is what makes an agent feel native rather than bolted-on. Every note type in granite.yml is an executable contract:
note_types:
meeting:
folder: notes/meetings
fields:
date: { type: date, required: true }
organization: { type: wikilink, target_types: [organization] }
attendees: { type: wikilink, target_types: [person] }
on_create:
- { action: set_default, field: date, value: "${today}" }
- { action: resolve_wikilinks, fields: [organization, attendees], auto_stub: true }
indexed_fields: [date, organization]set_default— fills${today}automaticallyresolve_wikilinks + auto_stub— turnsorganization: Acme Corpinto the slugacme-corp, creating the org note if missing (with a globally-unique slug so nothing gets silently overwritten)indexed_fields— makesgranite_query { type: meeting, where: { date: { gte: "2026-01-01" } } }fast and deterministiclifecycle— declare states and stale-days transitions, andgranite doctorsurfaces drift before it rots
On top of its type, every note carries five protocol fields, so humans and agents share ground truth:
| Field | Values | Purpose |
|----------------|---------------------------------------|--------------------------------------|
| status | inbox · active · archived | operational state |
| source | human · agent · extraction | who wrote it |
| review_state | draft · reviewed · locked | editorial state |
| durability | canonical · working · ephemeral | keep / may drift / throwaway |
| derived_from | [slug, …] | provenance for syntheses and outputs |
Your agent reads these before writing and sets them as it works. You inherit a fully auditable trail. Add a type when your life grows a new shape — the core stays small. For the formal protocol, see docs/GRANITE_OBJECT_STANDARD.md.
Wired for agents: the MCP server
"A thin MCP server exposes capabilities. A strong MCP server shapes behavior."
One line connects any MCP-capable agent to your vault:
claude mcp add granite -- granite mcp --vault ~/.graniteThe surface is intention-first — fourteen tools organized around the workflow, not around files:
| Intent | Tools |
|------------|----------------------------------------------------------------------------------------------------------------|
| Orient | granite_wakeup · granite_research_topic · granite_resolve |
| Read | granite_query · granite_compile_context · granite_understand_note · granite_extract_document |
| Write | granite_capture_knowledge · granite_import_document · granite_revise_note · granite_dispose_note |
| Garden | granite_plan_garden · granite_adjudicate_garden_opportunity · granite_list_garden_adjudications |
Plus three prompts for the higher-level workflows (granite_refine_note, granite_process_inbox, granite_compile_topic), and resources for raw note and type-contract access. Start the server with --role read when an agent should inspect without mutating. An HTTP transport with bearer-token auth is available for remote setups — see docs/DEPLOY.md.
The point is not to give an agent a file browser. The point is to give it a workflow it can follow.
What Granite will never do
Granite will never:
- embed an LLM, run prompts, or hold an API key
- compute embeddings or ship a vector store
- run background agents or a scheduler
- phone home — no telemetry, no account, no cloud dependency
- add overlapping CLI/MCP endpoints that blur the loop
This is why your agent can be trusted with write access. The vault is a deterministic substrate. The intelligence is yours (or Claude's, or GPT's, or whoever you pay this quarter).
Beyond one machine
Cloud, if you want it. One command deploys a personal serverless Granite on Fly.io Sprites: wakes on request in 100–500 ms, sleeps when idle, costs cents per month at rest. You own the sprite — there is no Granite cloud, no central admin, no relay.
granite deploy login --token <sprites-token> # or export SPRITES_TOKEN=…
granite deploy # prints an MCP URL + bearer token
claude mcp add --transport http granite https://<your-sprite>.sprites.app/mcp \
--header "Authorization: Bearer <token>"Multiple named instances, bulk upgrades, token rotation, and self-hosting the HTTP MCP server (a generic Dockerfile is included) are covered in docs/DEPLOY.md.
Sync, without a relay. Direct machine-to-machine over LAN, Tailscale, or a private DNS name — with per-device read/write tokens:
granite sync access grant ipad --role read # on the serving machine
granite sync serve --host 0.0.0.0 --port 8765
granite sync remote add macbook http://100.x.y.z:8765 --token <read-token>
granite sync watch macbook --direction pull --interval 30Conflict policies, push/pull details, and access management live in docs/SYNC.md.
The full CLI
| Layer | Command | What it does |
|------------|----------------------------|------------------------------------------------------------------|
| setup | granite init | create a vault (optionally from a --template) |
| setup | granite status | vault health and what to do next |
| capture | granite new <title> | create a typed note |
| capture | granite add [text] | quick raw capture (arg or stdin) into the inbox |
| capture | granite attach <file> | attach an image/video/PDF and get markdown to embed |
| capture | granite extract <file> | raw text from PDF/DOCX/XLSX/PPTX without importing |
| capture | granite import <file> --content <text> | attach a document and create a linked source note |
| query | granite list | browse notes by type, status, source, date |
| query | granite show <slug> | read a full note |
| query | granite search <query> | full-text search across the vault |
| query | granite open <slug> | open a note in $EDITOR |
| query | granite wakeup | compact vault snapshot for loading agent context |
| compile | granite edit <slug> | update fields, body, tags, protocol state |
| compile | granite backlinks <slug> | inbound links to a note |
| compile | granite suggest-links <slug> | unlinked mentions worth linking |
| compile | granite recommend <slug> | what to link, tag, or write next |
| lint | granite doctor | broken links, missing fields, stale notes, line violations |
| lint | granite types | show note types and the flow between them |
| serve | granite serve | local web UI with the constellation graph (port 4321) |
| serve | granite mcp | MCP server (stdio or HTTP; --role read\|write) |
| serve | granite daemon start | MCP + web UI as one background process |
| cloud | granite deploy … | serverless instances on Fly.io Sprites (docs) |
| sync | granite sync … | direct multi-device sync (docs) |
Run granite --help for every flag.
FAQ
No. Your vault is plain markdown with [[wikilinks]] — Obsidian opens it just fine. Granite adds the typed contracts, the deterministic index, and the MCP surface on top of files any editor can read.
In your agent. Granite is deliberately deterministic — that's precisely why an agent can be trusted with write access to it.
SQLite FTS5 for full text, typed queries over indexed fields, and the wikilink graph for structure. Deterministic, explainable, and rebuildable from the files.
Yes. The full CLI and the web UI work standalone. The MCP server is one door among three.
Nothing. It's a folder of markdown files. The index is derived and disposable; git init the vault and you have versioning and backup for free.
No. No telemetry, no account, no network calls — unless you explicitly deploy to your own sprite, sync to your own machines, or run granite serve with cloud credentials configured (use --no-cloud to stay fully offline).
Philosophy
- local-first beats cloud dependence for personal memory
- plain markdown beats proprietary formats
- types as active contracts beat types as folders
- tools for humans should also be legible to agents
- protocol belongs in the core; agent policy belongs outside it
- a personal OS is a thing you own — not a thing you rent
Status & contributing
Granite is pre-1.0 and moving fast — see CHANGELOG.md for release history. The product boundary stays fixed: Granite stores and indexes local knowledge; agents bring the intelligence.
Issues and focused PRs are welcome. For local development, read CLAUDE.md. The key product rule is simple: no embedded LLM, no vector store, no autonomous scheduler inside Granite.
