dreamd

The plain files in your repo are the memory. dreamd is the local server that reads and writes them.

Drop a .agent/ folder in the project. Claude Code, Cursor, Cline, and other MCP-aware harnesses share it. What one agent learns, the next already knows. You can cat, grep, git diff, and hand-edit every byte.

This is not "another memory product." It is a storage-model wedge: the filesystem is the source of truth, and the MCP tools (search_nodes / append_node) are a thin interface over those files.

Open core: Apache-2.0 core today, self-hosted only. Premium features may ship later. Do not read this as free-forever for everything.

npx -y dreamd-mcp init    # scaffold .agent/
npx -y dreamd-mcp         # MCP server (stdio)

First run prompts once. Press y, or keep using npx -y dreamd-mcp.

The moment it earns its name

~/project $ npx -y dreamd-mcp init

# Claude Code, Tuesday:
you   > axum keeps blowing up when I unwrap in route handlers
claude> filed under rust::error_handling::axum_rejection

# Cursor, Friday, fresh session:
you   > why is this build failing?
cursor> You're unwrapping in a route handler. dreamd has a
        lesson from Tuesday: axum needs IntoResponse on
        custom Error types. Try `?` and a typed error.

No re-explaining. No re-pasting. Same .agent/ folder, every harness.

Related MCP server: local-agent-context

Install

npm (recommended)

npx -y dreamd-mcp init
npx -y dreamd-mcp

Requires a project root sentinel (.git/, Cargo.toml, package.json, or pyproject.toml).

Cargo / from source

git clone https://github.com/botzrDev/dreamd.git
cd dreamd
cargo install --path crates/dreamd-cli

See CONTRIBUTING.md for the full dev setup.

Quick start (< 30 seconds)

If ~/your-project is a brand-new folder, run git init first (or make sure it contains one of the supported root sentinels).

cd ~/your-project
npx -y dreamd-mcp init

# Terminal 1: shared daemon (recommended when several agents write)
dreamd watch

# Terminal 2: MCP server for your harness
npx -y dreamd-mcp

Ask the agent to search memory for something you just learned. It calls search_nodes and recalls prior context.

cat .agent/episodic/AGENT_LEARNINGS.jsonl
dreamd doctor

Adapters: Claude Code · Cursor

What dreamd writes

dreamd init is idempotent. To uninstall from a machine — stop local servers, remove the socket, unregister the current project, clear caches — run dreamd uninstall (project .agent/ stores are left in place). Advanced, registry-only: dreamd init --uninstall-project unregisters the current project and touches nothing else.

Architecture (one paragraph)

Agents talk to dreamd over MCP (search_nodes, append_node). The MCP server proxies to a single-writer daemon (dreamd watch) over HTTP on a Unix domain socket, or runs in-process when no daemon is present. The coordinator appends to AGENT_LEARNINGS.jsonl and feeds a Tantivy BM25 index. Recall ranks hits with a query-time salience formula (BM25 × age decay × pain × importance × recurrence). Each hit carries source_harness and skill_action, so recall is attributable across harnesses. The dream cycle consolidates episodic learnings into LESSONS.md under WAL protection.

v0.1 recall is deliberately lexical (BM25 + salience). That is a scope choice, not a scoreboard claim. Semantic / embedding recall is out of scope until after v0.1.

Details: ARCHITECTURE.md · SPEC.md · docs/http-api.md

FAQ

Is this the first / only cross-harness memory? No. Other projects exist (including large ones). dreamd owns the storage-model wedge: plain files you already version-control, not a category claim.

Do I need Rust? No for the recommended path. npx -y dreamd-mcp downloads a prebuilt binary. Rust is only required if you build from source.

Where does memory live? In <project>/.agent/. The daemon and index under .agent/.dreamd/ are local and gitignored. You can read and edit the JSONL / Markdown by hand; durable appends should go through the daemon / MCP so the writer stays single-writer.

What if I want a full wipe? See Full fresh store. There is no dreamd reset --all. To uninstall dreamd itself, run dreamd uninstall — details: packages/dreamd-mcp/README.md.

Windows? Not in v0.1. Linux and macOS only. Windows lifecycle is planned for v0.1.1.

Is everything free forever? Apache-2.0 core is open. Premium may come later. Self-hosted only in v0.1 (no hosted SaaS).

More troubleshooting: docs/troubleshooting.md.

Roadmap

v0.1.1 features are intentionally not implemented or documented as shipped in v0.1 code.

Documentation

Warm recall latency numbers (local Criterion benches) live in PERF.md if you want them. They are not the product pitch.

Status

v0.1 targeting 2026-08-09. Daemon commands available today: init, dream, doctor, mcp, watch, reset workspace, version. npm package: dreamd-mcp (floating: npx -y dreamd-mcp). Linux and macOS.

State-Drift benchmark (Oct 2026)

A separate, reproducible eval measuring whether memory systems correctly update superseded facts. dreamd is one row in the table, published regardless of placement. Conflict of interest is disclosed; configs use each maintainer's documented defaults; raw outputs are committed for audit. Methodology: scripts/benchmark/README.md.

Platforms

v0.1: Linux and macOS. Windows in v0.1.1.

Contributing

See CONTRIBUTING.md. By participating you agree to the Code of Conduct. Security reports: SECURITY.md (do not open a public issue for vulnerabilities).

License

Apache-2.0. See LICENSE and NOTICE.