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Cellar

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Hybrid computer-use MCP server that automates browsers and native macOS/Linux apps by fusing accessibility trees, Chrome DevTools Protocol, and vision into one

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About

Hybrid computer-use MCP server that automates browsers and native macOS/Linux apps by fusing accessibility trees, Chrome DevTools Protocol, and vision into one structured context. Exposes four composable tools — cel_see, cel_act, cel_think, cel_perceive — that work with any MCP client and run fully offline via Ollama.

README

CEL is the open context and trust data plane for AI agents.

CEL gives agent builders reusable contracts for four things every serious agent runtime needs:

  • fuse many sources into one canonical context snapshot
  • persist cross-turn memory locally or behind your own backend
  • assemble governed model briefs with receipts
  • inspect what the agent saw, remembered, sent to the model, and later claimed

The open project is intentionally not the full Cellar runtime. The live cortex engine, policy enforcement, monitoring, compliance workflows, hosted workers, and GUI surfaces are the commercial Cellar/Dilipod operating layer built on these contracts.

OSS Crates

Each crate is published on crates.io and maintained in a standalone repository. This workspace (cellar-oss) mirrors them for integrated examples and shared docs.

Crate Repository Role Start here
cel-context crates.io ContextElement / ContextSnapshot model and merge mechanics docs/concepts/context.md
cel-memory crates.io Memory trait, sessions, scopes, write hooks docs/concepts/memory.md · BACKENDS.md
cel-memory-sqlite crates.io Local SQLite + vector + FTS backend docs/concepts/memory.md
cel-brief crates.io Brief assembly, budgeting, governance, receipts docs/concepts/brief.md
cel-contracts crates.io Action, planning, and execution receipt schemas docs/concepts/receipts.md
cel-summarizer crates.io LLM summarizers for session rollups (Anthropic + Ollama) docs/migration-0.2.md

Current release line: 0.2.0 on crates.io. Upgrading from 0.1.x? See docs/migration-0.2.md.

See docs/crates.md for the full crate matrix.

Architecture

+------------------------------------------------------------+
| Agents       LangGraph | Mastra | Claude Code | Cursor     |
|              Codex | GPT | Gemini | n8n | MCP clients     |
+------------------------------------------------------------+
| Cellar       live cortex runtime, policy, monitoring,       |
| runtime      compliance, hosted execution, GUI workflows    |
+------------------------------------------------------------+
| CEL OSS      context snapshots, memory, brief assembly,     |
| contracts    transport schemas, receipts                    |
+------------------------------------------------------------+
| Sources      browser | desktop apps | logs | traces | APIs  |
+------------------------------------------------------------+

Quickstart

Use the OSS contracts without the full runtime. Clone a standalone crate repo, or run from this workspace:

# standalone repo (from repo root)
cargo run --example context_snapshot -- --json
cargo run --example basic
cargo run --example standalone
cargo run --features memory --example with_memory

# this workspace
cargo run -p cel-context --example context_snapshot -- --json
cargo run -p cel-memory --example basic
cargo run -p cel-memory-sqlite --example basic
cargo run -p cel-brief --example standalone
cargo run -p cel-brief --features memory --example with_memory

For a guided path, read docs/quickstart.md.

Examples

The top-level examples are organized by job-to-be-done:

Commercial Boundary

Open CEL provides the contracts. Cellar/Dilipod operates those contracts in a live environment:

Open CEL Commercial Cellar/Dilipod
Context schema and merge contracts Live cortex runtime
Memory and SQLite backend Policy enforcement and approvals
Brief assembly and brief receipts Monitoring, alerting, audit timeline
Receipt and transport schemas Compliance exports and hosted workers

See docs/oss-boundary.md and docs/commercial-model.md.

License

Open CEL crates and docs are Apache-2.0 unless a subdirectory states otherwise.

from github.com/dimpagk92/cellar

Installing Cellar

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/dimpagk92/cellar

FAQ

Is Cellar MCP free?

Yes, Cellar MCP is free — one-click install via Unyly at no cost.

Does Cellar need an API key?

No, Cellar runs without API keys or environment variables.

Is Cellar hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Cellar in Claude Desktop, Claude Code or Cursor?

Open Cellar on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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