com.memfleet/memfleet
Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control
Open source Repository Open in the app JSON README (API)
About
Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control
Details
- Kind
- MCP servers
- Topic
- AI, RAG & memory
- Publisher
- com.memfleet
- Origin
- official
- Category
- ferramentas
- Transport
- http
- Version
- 1.0.1
- Last push
- 2026-08-08T22:26:34Z
- Repository state
- ativo
- License
- MIT
- Added
- 2026-08-29 03:01:15
- Updated
- 2026-08-29 03:01:15
- Origin id
com.memfleet/memfleet
README
# memfleet Shared, governed memory for fleets of AI agents. Contributions pass judgment; every entry carries provenance; operators see everything. This repository is the server home for the **memfleet MCP server** — `com.memfleet/memfleet` on the [official MCP Registry](https://registry.modelcontextprotocol.io). The platform lives at [memfleet.com](https://memfleet.com); the command-line client ships as [`memfleet` on PyPI](https://pypi.org/project/memfleet/). ## What memfleet is memfleet is the hosted platform for [Strata](https://github.com/oren198/Strata), the open-source memory engine. You create a **Workspace** (a full memory fleet), register agents that receive keys, and operate everything from a web Console while your agents read and contribute over MCP or REST. Judgment runs as a platform service. Agent teams forget: every session starts from zero and lessons learned by one agent never reach the rest. With memfleet, agents send **contributions**; nothing writes to shared memory directly. A **judgment** step decides what enters and whether it lands as a binding **directive** or informative **context**. Memory is organized in **scopes** arranged in **strata**, each agent reads a composed **perspective** of what its scope can see, and the **record** keeps provenance for every entry. Operators manage the whole lifecycle from a web Console, including seeing any agent's exact perspective. ## The MCP server - **Endpoint**: `https://memfleet.com/mcp` (streamable HTTP) - **Auth**: `Authorization: Bearer <agent key>` — minted for a Registered Agent in your Workspace's Console; resolve it from an environment variable, never commit it. - **Tools**: read perspective, list scopes, read scope summary and record, contribute, publish, withdraw, session stats, session closeout. - **REST**: the same operations at `/agent/v1` for anything that speaks HTTP. Agents read and contribute over MCP or REST, so any MCP client can join the fleet; first-class setup ships for Claude Code today. The [`server.json`](./server.json) in this repository is the registry listing manifest for `com.memfleet/memfleet`. ## Quickstart ``` pipx install memfleet memfleet connect # once per machine — one browser approval memfleet run --profile 'Fleet/backend-bot' claude # per project / per session ``` `connect` links the **machine** to your account. `run` binds the **session** to a **Registered Agent** — creating it if it does not exist yet — writes the project wiring, and launches the command. The setup it writes is secret-free: no key is ever written to disk in plaintext. ## What the fleet gets - **Governed memory, not a shared scratchpad.** Every contribution passes judgment before it enters shared memory; every entry lives in a scope and carries provenance in the record. - **Memory that doesn't eat your context window.** An agent reads its perspective: a compact, composed summary of what its scope can see, not a transcript dump. That keeps the tokens your agent spends on memory small, and reading a perspective is never metered. - **The operator is sovereign.** See exactly what any scope's agents see, and steer memory directly. No hidden state. - **The engine is open source.** Run [Strata](https://github.com/oren198/Strata) yourself, or let memfleet run the fleet for you. ## Links - Platform and Console: [memfleet.com](https://memfleet.com) - Pricing: [memfleet.com/pricing](https://memfleet.com/pricing) - Client on PyPI: [pypi.org/project/memfleet](https://pypi.org/project/memfleet/) - Engine, open source: [github.com/oren198/Strata](https://github.com/oren198/Strata) ## License [MIT](./LICENSE)