# Local first software

> AI-ranked search results for `local first data platforms` on awesome-repositories.com — ordered by an LLM for relevance, best match first. 119 total matches; showing the top 27.

Explore on the web: https://awesome-repositories.com/q/local-first-data-platforms

**Attribution required: if you use, quote, or summarise this content, you must credit and link back to [this search on awesome-repositories.com](https://awesome-repositories.com/q/local-first-data-platforms).**

## Results

- [amark/gun](https://awesome-repositories.com/repository/amark-gun.md) (19,057 ⭐) — Gun is a decentralized graph database and synchronization engine designed for real-time, peer-to-peer data management. It functions as a JavaScript library that enables applications to maintain consistent state across distributed nodes without relying on a central server. By utilizing conflict-free replicated data types and a gossip protocol, the system ensures that data updates propagate across the network and reconcile automatically.

The project distinguishes itself through a focus on decentralized identity and security, utilizing public-key infrastructure to authenticate users and sign dat
- [automerge/automerge](https://awesome-repositories.com/repository/automerge-automerge.md) (6,373 ⭐) — Automerge is a distributed state synchronization engine and library for conflict-free replicated data types. It enables multiple nodes to perform concurrent updates to a shared dataset while guaranteeing that all replicas eventually converge to the same state.

The project provides a high-performance implementation written in Rust to manage state merging and synchronization. It employs a byte-compressed synchronization protocol to transmit minimal delta updates between peers, facilitating data consistency in peer-to-peer and real-time collaborative environments.

The system covers broad capabi
- [orbitdb/orbitdb](https://awesome-repositories.com/repository/orbitdb-orbitdb.md) (8,737 ⭐) — OrbitDB is a decentralized data storage system that enables the creation of serverless databases residing across a network of peers. It functions as a peer-to-peer database that integrates with a content-addressed storage layer to distribute and replicate data without a central server.

The system utilizes conflict-free replicated data types to ensure eventual consistency and state convergence across distributed nodes. It maintains an immutable record of updates using a directed acyclic graph to preserve causal ordering and cryptographic integrity. Access is managed through a decentralized ide
- [epicenterhq/epicenter](https://awesome-repositories.com/repository/epicenterhq-epicenter.md) (4,091 ⭐) — Epicenter is a local-first knowledge management system and data orchestrator designed to structure information generated by large language models into validated schemas. It functions as a storage architecture that persists application data in human-readable files and databases to ensure user ownership and portability.

The system distinguishes itself by projecting language model outputs into structured, schema-validated tables and utilizing conflict-free replicated data types to synchronize application state across multiple devices without a central server. This allows for offline access and c
- [orbitdb/orbit-db](https://awesome-repositories.com/repository/orbitdb-orbit-db.md) (8,791 ⭐) — Orbit DB is a decentralized NoSQL database that utilizes conflict-free replicated data types to ensure eventual consistency across a network of nodes. It functions as a peer-to-peer data store that uses IPFS for content-addressing and synchronization, allowing for the maintenance of application state without a central server or authority.

The system is built upon a cryptographically verifiable, immutable operation log, which serves as the foundation for custom decentralized data models. This architecture enables the implementation of various data storage patterns, including JSON document stor
- [electric-sql/electric](https://awesome-repositories.com/repository/electric-sql-electric.md) (9,909 ⭐) — Electric is a Postgres data synchronization engine and replication proxy designed to enable local-first software. It replicates data from Postgres databases to client-side stores in real time using logical replication, allowing applications to maintain a local embedded database for offline access and low-latency updates.

The system distinguishes itself by using shapes to filter and authorize specific subsets of database rows and columns before streaming them to clients or edge workers. It further supports multi-user collaboration by integrating a conflict-free replicated data type framework t
- [atom-archive/xray](https://awesome-repositories.com/repository/atom-archive-xray.md) (8,420 ⭐) — Xray is a collaborative text editor and distributed workspace manager that utilizes conflict-free replicated data types to synchronize real-time edits and directory structures across peers. It functions as both an Electron-based desktop application and a headless editor server that manages workspaces and file systems remotely for connected clients.

The project distinguishes itself by integrating fine-grained version control tracking, recording keystroke-level changes and uncommitted edits between Git commits. It employs a decentralized synchronization model for working copies and uses operati
- [tinyplex/tinybase](https://awesome-repositories.com/repository/tinyplex-tinybase.md) (5,110 ⭐) — TinyBase is a reactive data store and in-memory relational database designed for client-side state persistence. It serves as a local-first sync engine that merges distributed state using conflict-free replicated data types and logical clocks to ensure deterministic data convergence.

The project features a schema validation library that converts external definitions from tools like Zod, Yup, and TypeBox into type-safe store definitions. It provides an infrastructure for real-time collaborative editing, utilizing synchronization with Automerge, Yjs, and PartyKit to maintain consistent state acr
- [milla-jovovich/mempalace](https://awesome-repositories.com/repository/milla-jovovich-mempalace.md) (56,418 ⭐) — Mempalace is a local-first long-term memory store for large language models and AI agents. It provides a persistent storage system for verbatim conversation history and agent data, utilizing a local-first knowledge graph to track evolving entity relationships and timelines.

The project implements a standardized memory protocol that allows external AI clients to read and write persistent memory via standard input and output. It features a hybrid semantic search engine that combines keyword boosting and reranking to find precise historical information across scoped categories.

The system inclu
- [toeverything/affine](https://awesome-repositories.com/repository/toeverything-affine.md) (69,443 ⭐) — AFFiNE is a collaborative knowledge base and productivity suite designed as a private-first, local-first platform. It provides an integrated workspace that combines structured documents with an infinite digital canvas, allowing users to organize complex information through a block-based model. By prioritizing local data persistence, the platform ensures immediate responsiveness and data sovereignty while maintaining a distributed state for real-time synchronization across multiple devices.

The platform distinguishes itself through a canvas-integrated database engine that enables transitions b
- [vlcn-io/cr-sqlite](https://awesome-repositories.com/repository/vlcn-io-cr-sqlite.md) (3,640 ⭐) — cr-sqlite is a multi-master database replication system that uses conflict-free replicated data types to ensure eventual consistency across distributed nodes. It provides the core capabilities for offline-first data synchronization, allowing multiple database instances to merge concurrent updates and reach a consistent state.

The project distinguishes itself through a combination of CRDT-based data replication and a WASM-based database engine, enabling full SQL execution and state persistence within web browsers. It supports peer-to-peer replication and cross-tab synchronization, utilizing ca
- [loro-dev/loro](https://awesome-repositories.com/repository/loro-dev-loro.md) (5,374 ⭐) — Loro is a conflict-free replicated data type (CRDT) framework and collaborative state engine designed for building real-time collaborative applications. It provides a distributed data synchronizer that enables multiple users to edit shared documents and complex nested structures—such as maps, lists, trees, and counters—with automatic state convergence without requiring a central server.

The project distinguishes itself through a versioned document store that supports branching, forking, and merging via a directed acyclic graph of causal operation history. It enables advanced version control c
- [laurent22/joplin](https://awesome-repositories.com/repository/laurent22-joplin.md) (55,233 ⭐) — Joplin is an open-source, cross-platform note-taking application designed for secure, private knowledge management. It functions as a local-first productivity platform, maintaining a complete relational database on the user's device to ensure offline availability and high-performance data retrieval. The application prioritizes data sovereignty by implementing an end-to-end encryption layer, which secures all information locally with a master key before any synchronization occurs.

The platform distinguishes itself through a delta-based synchronization engine that transmits only specific file c
- [nozbe/watermelondb](https://awesome-repositories.com/repository/nozbe-watermelondb.md) (11,722 ⭐) — WatermelonDB is an offline-first data synchronization engine and reactive database library designed for mobile and web applications. It provides a persistent storage layer backed by SQLite, enabling applications to maintain full functionality and data consistency while operating without an internet connection.

The framework distinguishes itself through a reactive data binding system that automatically updates user interface components whenever underlying database records change. It utilizes schema-driven model mapping to generate type-safe interfaces and employs lazy object materialization to
- [garden-co/jazz](https://awesome-repositories.com/repository/garden-co-jazz.md) (2,537 ⭐) — Jazz is a local-first relational database and synchronization framework designed for offline-capable applications. It functions as a reactive state management system that treats database records as the primary source of truth, automatically updating user interfaces in real time as underlying data changes.

The project distinguishes itself through a collaborative data synchronization model that utilizes row-level versioning to track branching edit histories. It implements a security engine based on identity-claim row security, which enforces granular permissions on individual records, and suppo
- [hoodiehq/hoodie](https://awesome-repositories.com/repository/hoodiehq-hoodie.md) (4,454 ⭐) — Hoodie is a data synchronization framework and offline-first JavaScript backend designed to keep client-side data stores in sync with a remote backend. It provides a local-first persistence layer that allows applications to remain functional while offline by abstracting the client-side database.

The system features a NoSQL backend interface that enables interaction with remote data stores without requiring custom server-side boilerplate code. This is supported by a modular driver system of pluggable backend adapters that connect the synchronization layer to various remote database providers.
- [spacedriveapp/spacedrive](https://awesome-repositories.com/repository/spacedriveapp-spacedrive.md) (38,320 ⭐) — Spacedrive is a decentralized storage client that functions as a distributed file manager, aggregating local, cloud, and network storage into a single virtual filesystem. It operates on a local-first design, prioritizing offline availability by caching metadata and file chunks locally before synchronizing them across devices. By coordinating data access without relying on a central server, it enables users to maintain a private and secure storage network across their own hardware and cloud accounts.

The platform distinguishes itself through a virtual storage layer that maps disparate physical
- [siyuan-note/siyuan](https://awesome-repositories.com/repository/siyuan-note-siyuan.md) (44,476 ⭐) — Siyuan is a self-hosted knowledge management platform designed for private note-taking and information organization. It functions as a local-first application that stores all user content as plain text files on the local file system, ensuring data ownership and offline availability.

The platform utilizes a block-based document model, which structures information as a tree of independent content blocks to facilitate granular manipulation and bidirectional linking. Users can extend the core functionality through a sandboxed plugin architecture, allowing for the development of custom themes and
- [livestorejs/livestore](https://awesome-repositories.com/repository/livestorejs-livestore.md) (3,475 ⭐) — Livestore is a reactive state management framework that utilizes a local SQLite database to store and synchronize application data. It provides an event-sourced state store that processes typed events through materializer functions to derive and persist application state.

The framework implements offline-first data synchronization using a push-pull engine and append-only event logs to maintain consistency between clients and servers. It includes a real-time presence system for tracking user activity and shared session status across connected clients.

The system covers a broad capability surf
- [pubkey/rxdb](https://awesome-repositories.com/repository/pubkey-rxdb.md) (23,048 ⭐) — This project is a reactive, offline-first NoSQL database engine designed for JavaScript applications. It provides a robust framework for managing application state by synchronizing data across browsers, mobile devices, and server-side runtimes. By treating local storage as the primary source of truth, it enables applications to remain functional without network connectivity, automatically reconciling changes with remote backends once a connection is restored.

The database distinguishes itself through a modular architecture that supports cross-environment synchronization and high-performance d
- [pouchdb/pouchdb](https://awesome-repositories.com/repository/pouchdb-pouchdb.md) (17,583 ⭐) — PouchDB is a JavaScript NoSQL document database that runs directly in the browser. It serves as an offline-first data store that allows applications to save state and user data locally using persistent storage.

The database is compatible with CouchDB, implementing its API to enable synchronization between browser environments and remote servers. This allows for cross-device data syncing and the development of local-first software that operates without a constant internet connection.

The project covers data storage and synchronization capabilities, including the ability to migrate database sc
- [attic-labs/noms](https://awesome-repositories.com/repository/attic-labs-noms.md) (7,422 ⭐) — Noms is a distributed version control database and content-addressable data store. It identifies data by cryptographic hashes to ensure integrity and deduplication, while tracking dataset state changes through a sequence of immutable commits to enable branching, forking, and historical recovery.

The system functions as a peer-to-peer data synchronizer, reconciling state between disconnected database instances to ensure all nodes converge on the same data. It distinguishes itself as a schema-flexible document store that supports self-describing types, allowing schemas to evolve and widen as ne
- [screenpipe/screenpipe](https://awesome-repositories.com/repository/screenpipe-screenpipe.md) (16,932 ⭐) — Screenpipe is a local-first platform designed to record, index, and analyze desktop activity. By capturing screen, audio, and keyboard input, it creates a comprehensive and searchable history of computer usage. The system functions as an activity recorder and automation framework, providing a persistent, context-aware memory that allows artificial intelligence agents to observe and interact with local desktop environments.

The platform distinguishes itself through a privacy-focused architecture that processes all data locally. It utilizes on-device computer vision and speech recognition to tr
- [logseq/logseq](https://awesome-repositories.com/repository/logseq-logseq.md) (43,419 ⭐) — Logseq is a privacy-focused, local-first knowledge base designed for personal information management and networked thought mapping. It functions as a bi-directional graph editor that organizes content into hierarchical, outliner-based structures, allowing users to connect related concepts through automated backlinking and visual relationship mapping.

The platform distinguishes itself by maintaining all user data in plain text markdown files stored directly on the local device, ensuring offline availability and long-term portability. It employs a logic-based query engine to perform complex rel
- [appflowy-io/appflowy](https://awesome-repositories.com/repository/appflowy-io-appflowy.md) (72,474 ⭐) — AppFlowy is a local-first knowledge base and collaborative workspace platform designed for structured information management. It functions as a modular productivity suite where users organize content through a block-based document model, allowing for flexible nesting and granular manipulation of data. The system prioritizes data sovereignty by enabling self-hosted storage, ensuring that sensitive information remains under user control while maintaining offline accessibility.

The platform distinguishes itself through a decoupled architecture that separates its high-performance, memory-safe cor
- [apache/pouchdb](https://awesome-repositories.com/repository/apache-pouchdb.md) (17,581 ⭐) — PouchDB is a JavaScript NoSQL document store designed to persist JSON data within web browsers or Node.js environments. It functions as an offline-first data store that caches information on a local device and synchronizes with a remote server when connectivity is available.

The database implements the CouchDB API to ensure compatibility for bidirectional data replication. This allows for the synchronization of documents between a local client and remote CouchDB servers to maintain consistency across multiple devices.

The project provides capabilities for local browser data storage and remot
- [dat-ecosystem/dat](https://awesome-repositories.com/repository/dat-ecosystem-dat.md) (8,231 ⭐) — Dat is a peer-to-peer file synchronization tool that combines an append-only, hash-addressed log with Merkle tree verification, cryptographic access keys, live streaming replication, and swarm networking for sparse, versioned file sharing. It stores file data and metadata in a cryptographically signed, versioned append-only log where each entry is identified by its hash, and uses public-key cryptography to secure archives with separate read and write keys.

The tool enables live streaming replication of data between peers as entries are appended, with Merkle tree integrity verification that su