1.memvid / memvid
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
- ai
- context
- embedded
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- knowledge-base
- knowledge-graph
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Ranked by Attention Score: stars gained over the last 7 complete days
1–100 of 225 by Attention Score · Oct 28, 2026 – Nov 3, 2026 (UTC)
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
🚀 自托管的抖音、TikTok、B 站数据采集与无水印视频下载 API,支持 AI agent 通过 MCP 调用与离线语音转文字,Docker 一键部署。| Self-hosted TikTok, Douyin & Bilibili scraper and no-watermark video downloader — async REST API, MCP server for AI agents, CLI and web console, plus offline speech-to-text for downloaded videos. Self-healing identity pool, PostgreSQL archive, one docker compose up.
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
The Prometheus monitoring system and time series database.
ClickHouse® is a real-time analytics database management system
Free implementation of Play Services
VictoriaMetrics: fast, cost-effective monitoring solution and time series database
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Free universal database tool and SQL client
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
MCP Toolbox for Databases is an open source MCP server for databases.
Dolt – Git for Data
Automation engine to build, test and ship any codebase. Runs locally, in CI, or directly in the cloud
JuiceFS is a distributed POSIX file system built on top of Redis and S3.
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
The financial transactions database designed for mission critical safety and performance.
Grist is the evolution of spreadsheets.
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
The most popular Kubernetes Operator for PostgreSQL.
LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.
Fully transparent SSH, HTTPS, Kubernetes, database and RDP/VNC bastion/PAM that doesn't need additional client-side software
Search infrastructure for AI
Embeddable Postgres with real-time, reactive bindings.
Change data capture for a variety of databases. Please log issues at https://github.com/debezium/dbz/issues.
🔎 Open source distributed and RESTful search engine.
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
Official successor to conduwuit
Apache Doris is a real-time analytics and hybrid search database for AI agents.
The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.
PostgreSQL backup tool with Point-In-Time-Recovery and restore verification
Neon: Serverless Postgres. We separated storage and compute to offer autoscaling, code-like database branching, and scale to zero.
Streaming replication for SQLite.
Enterprise-Grade OSS PostgreSQL Distribution with HA, PITR, IaC, Monitor, 12 kernel forks and 575 PG extensions. Best-of-breed products integrated as a platform. Self-host Postgres like a Pro!
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
A lightweight, lightning-fast, in-process vector database
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.
Scalable real-time messaging server in a language-agnostic way. Self-hosted alternative to Pubnub, Pusher, Ably, socket.io, Phoenix.PubSub, SignalR. Set up once and forever.
QuestDB is a high performance, open-source, time-series database
FoundationDB - the open source, distributed, transactional key-value store
Cloud-native OSS search engine for observability
🧰 The Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.
Open Source, Google Zanzibar-inspired database for scalably storing and querying fine-grained authorization data
Open-source ETL/ELT you deploy on your own servers or cloud. Built on DuckDB: no-code/low-code visual pipelines or SQL, 385 components, dbt, CDC, data quality, reverse ETL, lineage, MCP for AI agents. No vendor cloud, no per-row billing.
An open source multi-tool for exploring and publishing data
Empower your hosting business with FOSSBilling, the free and open-source solution for efficient billing and client management.
Distributed reliable key-value store for the most critical data of a distributed system
A distributed, fast open-source graph database featuring horizontal scalability and high availability
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
Docker-based local PHP+Node.js web development environments
Scalable datastore for metrics, events, and real-time analytics
Open-source and local-first Slack and Notion alternative that puts you in control of your data
mall-swarm是一套微服务商城系统,采用了 Spring Cloud Alibaba、Spring Boot 3.5、Sa-Token、MyBatis、Elasticsearch、Docker、Kubernetes等核心技术,同时提供了基于Vue的管理后台方便快速搭建系统。mall-swarm在电商业务的基础集成了注册中心、配置中心、监控中心、网关等系统功能。
OceanBase is the unified distributed database for the AI era — open-source, multi-model, one engine for your most demanding workloads.
Flyway by Redgate • Database Migrations Made Easy.
Cloud Database Manager
Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
The official home of the Presto distributed SQL query engine for big data
Open source transactional distributed database. Linear scalability and proven fault-tolerance on commodity hardware or cloud infrastructure without compromising performance.
the portable Python dataframe library
Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.
Apache DataFusion Ballista Distributed Query Engine
Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.
Vitess is a database clustering system for horizontal scaling of MySQL.
Distributed transactional key-value database, originally created to complement TiDB
Fast key-value DB in Go.
Low-code platform allows you to build business apps, enables you to quickly create internal tools such as dashboard, crud app, admin panel, crm, cms, etc. Supports PostgreSQL, MySQL, Supabase, GraphQL, MongoDB, MSSQL, Rest API, Hugging Face, Redis, etc. Automate workflows with schedule or webhook. Open source Retool.
Apache Beam is a unified programming model for Batch and Streaming data processing.
Coroot is an open-source observability and APM tool with AI-powered Root Cause Analysis. It combines metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections.
An AI-powered next-generation open source real-time observability system.
Seamless multi-primary syncing database with an intuitive HTTP/JSON API, designed for reliability
This Ansible collection provides battle tested hardening for Linux, SSH, nginx, MySQL
Distributed stream processing engine in Rust
Apache Kvrocks is a distributed key value NoSQL database that uses RocksDB as storage engine and is compatible with Redis protocol.
Portabase - Database backup & restore tool for PostgreSQL, MySQL, MsSQL, MariaDB, Firebird SQL, SQLite, MongoDB, Redis, Files and Docker Volume
A Minimalistic Wrapper for IndexedDB
Event streaming platform for agentic AI. Continuously ingest, transform, and serve event streams in real time, at scale.
Automatically generates beautiful and easy-to-read ER diagrams from your database.
💎 Robust job processing in Elixir, backed by modern PostgreSQL, SQLite3, and MySQL
Fast and exact implementation of the C++ from_chars functions for number types: 4x to 10x faster than strtod, part of GCC 12, MySQL, DuckDB, Chromium, Redis and WebKit/Safari
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
PRQL is a modern language for transforming data — a simple, powerful, pipelined SQL replacement
A library for debugging android databases and shared preferences - Make Debugging Great Again
The Official Golang driver for MongoDB
Arkime is an open source, large scale, full packet capturing, indexing, and database system.
Asynchronous Python framework for event-driven services. A thin client for Kafka, RabbitMQ, NATS, Redis and MQTT with full access to native broker features, plus AsyncAPI docs, in-memory tests and observability out of the box.
Where data access meets operational intelligence
Native PostgreSQL driver for the Rust programming language
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
high-performance graph database for real-time use cases
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
Type safe SQL builder with code generation and automatic query result data mapping
One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code
Production-ready C++ Asynchronous Framework with rich functionality