Directory
Databases
Reviewed resources in Databases. 294 resources listed.
HydraDB
hydradb.comA distributed graph database that stores its data in object storage such as S3, separating durable storage from a compute tier that serves queries and builds traversal indexes.
Orama
docs.orama.comA full-text, vector and hybrid search engine and RAG pipeline that runs in the browser, on a server or at the edge, with typo tolerance, facets, geosearch and a plugin system.
Rerun
rerun.ioA data layer for physical AI that logs, queries and visualizes multimodal robotics data, such as images, point clouds and joint states, in a real-time viewer while streaming the same data into training.
LanceDB
lancedb.comAn embedded retrieval library for multimodal AI data that stores and indexes vectors, text, images, and other data for vector, full-text, and SQL search at scale.
LEANN
arxiv.orgA vector database that indexes and semantically searches millions of personal documents on a laptop using about 97 percent less storage than conventional vector databases, without losing search accuracy.
txtai
neuml.github.ioAn all-in-one Python framework for semantic search, LLM orchestration and language-model workflows, built around an embeddings database that combines vector search with graph and relational storage.
Apache Doris
doris.apache.orgAn open-source, MPP real-time analytics and search database that runs fast SQL queries, accelerates queries over lakehouse table formats, and combines structured, text and vector search in one SQL engine.
Zvec
zvec.orgA lightweight, in-process vector database that embeds directly into an application for similarity search, combining dense and sparse vectors with full-text search and structured filters.
PGlite
pglite.devA WebAssembly build of Postgres packaged as a TypeScript client library, letting an application run Postgres directly in the browser, Node.js, Bun, or Deno with no other dependencies to install.
MCP Toolbox for Databases
mcp-toolbox.devAn open-source Model Context Protocol server that connects AI agents, IDEs and applications directly to databases such as PostgreSQL, MySQL, BigQuery, MongoDB and Spanner, with prebuilt tools and a framework for building custom, secured database tools.
Weaviate
weaviate.ioAn open-source, cloud-native vector database that stores objects together with their vectors, combining vector similarity search with keyword filtering, retrieval-augmented generation and reranking in one query interface.
turbovec
github.comA Rust vector index with Python bindings, built on Google Research's TurboQuant quantizer, that fits large embedding corpora in a fraction of the memory float32 storage needs.
WrenAI
getwren.aiAn open-source generative BI engine that gives AI coding agents a governed semantic layer, so natural-language questions become correct SQL and shareable dashboards across more than 20 data sources.
DB-GPT
docs.dbgpt.cnAn open-source agentic AI assistant that connects to databases, spreadsheets and knowledge bases, writes SQL and code from natural language questions, and turns the results into charts, dashboards and reports.
dbx
dbxio.comA small cross-platform database client that connects to more than 100 databases, including MySQL, PostgreSQL, SQLite, Redis, and MongoDB, with a desktop app, CLI, Docker image, built-in AI assistant, and MCP server.
Teable
teable.aiA spreadsheet-style platform, backed by real PostgreSQL, that combines data management, AI-built workflows and app building, self-hostable or used as a hosted cloud service.
Typesense
typesense.orgA fast, typo-tolerant open-source search engine, positioned as an alternative to Algolia and Elasticsearch, with support for geosearch and semantic search.
Chat2DB
chat2db.aiA free, cross-platform database client and SQL workspace that connects to 40 or more databases and lets a user bring their own AI model to generate, explain, and optimize queries.
Chroma
trychroma.comAn open-source vector database and search infrastructure for AI applications, with a small core API and an optional hosted cloud service.
Cognee
cognee.aiAn open-source memory platform that turns documents, code, and conversations into a self-hosted knowledge graph so AI agents can search and reuse what they have learned across sessions.
RocksDB
rocksdb.orgAn embeddable, persistent key-value store library optimized for flash and RAM storage, built for high write and read throughput at multi-terabyte scale.
Qdrant
qdrant.techA vector similarity search engine and vector database, written in Rust, with a production API for storing, searching and filtering vectors alongside their payload data.
Directus
directus.comDirectus wraps an existing SQL database with automatically generated REST and GraphQL APIs and a visual admin Studio, so engineers, non-technical teammates and AI agents can all work with the same live data.
drawDB
drawdb.appA browser-based database schema editor and SQL generator for building entity-relationship diagrams, exporting SQL scripts, and generating migrations.