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thedotmack/claude-mem DBs · Category
Trending Databases repositories
The full ecosystem in one list: SQL engines, NoSQL stores, vector databases for AI search, time-series engines, columnar / analytical databases, and the embedded engines (SQLite, DuckDB) bridging in-process queries with distributed systems. The leaderboard mixes them because adoption mixes them — a Postgres + pgvector stack competes with a dedicated vector engine for the same use case, and the score lets both rank fairly. The community keeps consolidating around Postgres + extensions as the default for most workloads, with the long tail of specialised engines (vector, time-series, graph) earning slots by being meaningfully better at one thing. The AI-tooling wave drove heavy investment into vector engines and embedded databases — they rank alongside the historical SQL incumbents because that's where the live momentum is. Reading the list, the most useful filter is workload shape: transactional, analytical, vector-heavy, time-series-heavy, or general-purpose.
Live · top 40 repos · sorted by momentum across 24H
LIVE · 36m| # | Repository | Stars | 24h | 7d | 30d | Trend | Mentions | Actions |
|---|---|---|---|---|---|---|---|---|
| 01 |  lancedb/lancedb Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less. | 11K | +9+0.1% | +63+0.6% | +277+2.6% |   live on X / Twitter | ||
| 02 |  milvus-io/milvus Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search | 45.4K | +6+0.0% | +108+0.2% | +455+1.0% | | ||
| 03 |  tursodatabase/turso A SQL database in Rust: SQLite-compatible, now also speaking Postgres (experimental). The LLVM of databases. | 23.4K | +3+0.0% | +212+0.9% | +1K+4.6% |  live on X / Twitter | ||
| 04 |  prometheus/prometheus The Prometheus monitoring system and time series database. | 65.3K | +3+0.0% | +94+0.1% | +679+1.1% | live on X / Twitter | ||
| 05 |  anomalyco/models.dev An open-source database of AI models. | 6.1K | +3+0.0% | +121+2.0% | +849+16.2% |  live on Hacker News | ||
| 06 |  topoteretes/cognee Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. | 29.4K | — | +862+3.0% | +5.6K+23.6% | live on X / Twitter | ||
| 07 |  weaviate/weaviate Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database. | 16.7K | +2+0.0% | +35+0.2% | +223+1.4% | | ||
| 08 |  redis/redis For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine. | 75.7K | +3+0.0% | +125+0.2% | +645+0.9% | live on Hacker News | ||
| 09 |  FalkorDB/FalkorDB A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG). | 4.8K | — | +23+0.5% | +165+3.5% | live on X / Twitter | ||
| 10 |  pingcap/tidb 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. | 40.3K | -1-0.0% | +24+0.1% | +157+0.4% | | ||
| 11 |  kenn-io/roborev Continuous background code review database for agents, work faster and smarter with accountability for every line of generated code. | 1.6K | +2+0.1% | +20+1.3% | +129+8.9% | live on X / Twitter | ||
| 12 |  multigres/multigres Vitess for Postgres | 2.5K | +2+0.1% | +15+0.6% | +89+3.7% | live on Hacker News | ||
| 13 |  Evokoa/pgGraph Open-source graph database superpowers for your existing Postgres data. | 564 | +1+0.2% | +19+3.5% | +77+15.8% | live on Hacker News | ||
| 14 |  Dicklesworthstone/frankengraphdb A blank-slate, memory-safe, ultra-high-performance property-graph database in Rust — unified MVCC/time-travel/branches/replication over a fountain-coded commit stream, WCO+factorized execution, incremental everything, and deterministic auditable results. | 19 | +1+5.6% | +3+18.8% | +19 | | ||
| 15 |  taovietducofficial/SQL-MySQL-Student A student project repository for learning and practicing SQL/MySQL with Java, JavaScript, and Python examples. | 9 | +1+12.5% | — | — | | ||
| 16 |  DitchBreakerWish/FIFA-Ultimate-Editor- Ultimate modding editor for EA Sports FC / FIFA games with texture, mesh, audio, and database editing capabilities. | 71 | — | +71 | +71 | | ||
| 17 |  Torusnokindle/FIFA-All-in-One-Editor All-in-one modding editor for EA Sports FC / FIFA with complete texture, mesh, audio, database, kit, and face editing. | 71 | — | +71 | +71 | | ||
| 18 |  nexirdb/nexir-mvcc-core Standalone, deterministic MVCC engine for building transactional key-value databases in Rust — timestamp-ordered versions, two-phase intent transactions, guarded writes, and incremental GC. The open-source core of the Nexir database. | 37 | — | +1+2.8% | +37 | | ||
| 19 |  accd/verchestra Verified, portable AI software-delivery harness with policy gates, read-only data probes, signed evidence, and human review. | 5 | — | — | — | | ||
| 20 |  HelixDB/helix-db HelixDB is an OLTP graph-vector database built in Rust on Object Storage. | 5.7K | +4+0.1% | +25+0.4% | +176+3.2% | live on Hacker News | ||
| 21 |  zaber-dev/laravel-cooldown Application-level cooldown management for Laravel with cache & database drivers, Eloquent integration, middleware, and a fluent API. | 32 | +1+3.2% | +9+39.1% | +32 | | ||
| 22 |  zeus-panel/ZEUS-PANEL A high-performance, serverless VLESS network proxy management panel deployed natively on Cloudflare Workers & D1 SQL Database. | 593 | — | — | — | live on X / Twitter | ||
| 23 |  Pawan1702/Navicat-Premium-Enterprise-Tools Multi-Database Management Tool 2026 Premium with Visual Builder | 56 | — | — | — | live on X / Twitter | ||
| 24 |  ylytdeng/wechat-decrypt WeChat 4.0 database decryptor - extract keys from memory, decrypt SQLCipher 4 databases, real-time message monitor | 4.6K | +23+0.5% | +130+2.9% | +544+13.4% | live on X / Twitter | ||
| 25 |  Holetenexplode/FIFA-Master-Editor Master modding editor for EA Sports FC / FIFA with complete texture, mesh, audio, and database editing suite. | 71 | — | +71 | +71 | | ||
| 26 |  syuaib0724-dot/FC26-Mod-Editor-X Advanced mod editor for EA Sports FC 26 with career mode tools, database editor, and live editing. | 71 | — | +71 | +71 | | ||
| 27 |  Naturalyabraid/FIFA-Database-Editor-Pro Professional database editor for EA Sports FC / FIFA with player attribute, team, and league editing capabilities. | 69 | — | +69 | +69 | | ||
| 28 |  RankApothecary/FIFA-Pro-Mod-Tool Professional modding tool for EA Sports FC / FIFA with advanced texture, mesh, and database editing features. | 59 | — | +68 | +68 | | ||
| 29 |  0xtbug/unofficial-pddikti-api Reverse-engineered API for PDDIKTI — Indonesian Higher Education Database. Provides access to universities, study programs, lecturers, and students data. | 58 | — | +24+70.6% | +57+5700.0% | | ||
| 30 |  Maxteabag/sqlit A user friendly TUI for SQL databases. Written in python. Supports SQL server, Mysql, PostreSQL, SQLite, Turso and more. | 4.5K | — | +12+0.3% | +117+2.6% | live on X / Twitter | ||
| 31 |  almeidazs/better-drizzle ORM, but better | 293 | — | — | — | | ||
| 32 | zaber-dev/laravel-quota Application-level quota management for Laravel with calendar periods, Eloquent integration, middleware, and multiple storage backends. | 96 | — | — | — | live on X / Twitter | ||
| 33 |  jimhy/engram Brain-inspired long-term memory for Claude Code — tiered, self-forgetting, auto-consolidating. Injects relevant memory at session start and consolidates at session end. One Rust binary, zero deps, no ▎ vector DB. | 7 | — | — | — | live on X / Twitter | ||
| 34 |  Silentmuindicate/sqlite-pro SQLite Pro (2026) is the premier utility for advanced database management and seamless SQL development. Experience high-speed data queries and fully optimized tools for elite backend performance. | 7 | — | +21 | +23 | live on X / Twitter | ||
| 35 |  Siddhant-K-code/distill Context intelligence layer for LLM agents: persistent memory with write-time dedup, sensitivity tagging, conflict detection, and hierarchical decay. ~12ms. No LLM calls. MIT. | 174 | — | — | +3+1.8% | live on X / Twitter | ||
| 36 |  analyticsdurgesh/DBT-Project-Pipeline Public Snowflake and dbt pipeline transforming Blinkit retail sales data into staging and mart analytics models. | 24 | — | — | — | live on X / Twitter | ||
| 37 |  Forgis-Labs/FactoryNet Large-scale industrial time-series dataset. 23k+ episodes, 6 embodiments, 27 anomaly types, unified S-E-F-C schema. ICML 2026. | 15 | — | — | +3+25.0% | live on X / Twitter | ||
| 38 |  Sujalogy/dbwarden-sujal The access-control cockpit for databases — manage users, roles & privileges visually. No SQL required. | 6 | — | — | — | | ||
| 39 | pingcap/autoflow pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai | 3K | — | +14+0.5% | +167+6.0% | | ||
| 40 |  sqlchat/sqlchat Chat-based SQL Client and Editor for the next decade | 5.8K | — | +10+0.2% | +38+0.7% | |
▌ Databases — frequently asked questions
What are the best Databases projects right now?
As of July 27, 2026, the top-ranked open-source Databases projects on TrendingRepo are lancedb/lancedb, milvus-io/milvus, tursodatabase/turso, prometheus/prometheus, and anomalyco/models.dev — ordered by a cross-source momentum score, not raw star count.
What counts as Databases?
Databases covers sQL, NoSQL, vector, time-series, and analytical databases. TrendingRepo classifies each repository automatically from its GitHub topics, name, description and owner.
How does TrendingRepo rank Databases repos?
Each repo gets a 0-100 momentum score combining 24h / 7d / 30d star velocity, fork growth, contributor churn, commit freshness and release cadence, with cross-source mention signals layered on top and anti-spam dampening applied.
How many Databases repos does TrendingRepo track?
40 projects are currently tracked in the Databases category, refreshed continuously as new repos break out across the signal sources.
How often is this list updated?
Roughly every 20 minutes. Automated collectors re-scan GitHub, Hacker News, X, Bluesky, Product Hunt, Dev.to and more, then recompute the rankings — so the leaderboard reflects momentum within the last hour.