| # | Mod | Type | Stars | Scan | Tokens | Rating |
|---|---|---|---|---|---|---|
| 1 | explorersupabase/supabaseBuild and modify Studio Explorer surfaces, including notebooks, chats, SQL snippets, query cells, and their shared toolbar patterns. | Skill | 115k | A | 27 | — |
| 2 | supabasesupabase/agent-skillsUse when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies… | Skill | 3.0k | A | 185 | — |
| 3 | aurora-dsqlaws/agent-toolkit-for-awsProvisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans, and develops apps on serverless distributed SQL. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL migration, DDL, query plans, and SAFE SQL CONSTRUCTION … | Skill | 3.4k | A | 192 | — |
| 4 | agentic-loopprest/prestFollow this loop on every development task in this repository. For full conventions, architecture, and examples, see @.github/copilot-instructions.md (source of truth). This rule distills the workflow; do not duplicate that document. | Cursor rule | 4.6k | A | 2,115 | — |
| 5 | butterbasebutterbase-ai/butterbaseAI-native, open-source backend-as-a-service with a built-in Model Context Protocol server. Postgres, auth, storage, functions, AI gateway. | Skill | 3.0k | A | 34 | — |
| 6 | postgresql-table-designBidingCC/BuildingAIDesign a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features. | Skill | 1.9k | A | 31 | — |
| 7 | tigerfstimescale/tigerfsHow to discover, read, write, and search data in a TigerFS-mounted PostgreSQL database using file tools. | Skill | 723 | A | 27 | — |
| 8 | database-reviewervibeeval/vibecosystemPostgreSQL database specialist for query optimization, schema design, security, and performance. Use PROACTIVELY when writing SQL, creating migrations, designing schemas, or troubleshooting database performance. Incorporates Supabase best practices. | Agent | 539 | A | 48 | — |
| 9 | postgres-best-practicestimescale/pg-aiguideUse the pg-aiguide tools and skills when working with PostgreSQL, TimescaleDB, or Tiger Cloud databases. | Cursor rule | 1.9k | A | 0 | — |
| 10 | dbding113/claude-code-hubToken-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite. Runs locally from the @bytebase/dbhub npm package. | MCP server | 3.4k | A | — | — |
| 11 | Drizzle ORM TestingPramodDutta/qaskillsTesting patterns for Drizzle ORM covering migration testing, query builder testing, transaction testing, and database integration testing with PostgreSQL, SQLite, and MySQL. | Skill | 245 | A | 36 | — |
| 12 | piomin marketplacepiomin/claude-ai-spring-bootPlugin marketplace listing 1 plugin: spring-boot-template. | Plugin | 1.4k | A | — | — |
| 13 | planetscale-safe-orchestratorplanetscale/skillsMaster skill that runs the full PlanetScale safe best-practices assessment — inventory, engine review, Insights, Traffic Control, webhooks, schema recommendations, codebase instrumentation, and agent operating model — then produces a unified recommendations report. Never applies changes without explicit approval. Use… | Skill | 136 | A | 85 | — |
| 14 | mcpneondatabase/mcp-server-neonNeon's hosted MCP server: lets the agent create and manage Neon Postgres projects, branches and databases and run SQL. Remote server at mcp.neon.tech. | MCP server | 663 | A | — | — |
| 15 | qwery-agentGuepard-Corp/gfsExpert database query agent with schema awareness. Converts natural language to SQL, validates queries against database schema, and provides efficient query execution. Supports schema versioning and time-travel queries. Uses GFS branching for safe destructive operations. | Agent | 163 | A | 49 | — |
| 16 | nekiplanetscale/database-skillsGuidance for Neki, PlanetScale's distributed (sharded) Postgres. Load when working with a Neki database — connecting, data topology and shard keys, query routing and fanout, cross-shard transactions, schema changes, resharding and migration, NK013 errors — or when scaling and sharding Postgres. | Skill | 738 | A | 70 | — |
| 17 | diesel-guardayarotsky/diesel-guardLints Diesel and SQLx Postgres migrations for unsafe schema changes that lock tables or cause downtime, and authors custom Rhai checks. Use when reviewing, writing, or fixing SQL migrations, when diesel-guard reports a violation, when configuring diesel-guard.toml, or when the user mentions migration safety, table… | Skill | 122 | A | 77 | — |
| 18 | srtd-devt1mmen/srtdExpert knowledge for developing the SRTD codebase itself. Use when implementing features, fixing bugs, understanding architecture, or writing tests for SRTD internals. NOT for end users of srtd CLI. | Skill | 105 | A | 46 | — |
| 19 | pgaipostgres-ai/postgresaiMonitoring, health checks, and root cause analysis — built for humans and AI agents. | Plugin | 140 | A | — | — |
| 20 | backenlybackenly/backenlyPostgres backend your coding agent builds over MCP; destructive actions wait for a person. Runs locally from the @backenly/mcp-server npm package. Needs 3 environment variables to run. | MCP server | 85 | A | — | — |
| 21 | supabaseginoleeswan/heroSupabase's hosted MCP server: lets the agent manage projects, tables, SQL and migrations. Remote server at mcp.supabase.com. | MCP server | 60 | A | — | — |
| 22 | postgres-skillsneondatabase/postgres-skillsPostgres best practices and guidelines for coding agents. | Plugin | 54 | A | — | — |
| 23 | postgresgemini-cli-extensions/postgresConnect and interact with a PostgreSQL database and data. | Plugin | 95 | A | — | — |
| 24 | mcp-server-dbNam088/mcp-db-serverMCP server exposing Postgres, Redis, Elasticsearch, MySQL, MongoDB, and LDAP as tools, with lazy connection management, retry, circuit breaking, per-connection read-only mode, and optional database drivers. Runs locally from the mcp-server-db npm package. | MCP server | 81 | A | — | — |
| 25 | neon-typescript-sdkneondatabase/ai-rulesUse these rules to manage your Neon projects, branches, databases, and other resources programmatically using the Neon TypeScript SDK. | Cursor rule | 86 | A | 0 | — |
Want everything, not just what passes the gates? Browse the full category from any type hub, or search it. This shelf recomputes nightly from the measurements.