mcpbeat

Databases Skills

1 633 database skills from 232 authors. They work on schemas, queries and moving data between them. Half of them fit into 2 236 tokens or less — that is what one costs your context window when the agent loads it. 285 ship runnable scripts rather than instructions alone. 7 of them cannot work without an MCP server, most often rube. We also found 383 copies of these same skills sitting in other people's repositories — counted once here, not 383 times.

1 633 unique 232 authors 712 updated this month 156 from vendors

2 236
tokens, median
what a typical one costs in context
285
ship scripts
code that runs, not instructions alone
7
need a server
most often rube
383
copies elsewhere
counted once here, not once per repository

1 153–1 200 of 1 633

page 25 of 35
Mongodb
bobmatnyc

MongoDB - NoSQL document database with flexible schema design, aggregation pipelines, indexing strategies, and Spring Data integration

6k tokens
Golang Database Patterns
bobmatnyc

Go database integration patterns using sqlx, pgx, and migration tools like golang-migrate

9k tokens
Wordpress Plugin Fundamentals
bobmatnyc

Modern WordPress plugin development with PHP 8.3+, OOP architecture, hooks system, database interactions, and Settings API

13k tokens
Supabase
bobmatnyc

Supabase open-source Firebase alternative with Postgres, authentication, storage, and realtime subscriptions. Use when building full-stack applications requiring integrated backend services with Next.js, React, or Vue.

8k tokens
Neon
bobmatnyc

Neon serverless Postgres with autoscaling, instant database branching, and zero-downtime deployments. Use when building serverless applications, implementing database branching for dev/staging, or deploying with Vercel/Netlify.

5k tokens
Digitalocean Managed Databases
bobmatnyc

DigitalOcean Managed Databases for PostgreSQL, MySQL, Redis, MongoDB, Kafka, OpenSearch, and Valkey. Use when provisioning, scaling, or operating managed database clusters on DigitalOcean.

945 tokens
Digitalocean Overview
bobmatnyc

DigitalOcean platform overview for account setup, projects, tooling (Control Panel, doctl, API, Terraform), and service selection across compute, storage, databases, networking, management, and teams. Use when onboarding or planning DigitalOcean usage.

1k tokens
Vercel Storage Data
bobmatnyc

Vercel data and storage services including Postgres, Redis, Vercel Blob, Edge Config, and data cache. Use when selecting data storage or caching on Vercel.

764 tokens
Sqlalchemy
bobmatnyc

SQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic

9k tokens
Django
bobmatnyc

Django full-featured Python web framework with batteries included (ORM, admin, auth)

9k tokens
Drizzle
bobmatnyc

Type-safe SQL ORM for TypeScript with zero runtime overhead

15k tokens
Drizzle Migrations
bobmatnyc

Migration-first database development workflow using Drizzle ORM for TypeScript/J...

3k tokens
Kysely
bobmatnyc

Kysely type-safe SQL query builder - End-to-end type safety from schema to queries, migrations, transactions, plugins

6k tokens
Prisma
bobmatnyc

Prisma ORM for TypeScript - Type-safe database toolkit with schema-first development, auto-generated client, migrations, relations, and Prisma Studio

4k tokens
Nodejs Backend
bobmatnyc

Node.js backend development with TypeScript, Express/Fastify servers, routing, middleware, and database integration

6k tokens
Tanstack Query
bobmatnyc

TanStack Query (React Query) for asynchronous server-state management with automatic caching, background refetching, optimistic updates, and pagination in React applications.

14k tokens
Vb Database
bobmatnyc

ADO.NET patterns, Entity Framework, database best practices

3k tokens
Database Migration
bobmatnyc

Safe patterns for evolving database schemas in production with decision trees and troubleshooting guidance.

11k tokens
Go Database
eduardo-sl

> migrations, query builders, and ORM usage (sqlc, GORM, ent). "database migration", "sqlc", "GORM", "ent", "prepared statement", "repository pattern". security aspects of SQL (use go-security-audit), or performance profiling of queries (use go-performance-review).

3k tokens
Eplan Development
covagashi

Develop EPLAN Electric P8 scripts, API extensions, and remote-control applications. Use when writing C# scripts for EPLAN (actions, event handlers, ribbon), accessing the EPLAN API (parts database, projects, pages), building external apps that drive EPLAN via Remote Client, or debugging EPLAN automation issues (blocking, threading, dispose). Covers EPLAN 2022–2025.

10k tokens
Postgres Nio
wendylabsinc

Expert guidance on using PostgreSQL with Swift. Use when developers mention: (1) PostgreSQL or Postgres in Swift, (2) postgres-nio library, (3) SQL queries in Swift, (4) PostgreSQL connection pooling, (5) prepared statements, (6) type-safe database access, (7) bulk loading or COPY FROM, (8) PostgresClient or PostgresConnection.

10k tokens
Hummingbird
wendylabsinc

Expert guidance on Hummingbird 2 web framework. Use when developers mention: (1) Hummingbird, HB, or Hummingbird 2, (2) Swift web server or HTTP server, (3) server-side Swift routing or middleware, (4) building REST APIs in Swift, (5) RequestContext or ChildRequestContext, (6) HummingbirdAuth or authentication middleware, (7) HummingbirdWebSocket, (8) HummingbirdFluent or database integration, (9) ResponseGenerator or EditedResponse.

14k tokens
Database Driver Design
wendylabsinc

Expert guidance on building Swift database client libraries. Use when developers mention: (1) building a database driver, (2) wire protocol implementation, (3) connection pooling design, (4) state machines for protocol handling, (5) NIO channel handlers for databases, (6) backpressure in result streaming, (7) actor executor alignment with NIO.

3k tokens
Swift Valkey
wendylabsinc

Expert guidance on using Valkey and Redis with Swift. Use when developers mention: (1) Valkey or Redis in Swift, (2) valkey-swift library, (3) RESP protocol or RESP3, (4) Redis cluster routing or hash slots, (5) pub/sub or subscriptions, (6) Redis transactions or MULTI/EXEC, (7) caching with Redis.

7k tokens
Docker Local Dev
thienanblog

Generate Docker Compose and Dockerfile configurations for local development through interactive Q&A. Supports single-app and monorepo PHP/Laravel, WordPress, Drupal, Joomla, Node.js, and Python stacks with live reload, dependency installer jobs, Nginx/reverse proxy routing, databases, Redis, queues, schedulers, and email testing. Use when designing local dev stacks that differ from optimized production images.

54k tokens scripts
Enterprise Hibernate Hbm
Jamie-BitFlight

Dasel v3 query patterns for Hibernate .hbm.xml mapping files — entity-table binding, Java property-to-column extraction, one-to-many set/list/bag relationship tracing, many-to-one foreign key discovery, batch scanning across 60+ HBM files. Use when querying Hibernate ORM class mappings, extracting schema metadata from Java persistence layer, or auditing entity-column relationships in enterprise legacy codebases.

719 tokens
Laravel Best Practices
AsyrafHussin

Laravel 13 conventions and best practices. Use when creating controllers, models, migrations, validation, services, or structuring Laravel applications. Triggers on tasks involving Laravel architecture, Eloquent, database, API development, or PHP patterns.

86k tokens
Laravel Database Optimization
AsyrafHussin

Laravel database optimization patterns. Use when writing Eloquent queries, creating migrations, configuring caching, debugging slow queries, or optimizing database performance. Triggers on tasks involving N+1 queries, indexing, Redis caching, pagination, or database transactions.

53k tokens
You Sure
ElliotJLT

| Before ANY destructive, irreversible, or high-impact action, pause and surface database changes, production deployments, mass updates, permission changes, or anything that can't easily be undone. Require explicit confirmation before proceeding. Never auto-execute dangerous operations.

2k tokens
Database Performance
ComeOnOliver

Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper.

4k tokens
Clickhouse Io
ComeOnOliver

ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.

2k tokens
Axiom Cloudkit Ref
ComeOnOliver

Use when implementing 'CloudKit sync', 'CKSyncEngine', 'CKRecord', 'CKDatabase', 'SwiftData CloudKit', 'shared database', 'public database', 'CloudKit zones', 'conflict resolution' - comprehensive CloudKit database APIs and modern sync patterns reference

4k tokens
Axiom Core Data Diag
ComeOnOliver

Use when debugging schema migration crashes, concurrency thread-confinement errors, N+1 query performance, SwiftData to Core Data bridging, or testing migrations without data loss - systematic Core Data diagnostics with safety-first migration patterns

8k tokens
Axiom Database Migration
ComeOnOliver

Use when adding/modifying database columns, encountering "FOREIGN KEY constraint failed", "no such column", "cannot add NOT NULL column" errors, or creating schema migrations for SQLite/GRDB/SQLiteData - prevents data loss with safe migration patterns and testing workflows for iOS/macOS apps

3k tokens
Axiom Grdb
ComeOnOliver

Use when writing raw SQL queries with GRDB, complex joins, ValueObservation for reactive queries, DatabaseMigrator patterns, query profiling under performance pressure, or dropping down from SQLiteData for performance - direct SQLite access for iOS/macOS

4k tokens
Axiom Ios Data
ComeOnOliver

Use when working with ANY data persistence, database, axiom-storage, CloudKit, migration, or serialization. Covers SwiftData, Core Data, GRDB, SQLite, CloudKit sync, file storage, Codable, migrations.

2k tokens
Axiom Realm Migration Ref
ComeOnOliver

Use when migrating from Realm to SwiftData - comprehensive migration guide covering pattern equivalents, threading model conversion, schema migration strategies, CloudKit sync transition, and real-world scenarios

6k tokens
Axiom Sqlitedata Ref
ComeOnOliver

SQLiteData advanced patterns, @Selection column groups, single-table inheritance, recursive CTEs, database views, custom aggregates, TableAlias self-joins, JSON/string aggregation

6k tokens
Axiom Sqlitedata
ComeOnOliver

Use when working with SQLiteData @Table models, CRUD operations, query patterns, CloudKit SyncEngine setup, or batch imports. Covers model definitions, @FetchAll/@FetchOne, upsert patterns, database setup with Dependencies.

6k tokens
Axiom Swiftdata Migration
ComeOnOliver

Use when creating SwiftData custom schema migrations with VersionedSchema and SchemaMigrationPlan - property type changes, relationship preservation (one-to-many, many-to-many), the willMigrate/didMigrate limitation, two-stage migration patterns, and testing migrations on real devices

7k tokens
Gwas Lookup
ComeOnOliver

Federated variant lookup across 9 genomic databases — GWAS Catalog, Open Targets, PheWeb (UKB, FinnGen, BBJ), GTEx, eQTL Catalogue, and more.

1k tokens
Clickhouse Best Practices
ComeOnOliver

MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 28 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.

2k tokens
Convex Backend
ComeOnOliver

Convex backend development guidelines. Use when writing Convex functions, schemas, queries, mutations, actions, or any backend code in a Convex project. Triggers on tasks involving Convex database operations, real-time subscriptions, file storage, or serverless functions.

1k tokens
Database Design
ComeOnOliver

Designs database schemas, indexing strategies, query optimization, and migration patterns for SQL and NoSQL databases. Use when designing tables, optimizing queries, fixing N+1 problems, planning migrations, or when asked about database performance, normalization, ORMs, or data modeling.

3k tokens
Optimizing Performance
ComeOnOliver

Analyzes and optimizes application performance across frontend, backend, and database layers. Use when diagnosing slowness, improving load times, optimizing queries, reducing bundle size, or when asked about performance issues.

1k tokens
Neon Automation
ComeOnOliver

Automate Neon serverless Postgres operations -- manage projects, branches, databases, roles, and connection URIs via the Composio MCP integration.

1k tokens needs MCP
Snowflake Automation
ComeOnOliver

Automate Snowflake data warehouse operations -- list databases, schemas, and tables, execute SQL statements, and manage data workflows via the Composio MCP integration.

1k tokens needs MCP
Golang Database
ComeOnOliver

Comprehensive guide for Go database access. Covers parameterized queries, struct scanning, NULLable column handling, error patterns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use this skill whenever writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite. Also triggers for database testing or any question about database/sql, sqlx, pgx, or SQL queries in Golang. This skill explicitly does NOT generate database schemas or migration SQL.

11k tokens