| # | 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 | create-prprisma/ormCreates a GitHub PR with a Linear-ticket-prefixed title and a decision-led, narrative description for Prisma 8. Use when the user wants to create a pull request, open a PR, or submit changes for review. | Skill | 48k | A | 48 | — |
| 3 | bigquery-graphgoogle/adk-pythonSkill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph. Includes path finding, multi-hop traversal, topological connection, shortest path, node reachability, edge connectivity, and semantic graph queries. | Skill | 22k | A | 52 | — |
| 4 | payloadpayloadcms/payloadUse when working with Payload projects (payload.config.ts, collections, fields, hooks, access control, Payload API). Use when debugging validation errors, security issues, relationship queries, transactions, or hook behavior. | Skill | 46k | A | 43 | — |
| 5 | review-prsgoogleapis/mcp-toolboxReview a GitHub pull request in the googleapis/mcp-toolbox repo against the team's reviewer checklist: PR title/description conventions, linked issue, logic errors and unhandled edge cases, breaking changes, test coverage, docs updates, security (input handling), and new dependencies. Use whenever a maintainer asks… | Skill | 17k | A | 162 | — |
| 6 | schema-reviewspree/spreeReview a change's database impact and publish it as a visual artifact. | Command | 16k | A | 0 | — |
| 7 | dbxt8y2/dbxUse the DBX CLI to inspect DBX-managed database connections, explore schemas, run bounded read-only queries, generate DBML or schema documentation, and open tables in DBX Desktop. Use when the user asks to work with a database configured in DBX from a shell-capable AI agent. Never enable writes unless the user… | Skill | 29k | A | 74 | — |
| 8 | mirrord-db-branchingmetalbear-co/mirrordHelps users configure mirrord.json for database branching, enabling isolated database copies for safe development and testing. Use when the user wants to set up MySQL, MariaDB, PostgreSQL, MSSQL, MongoDB, Redis, DynamoDB, ClickHouse, Google Spanner, Amazon S3, turbopuffer, or generic branches, configure copy modes… | Skill | 5.4k | A | 95 | — |
| 9 | 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 | — |
| 10 | saas-builderixartz/SaaS-BoilerplateClone, verify, map, and build on top of ixartz/SaaS-Boilerplate for a user's SaaS idea. Use when a user wants to reuse SaaS Boilerplate, evaluate how their product fits it, or build product-specific pages, database schema, roles, permissions, MVP features, and launch scope on top of the boilerplate. | Skill | 7.5k | A | 75 | — |
| 11 | 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 | — |
| 12 | 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 | — |
| 13 | dbhubbytebase/dbhubGuide for querying databases through DBHub MCP server. Use this skill whenever you need to explore database schemas, inspect tables, or run SQL queries via DBHub's MCP tools (searchobjects, executesql, and the opt-in explainsql and healthcheck). Activates on any database query task, schema exploration, data retrieval… | Skill | 3.8k | A | 108 | — |
| 14 | graph-db-writessamugit83/redamonWriting to the Neo4j attack-surface graph in RedAmon: the tenant-isolation MERGE key every entity node must carry, where graph methods live (mixins, not the client), and the schema places that must be updated together. A MERGE missing the tenant key silently merges one project's data into another's. Trigger: editing… | Skill | 3.3k | A | 119 | — |
| 15 | graphjin-evaldosco/graphjinCreate, extend, run, baseline, and diagnose GraphJin agent evaluations through the graphjin eval CLI. | Skill | 3.2k | A | 27 | — |
| 16 | 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 | — |
| 17 | slidesgridaco/gridaBuild a Grida slides deck — a .canvas bundle in slides mode whose pages are SVG documents (16:9, one SVG per slide). Use when creating a presentation, pitch deck, slideshow, or talk. | Skill | 2.7k | A | 46 | — |
| 18 | omnigraphModernRelay/omnigraphOperate Omnigraph graphs and deployments. Use for .pg schemas, .gq queries, Omnigraph CLI commands, file:///s3:///az:// graph URIs, cluster.yaml, operator config, bearer-authenticated servers, graph-backed knowledge or memory, Blob values, embeddings, branches, commits, and change feeds. Apply especially before schema… | Skill | 1.9k | A | 96 | — |
| 19 | chdb-datastorechdb-io/chdbUse when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also handles reading from S3, MySQL, PostgreSQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake… | Skill | 2.9k | A | 168 | — |
| 20 | gonavi-cliSyngnat/GoNaviOperate databases through the GoNavi headless CLI — the gonavi executable shipped in verified GitHub Release archives. Covers listing/adding/importing saved connections, running SQL queries against saved connections or ad-hoc connection files, exporting result sets to csv/json/md/html/xlsx, batch-executing SQL files… | Skill | 2.1k | A | 144 | — |
| 21 | atlasariga/atlasAtlas skills for coding agents: database schema management with the Atlas CLI, guided onboarding of a project onto Atlas, the CI/CD steps of the Atlas actions, the Atlas Kubernetes Operator, and the specifics of each database: PostgreSQL, MySQL and MariaDB, SQL Server and Azure SQL, ClickHouse, Snowflake, Databricks… | Plugin | 8.8k | A | — | — |
| 22 | Addaxwgzhao/AddaxA reference guide to Addax, an open-source tool for copying data between different databases, files, and other data systems. It explains Addax's jobs, readers, writers, transformations, channels, and task groups. | Skill | 1.4k | A | 0 | — |
| 23 | 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 | — |
| 24 | prisma-driver-adapter-implementationnitrocloudofficial/nitrostackRequired reference for Prisma v7 driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter/Transaction interfaces. Contains critical contract details not inferable from code examples — including the transaction lifecycle protocol, error mapping… | Skill | 2.6k | A | 71 | — |
| 25 | knowledge_graph_skillNPC-Worldwide/npcpySkill for searching and evolving the SQLite-backed Knowledge Graph. Use this when you need structured fact/concept/link search across one or more teams, NPCs, or directory scopes. The Knowledge Graph (KG) is stored in the application's database (not YAML). It is scoped by (teamname, npcname, directorypath). Facts and… | Skill | 1.5k | A | 474 | — |
| 26 | mcpsupabase/mcpLets the agent manage Supabase projects: inspect tables, run SQL, handle migrations and read logs. Runs locally from the @supabase/mcp-server-supabase npm package. Needs 1 environment variable to run. | MCP server | 3.0k | A | — | — |
| 27 | implementing-warehouse-sourcesPostHog/posthog-fossImplement and extend PostHog Data warehouse import sources. Use when adding a new source under products/warehousesources/sources/ (or changing one there or under products/warehousesources/backend/temporal/dataimports/sources), adding datasets/endpoints to an existing source, or adding incremental sync, resumable… | Skill | 728 | A | 83 | — |
| 28 | nornicdb-knowledge-policiesorneryd/NornicDBAuthor and use NornicDB knowledge-layer policies (decay profiles, parameter bundles, promotion profiles, promotion policies) from Cypher. Use when writing CREATE/ALTER/DROP/SHOW DECAY PROFILE / PROMOTION PROFILE / PROMOTION POLICY, calling kp. procedures, or reading entity scores via decayScore() / decay() / policy()… | Skill | 924 | A | 87 | — |
| 29 | horse-database-poolingHashLoad/horseGuide for setting up thread-safe database connection pooling (FireDAC / UniDAC) in multithreaded Horse applications. | Skill | 1.4k | A | 30 | — |
| 30 | redis-jsupstash/redis-jsWork with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash/redis search extension), and all Redis data structures. Supports automatic serialization/deserialization… | Skill | 984 | A | 93 | — |
| 31 | miragestrukto-ai/mirageUse Mirage-mounted cloud, database, and local data as a virtual filesystem. | Plugin | 3.8k | A | — | — |
| 32 | fastcrudbenavlabs/fastcrudUse when building or modifying CRUD endpoints with FastCRUD (the fastcrud PyPI package) in a FastAPI project — covers FastCRUD, crudrouter, EndpointCreator, FilterConfig, JoinConfig, auto-relationship detection, the filter operator syntax (gte, in, ilike, etc.), cursor pagination, soft delete, and how to avoid N+1… | Skill | 1.6k | A | 147 | — |
| 33 | tigerfstimescale/tigerfsHow to discover, read, write, and search data in a TigerFS-mounted PostgreSQL database using file tools. | Skill | 722 | A | 27 | — |
| 34 | memorymatrixorigin/memoriaUSE WHEN working with Memoria memory tools - storing, retrieving, correcting, purging memories. | Cursor rule | 623 | A | 2,700 | — |
| 35 | sqneilotoole/sqAgent skill for the sq CLI: SLQ and native SQL, sources and handles, output formats, inspect/diff/tbl, and per-driver notes for databases and file formats. | Plugin | 2.6k | A | — | — |
| 36 | obsidian-basesallenhutchison/obsidian-geminiCreate and configure Obsidian Bases — database-like views of notes. Activate this skill when users want to create bases, write filters, formulas, or set up table/cards/list/map views. | Skill | 534 | A | 43 | — |
| 37 | laravel-boostDavid-Crty/databasementMCP server "laravel-boost" as configured in David-Crty/databasement. Runs in Docker (boost:mcp). | MCP server | 2.6k | A | — | — |
| 38 | 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 | — |
| 39 | mcp-clickhouseClickHouse/mcp-clickhouseAn MCP server for ClickHouse. Runs locally from the mcp-clickhouse Python package. Needs 16 environment variables to run. | MCP server | 903 | A | — | — |
| 40 | 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 | — | — |
| 41 | better-drizzlealmeidazs/better-drizzleWrite, review, and debug code that uses better-drizzle, the typed repository layer over Drizzle ORM 1.x (better(db), db.users.findMany, paginate, cursor, upsertMany, relation include/connect, transactions, and the rules/zod/soft-delete/timestamps/uuid/cache/tenant plugins). Use when a project imports better-drizzle… | Skill | 385 | A | 106 | — |
| 42 | arcadedbArcadeData/arcadedbConnect to your own ArcadeDB server through its built-in MCP endpoint: explore the schema, run Cypher/SQL/Gremlin queries, search vectors and full text, and update records within the permissions the server grants. | Plugin | 1.2k | A | — | — |
| 43 | 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 | — |
| 44 | fetch-dataagentscope-ai/QwenPaw-DataA workflow that turns a plain-language request for business data into a database query, runs it in a data warehouse or lake, and returns the results for analysis. | Skill | 191 | A | 276 | — |
| 45 | redisredis/mcp-redisManage and search data in Redis efficiently within Gemini CLI. | Plugin | 641 | A | — | — |
| 46 | boutiquemergesort/BoutiqueSkills for building with Boutique, a Swift persistence library for Store, @StoredValue, @SecurelyStoredValue, and SwiftUI integration. | Plugin | 1.1k | A | — | — |
| 47 | squixeduardofuncao/squixRun SQL queries across databases (Postgres, MySQL, SQLite, etc.) via the squix CLI. Use for running named queries, exploring schema, or parameterized queries. Always use -f for non-interactive output. | Skill | 275 | A | 50 | — |
| 48 | clickhouse-best-practicesClickHouse/agent-skills28 best practice rules for ClickHouse schema design, query optimization, and data ingestion — prioritized by impact. | Plugin | 563 | A | — | — |
| 49 | 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 | — |
| 50 | swiftdata-protwostraws/SwiftData-Agent-SkillWrites, reviews, and improves SwiftData code using modern APIs and best practices. Use when reading, writing, or reviewing projects that use SwiftData. | Skill | 464 | A | 34 | — |
| 51 | 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 | — | — |
| 52 | use-gfs-mcpGuepard-Corp/gfsGFS MCP Server for AI agent integration. Provides Model Context Protocol tools for database version control with automatic schema versioning. | Skill | 163 | A | 30 | — |
| 53 | hugegraph-regression-testerapache/hugegraph-aiRoute HugeGraph MCP regression testing tasks to the current public tool surface, including inspection, read-only queries, Gremlin generation, extraction, controlled import, schema validate/dry-run, safety guards, and admin-gated tool checks. | Skill | 146 | A | 54 | — |
| 54 | dkg-importerOriginTrail/dkgBulk-import a large RDF graph (code graph, corpus, GitHub history, etc.) into a DKG node's working memory. Use this skill when you need to push more than a few thousand triples in a single import — it codifies the chunking budgets, the assertion-loop shape, the resumability manifest, and the canonical URI rules so… | Skill | 137 | A | 87 | — |
| 55 | ssh-managerbvisible/mcp-ssh-managerHow to use the MCP SSH Manager core tools (sshlistservers, sshexecute, sshupload, sshdownload, sshsync) without breaking a server: server names, the remote shell, time limits and long commands, file transfer pitfalls, security modes, host keys. Use it whenever a task runs a command or moves a file on a remote machine… | Skill | 534 | A | 79 | — |
| 56 | banyandb-bydbqlapache/skywalking-banyandbGenerate, validate, and execute read-only BanyanDB BydbQL for SkyWalking data. | Plugin | 355 | A | — | — |
| 57 | 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 | 739 | A | 70 | — |
| 58 | supabasePentesterFlow/agentSupabase / PostgREST Row-Level-Security playbook — pull the anon (or leaked servicerole) key out of the frontend JS, map tables from the auto-generated OpenAPI spec, test anonymous RLS READ disclosures (PII/secret leaks), and anonymous RLS WRITE abuse (insert/update/delete — e.g. forging… | Skill | 1.4k | A | 120 | — |
| 59 | spacetimedb-workflowSeloSlav/2d-multiplayer-survival-mmorpgSpacetimeDB command workflow for server changes, publish, and binding generation. | Cursor rule | 184 | A | 15 | — |
| 60 | pydantic-resolve-3stepKLR-Pattern/pydantic-resolveA three-stage development method for Python projects built with pydantic-resolve, starting with agreed data models and ending with application interfaces. It uses an ER diagram, which shows database entities and their relationships, plus ORM models that represent database records in code. | Skill | 326 | A | 56 | — |
| 61 | monte-carlo-onboardingmonte-carlo-data/mc-agent-toolkitConnect warehouses, BI tools (Tableau, Looker, Power BI) and custom connectors to Monte Carlo with API v2 tools: show what exists, reference credentials, create, validate and fix connections. Use to onboard platforms or generate Terraform or scripts. | Skill | 93 | A | 0 | — |
| 62 | 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 | — |
| 63 | mssql-serverRichardHan/mssql_mcp_serverExplore and query Microsoft SQL Server, Azure SQL Database, or LocalDB through the microsoftsqlservermcp MCP server. Use when the user asks about data, tables, or schema in a SQL Server / Azure SQL / LocalDB database, wants to run T-SQL, or needs to set up or troubleshoot that MCP server. | Skill | 402 | A | 70 | — |
| 64 | optimizing-databricks-sqlAltimateAI/data-engineering-skillsAnalyze DBSQL queries, including SQL embedded in notebooks (spark.sql(...), %sql cells), for anti-patterns, lint issues, and performance problems, using Databricks-specific dialect and platform knowledge (Delta, Photon, Unity Catalog) layered on top of altimate-code's generic SQL engine. Use when a user asks to… | Skill | 134 | A | 98 | — |
| 65 | enzyme-sqlite-sourcebyenzyme/enzymeConnect an unfamiliar SQLite database to Enzyme without changing the source data. Inspect the database, decide which query columns represent identity, people, time, content, and folders, show real examples for approval, save a workspace program in the Enzyme language, and verify init and refresh. Use for email… | Skill | 154 | A | 83 | — |
| 66 | butterbase-skillsbutterbase-ai/butterbase-skillsBuild full-stack apps with Butterbase — AI-Native Backend-as-a-Service. Skills for app creation, schema design, frontend deployment, RLS debugging, serverless functions, and contributing. | Plugin | 535 | A | — | — |
| 67 | dorydorylab/doryUse Dory as the official AI-native SQL workspace for agents. Use when the user asks to inspect or analyze databases, explore unknown schemas, debug data issues, run read-only SQL through Dory MCP, manage Dory Agent Runs, create or update SQL workspace tabs, work with saved queries, preserve query results, or hand SQL… | Skill | 309 | A | 80 | — |
| 68 | prisma-driver-adapter-implementationprisma/skillsRequired reference for Prisma ORM 7 SQL driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter, Transaction, savepoint, result mapping, or DriverAdapterError behavior. Covers current transaction lifecycle, optional savepoint hooks, original… | Skill | 79 | A | 69 | — |
| 69 | designing-data-intensive-applicationsciembor/agent-rules-booksApply Martin Kleppmann-inspired data-system rules when designing reliability, scalability, consistency, replication, transactions, streams, or schema evolution. | Skill | 3.2k | A | 34 | — |
| 70 | truss-schemaalbertoarena/laravel-trussGround a database schema change in this application's real structure using Laravel Truss. Use when adding or altering tables, columns, indexes, or foreign keys, when a migration needs to match what is already there, or when you need to know what a migration actually changed. Structure only, never data. | Skill | 292 | A | 63 | — |
| 71 | dataversemicrosoft/Dataverse-skillsMicrosoft Dataverse plugin for coding agents, covering record CRUD, bulk data operations, advanced queries, schema and metadata, administration, security, environment management, and solution lifecycle through MCP, CLI, and SDK workflows. | Plugin | 255 | A | — | — |
| 72 | mail-timeveliovgroup/mail-timeUse when building, wiring, reviewing, or debugging MailTime and ostrio:mailer email queues for horizontally scaled Node.js, Bun, or Meteor apps. Trigger on MailTime, MongoQueue, RedisQueue, PostgresQueue, mailTimePreset, JoSk email scheduling, Redis Cluster / KeyDB Cluster / Valkey useHashTags, KeyDB… | Skill | 143 | A | 195 | — |
| 73 | siyuan-mcp-import-migrationyangtaihong59/siyuan-plugins-mcp-sisyphusMCP staged playbook for Markdown and external database migration with explicit targets, mappings, bounded writes, and layered readback. | Skill | 123 | A | 34 | — |
| 74 | mcp-server-motherduckmotherduckdb/mcp-server-motherduckA MCP server for MotherDuck and local DuckDB. Runs locally from the mcp-server-motherduck Python package. Needs 8 environment variables to run. | MCP server | 540 | A | — | — |
| 75 | rep1-failedadrianco/retortThis skill implements a complete REST API service for managing a book collection in Python with Flask and SQLite database. | Skill | 211 | A | 0 | — |
| 76 | django-orm-lensFROWNINGdev/django-orm-lensStatic analysis for Django codebases: real answers about models, relations, N+1 queries, migration safety, schema drift and "what breaks if I remove this field", computed from the AST — no database, no settings module, no django.setup(). Use this skill whenever the user works in a Django project and asks about models… | Skill | 96 | A | 150 | — |
| 77 | mongodb-atlasmongodb/agent-skillsConnect to MongoDB Atlas clusters only through the Atlas Managed MCP Server. Sign in with your Atlas account to explore data, manage collections, optimize queries, generate reliable code with MongoDB best practices, and manage Atlas resources such as clusters, projects, database users, and network access. If you are r. | Plugin | 195 | A | — | — |
| 78 | elasticsearch-mcp-servercr7258/elasticsearch-mcp-serverMCP Server for interacting with Elasticsearch and OpenSearch. Runs locally from the elasticsearch-mcp-server Python package. Needs 5 environment variables to run. | MCP server | 316 | A | — | — |
| 79 | documentation-writerob-labs/agentseekDiátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework. Templates for tutorial / how-to / reference / explanation live under templates/. | Skill | 205 | A | 53 | — |
| 80 | redis-developmentredis/agent-skillsRedis development best practices — data structures, query engine, vector search, caching, and performance optimization, plus live lookup of the official redis.io documentation. | Plugin | 174 | A | — | — |
| 81 | memory-layerGeneGulanesJr/LaPisStandalone persistent memory for Pi — smart search, symbol clustering, dedup, auto-recovery, trust scoring. Zero Python dependency. | Skill | 57 | A | 29 | — |
| 82 | brainctlTSchonleber/brainctlUnified agent memory CLI — read, write, search, and maintain the shared memory spine (brain.db). Use for persistent cross-session memory, knowledge graph, event logging, decisions, affect tracking, and consolidation. | Skill | 78 | A | 45 | — |
| 83 | dakgemini-cli-extensions/data-agent-kit-starter-packThis plugin provides a specialized suite of skills for data engineers and database practitioners working on Google Cloud. It acts as an expert assistant, allowing you to use natural language prompts in your preferred coding agent to architect complex data pipelines, transform data with dbt, write Spark and BigQuery… | Plugin | 240 | A | — | — |
| 84 | airtable-mcp-serverdomdomegg/airtable-mcp-serverRead and write access to Airtable database schemas, tables, and records. Runs locally from the airtable-mcp-server npm package. Needs 1 environment variable to run. | MCP server | 456 | A | — | — |
| 85 | qdrantqdrant/skillsAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, edge, model migration, multitenancy, version upgrades, and SDK usage. | Plugin | 267 | A | — | — |
| 86 | misatarasinmuhammed/misataGenerate relational test, demo or evaluation data from a declared schema with Misata, where every declaration (foreign keys, unique and CHECK rules, monthly revenue curves, rates, group shares, ledger identities) holds exactly or is refused before generation, then attest the files. Use when a task needs a seeded… | Skill | 76 | A | 101 | — |
| 87 | lerdliberusoftware/real-estate-laravelLerd local PHP development environment — use the lerd MCP tools to manage sites, services, workers, and PHP/Node runtimes, and to diagnose slow sites (N+1 and slow queries, request timing, slow routes, profiling) from real traffic. | Cursor rule | 115 | A | 8,014 | — |
| 88 | geosqldekart-xyz/geosqlGeospatial SQL skill for BigQuery and Snowflake. Discovers Overture Maps and warehouse schemas, writes cost-safe SQL with mandatory dry-run, validates results, and optionally renders an interactive map. | Plugin | 684 | A | — | — |
| 89 | thingburugo/one-mcpCursor rule "thing" from burugo/one-mcp, covering rule name: thing orm usage guide, description, core concept, configuration and basic usage. | Cursor rule | 421 | A | 2,541 | — |
| 90 | pseo-scalelisbeth718/pseo-skillsArchitect programmatic SEO systems for 10K-100K+ pages with database-backed data layers, data sufficiency gating, incremental validation, crawl budget management, content enrichment pipelines, and edge delivery. Use when scaling beyond 10K pages, when builds are OOMing, when Google is not indexing all pages, or when… | Skill | 55 | A | 80 | — |
| 91 | mimic-apsiii-24h-rawhannesill/m4The following block is the public reference SQL used to construct the ground truth for this task. It is provided verbatim, without procedural prose, to test whether matched task-relevant content alone explains the WITH-SKILL gain. | Skill | 50 | A | 0 | — |
| 92 | neonneondatabase/agent-skillsManage your Neon backend with the Neon agent skills and the Neon MCP Server: Lakebase Postgres, Managed Better Auth, Realtime, Object Storage, Functions, the Data API, and AI Gateway. | Plugin | 111 | A | — | — |
| 93 | cursorrulesSAP-samples/hana-developer-cli-tool-exampleCursor rule "cursorrules" from SAP-samples/hana-developer-cli-tool-example, covering hana-cli — ai coding assistant context, about hana-cli, when to use hana-cli, key patterns and connection setup. | Cursor rule | 115 | A | 656 | — |
| 94 | aiup-angular-jpaAI-Unified-Process/marketplaceDeprecated — use the layer plugins. AI Unified Process for the Angular/JPA stack - migrations, implementation, tests. | Plugin | 160 | A | — | — |
| 95 | mcp-neo4jneo4j-contrib/mcp-neo4jMCP configuration declaring 4 servers: mcp-neo4j-cloud-aura-api, mcp-neo4j-cypher, mcp-neo4j-data-modeling, mcp-neo4j-memory. | Plugin | 990 | A | — | — |
| 96 | ade-bench-cross-db-tasksdbt-labs/ade-benchUse when authoring or debugging ade-bench tasks that must run on both DuckDB and Snowflake, including shared project migrations, setup patches, and solution patches. | Skill | 125 | A | 40 | — |
| 97 | neo4j-skillsneo4j-contrib/neo4j-skillsAgent skills for Neo4j — Cypher queries, graph modeling, drivers, imports, GraphRAG, GDS, vector indexes, Aura provisioning, and more. | Plugin | 121 | A | — | — |
| 98 | alibabacloud-rds-instances-managealiyun/alibabacloud-rds-openapi-mcp-serverA command-line connection to Alibaba Cloud RDS, a managed service for running relational database instances. It can inspect instances, monitoring, slow logs, parameters, accounts, databases, and run read-only SQL, while also supporting stated instance-management operations. | Skill | 54 | A | 107 | — |
| 99 | argonargon-lab/argonVersioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP. Runs locally from the argonctl npm package. | MCP server | 177 | A | — | — |
| 100 | pgaipostgres-ai/postgresaiMonitoring, health checks, and root cause analysis — built for humans and AI agents. | Plugin | 140 | A | — | — |
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.