Best Data & Databases tools
4787 tools in the Data & Databases category across every type.
Skills

azure-storage
Azure Storage skill: Blob, File Shares, Queue, Table, and Data Lake with access tier guidance and lifecycle management

azure-kusto
Query and analyze Azure Data Explorer (Kusto/ADX) data using KQL for logs, telemetry, and time series analytics.
lark-base
Operate Feishu Multidimensional Tables (Base): create tables, manage fields, records, views, formulas, forms, dashboards, workflows, and permissions.
lark-sheets
Create and manage Feishu spreadsheets with full data, formula, style, and visualization support.

supabase-postgres-best-practices
Postgres performance optimization and best practices guide from Supabase for query, schema, and configuration tuning.

supabase
Complete Supabase backend integration for databases, auth, storage, and real-time features.

xlsx
Create, edit, and analyze Excel spreadsheets with formulas, formatting, and data cleaning.

firebase-data-connect
Build and deploy PostgreSQL-backed Firebase backends with GraphQL, auto-generated queries, and type-safe SDKs.
firecrawl-agent
AI-powered autonomous data extraction from complex websites, returning structured JSON.

analytics-tracking
Set up, improve, and audit analytics tracking to measure what matters for marketing and product decisions.

firebase-firestore
Set up, manage, and query Cloud Firestore databases with advanced search and relational joins.

neon-postgres
Serverless Postgres setup, connections, branching, autoscaling, and CLI/MCP integration for Neon.

firebase-firestore-standard
Complete guide for setting up, securing, and using Cloud Firestore Standard Edition

firebase-firestore-enterprise-native-mode
Set up and manage Firestore Enterprise Native Mode with provisioning, security rules, and SDK integration.

golang-database
Safe, explicit Go database access with parameterized queries, transactions, and connection pooling—no ORMs.

azure-postgres
Agent skill from microsoft/azure-skills.

wind-mcp-skill
Access Wind financial data for A-shares, Hong Kong/US stocks, funds, indices, bonds, and macroeconomic indicators.

firecrawl-dashboard-reporting
Extract metrics from analytics dashboards and internal web tools using authenticated browser automation.

postgresql-table-design
Design PostgreSQL schemas with best-practices for data types, indexing, constraints, and performance.

sql-optimization-patterns
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to eliminate slow queries.

database-migration
Execute database migrations across ORMs with zero-downtime strategies, data transformation, and rollback procedures.

postgresql-optimization
PostgreSQL-specific development assistant for advanced features, optimization, and PostgreSQL-exclusive capabilities.

prisma-database-setup
Configure Prisma ORM with PostgreSQL, MySQL, SQLite, MongoDB, SQL Server, and other database providers.

sql-optimization
Universal SQL performance optimization across MySQL, PostgreSQL, SQL Server, and Oracle with execution plan analysis and indexing strategies.

china-stock-analysis
A股价值投资分析工具,提供股票筛选、财务分析、估值计算和风险检测

apify-ultimate-scraper
Universal AI-powered web scraper for 100+ platforms including Instagram, TikTok, LinkedIn, YouTube, Google Maps, and more.

prisma-client-api
Prisma Client API reference for database queries, CRUD operations, filtering, and transactions.

prisma-cli
Prisma ORM CLI commands reference for init, generate, migrate, db, dev, studio, and more.

postgresql-code-review
PostgreSQL-specific code review assistant for best practices, anti-patterns, and quality standards.

coinglass
Crypto derivatives data: funding rates, open interest, liquidations, long/short ratios, and whale tracking.

kpi-dashboard-design
Design executive KPI dashboards with metrics selection, visualization patterns, and real-time monitoring best practices.

stock-analysis
Analyze stocks and cryptocurrencies with Yahoo Finance data, portfolio tracking, and multi-dimensional scoring.

akshare-stock
Real-time A-stock analysis with market data, technicals, fundamentals, sectors, and cross-market coverage via akshare

parallel-data-enrichment
Bulk enrich company, people, or product data with web-sourced fields like CEO names, funding, and contact info.

wind-find-finance-skill
Router for discovering and installing Wind Finance skills; routes financial data queries and analysis tasks to appropriate specialized skills.

sanity-best-practices
Comprehensive best practices for Sanity schema design, GROQ queries, Visual Editing, and framework integrations.

powerbi-modeling
Power BI semantic modeling assistant for building optimized data models with DAX, relationships, and best practices.

dataverse-python-advanced-patterns
Generate production-ready Dataverse SDK Python code with advanced patterns, error handling, and optimization.

power-bi-report-design-consultation
Design effective, accessible Power BI reports with expert guidance on chart selection, layout, and interactive elements.

snowflake-semanticview
Create, alter, and validate Snowflake semantic views using Snowflake CLI with built-in validation workflow.

emblem-portfolio-tracker
Check crypto balances and trade P&L across 7 blockchains in one agent prompt.

emblem-market-research
Real-time crypto trending, on-chain, and derivatives intelligence from CoinGecko, Birdeye, CoinGlass, and Nansen.

data-visualization
Pick the right chart and generate publication-quality Python visualizations with built-in design and accessibility best practices.

power-bi-dax-optimization
Turns your AI agent into a DAX expert that analyzes and rewrites Power BI formulas for performance and clarity.

emblem-defi-yield
Research DeFi yields, review wallet positions, and enter liquid staking via token swaps across six chains.

power-bi-model-design-review
Turns your AI agent into a Power BI expert that audits data model design, relationships, and performance.

bigquery-pipeline-audit
Audits Python + BigQuery pipelines for cost blowups, unsafe reruns, and silent failures before they hit production.

fabric-lakehouse
Reference knowledge for designing and optimizing Microsoft Fabric Lakehouse solutions.

dataverse-python-quickstart
Generate ready-to-use Python snippets for Microsoft Dataverse SDK setup, CRUD, bulk ops, and paging.

cosmosdb-datamodeling
Step-by-step guide to design Azure Cosmos DB NoSQL data models from application requirements using best practices and patterns.

shuffle-json-data
Safely shuffle JSON objects by validating schema consistency before randomizing entries.

flutter-working-with-databases
Manage local data persistence with SQLite and implement offline-first synchronization in Flutter apps.

embedding-strategies
Select and optimize embedding models for semantic search and RAG applications.

prisma-postgres
Prisma Postgres setup and operations across Console, CLI, and Management API.

wecomcli-smartsheet
Manage WeCom smartsheet structure and data via CLI—create sheets, fields, and records.

tanstack-query-best-practices
TanStack Query best practices for optimized data fetching, caching, mutations, and server state management in React.

data-quality-frameworks
Implement data quality validation with Great Expectations, dbt tests, and data contracts for reliable pipelines.

okx-dex-market
On-chain token prices, K-line charts, index prices, and wallet PnL analysis for DEX trading.

dbt-transformation-patterns
Master dbt model organization, testing, documentation, and incremental strategies for analytics engineering.

airflow-dag-patterns
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
MCP Servers

Metabase
Search, explore, query, and visualize data in Metabase through AI agents.

PostHog MCP Server
Official remote MCP server connecting AI agents to PostHog's product analytics, feature flags, and experiments.

Connect AI agents to enterprise databases with prebuilt tools or a custom tools framework.

Open source MCP server connecting AI agents to enterprise databases with prebuilt and custom tools.

io.github.t8y2/dbx
Query 80+ databases from AI agents using DBX connections configured in your desktop app.

OpenMetadata
Open context layer for AI: governed metadata, semantics, lineage, and organizational memory for data discovery and trusted AI agents.

Finance Toolkit
Query 200+ transparent financial ratios and metrics from your AI assistant, calculated from raw statements.

Jitsu
Open-source event data platform and Segment alternative with AI-powered pipeline management via MCP.
Real-time market data, technical analysis, screeners and backtesting for stocks, crypto and forex across global exchanges.

MCP tools for interacting with Microsoft Fabric workspaces, items, and data.

Access Grafana dashboards, datasources, and observability data through Claude and Cursor.

DBHub
Token-efficient MCP server for querying PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB with zero dependencies.

Supabase
Connect your Supabase projects to Claude, Cursor, and other AI assistants for database and project management.

com.medplum/mcp
Securely access and manage FHIR healthcare data in Medplum via Claude and Cursor.

io.github.timescale/pg-aiguide
AI-optimized PostgreSQL expertise for coding assistants with semantic search and best-practice skills.

Access thousands of web scrapers, crawlers, and automation tools from Apify Store via AI agents.

Automated time series forecasting with genetic algorithm model search, anomaly detection, and probabilistic forecasts at scale.

AI-assisted Valkey/Redis observability for Claude Code and other MCP clients.
MCP server for MongoDB and MongoDB Atlas database operations and management.

Connect AI agents to Power BI semantic models for natural language modeling, bulk operations, and autonomous development workflows.

CloudBase
AI-native backend for databases, functions, storage, and hosting—operate CloudBase from your AI IDE.

com.falkordb/QueryWeaver
Turn plain-English questions into SQL using graph-powered database schema understanding.

ArcadeDB MCP Server
Built-in MCP server exposing ArcadeDB's multi-model database (graph, document, vector, time-series) to AI assistants.

ArcadeDB
Multi-model database (graph, document, vector, time series) with a built-in MCP server for SQL, Cypher, Gremlin, and GraphQL.

Manage Neo4j Aura database instances via natural language through Claude and other MCP clients.

io.github.neo4j-contrib/mcp-neo4j-cypher
Run Cypher queries against Neo4j databases using natural language.

Create, validate, and visualize Neo4j graph data models with interactive tools and Arrows.app integration.

io.github.neo4j-contrib/mcp-neo4j-memory
Store and retrieve personal knowledge graphs in Neo4j across sessions and clients.

ClickHouse
Official MCP server for querying and exploring ClickHouse clusters and chDB embedded engine.

Docling MCP
Convert PDFs and documents to structured formats for AI applications using Docling.

Marmot Data Catalog
Open-source data catalog for AI agents—search assets, explore lineage, and expose certified metadata through MCP.

Apple Health
Query and analyze your Apple Health data locally using SQL and DuckDB.

MCP Server for Excel
Automate Microsoft Excel with AI through natural language—control sheets, Power Query, DAX, VBA, and more.

Prometheus MCP Server
Query Prometheus metrics and execute PromQL through AI assistants with MCP.
Execute SQL queries and manage data across DuckDB, MotherDuck, and S3 from your AI assistant.

TickDB Market Data
One MCP connection for real-time and historical forex, stock, crypto, and metals market data.

Airtable
Read and write access to Airtable databases, tables, records, and comments via Claude and other AI agents.

Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples for AI-driven alpha discovery.

Bagel
Plain-English analysis of robotics, drone, and IoT data with intelligent edge data reduction.

Free AI layer for Odoo 16+ with safe writes, multi-instance support, and 41 MCP tools—no Odoo-side setup required.

Free AI layer for Odoo 16+ with safe writes, multi-instance support, and 41 MCP tools—no setup required.

AkTools MCP Server
Query stock, crypto prices, financial indicators, and market news via akshare through MCP.

Geospatial intelligence for AI: geocoding, routing, POI search, isochrones, and map rendering via Mapbox APIs.
Access SEC EDGAR filings, financial statements, and insider trading data with exact numeric precision.

Search, manage, and monitor Elasticsearch/OpenSearch clusters directly from your AI assistant.

OSS Snowflake MCP Server
Deprecated community MCP server for Snowflake Cortex AI and SQL tooling — migrate to the official Snowflake MCP Server instead.
Read-only, key-free access to public Spotify metadata, lyrics, and podcasts for LLM agents via MCP.

MCP server for Airwallex — cross-border collection, payouts, global accounts, FX, and transfers.

Give AI agents access to Alegra's cloud accounting platform for LATAM invoicing and bookkeeping.

Free, no-key access to Argentina's Central Bank data—exchange rates, inflation, and reserves.

Belvo Open Finance aggregator for LATAM — access banking, payments, and financial data across Latin America via MCP.
Query BigDataCorp's Brazilian KYC and antifraud data (CPF/CNPJ/vehicle/property) from your AI agent.

MCP server for Bitso crypto exchange — trade, fund, and withdraw on Latin America's leading digital asset platform.

MCP server for Bling ERP — manage products, orders, invoices (NF-e/NFS-e), stock, AR/AP, and webhooks.

Give AI agents access to Bradesco's Pix, boleto, arrecadação, and extrato banking APIs via MCP.
Free, no-key access to Brazil's public data: CEP addresses, CNPJ lookups, banks, FIPE prices, holidays, and weather.

MCP access to Braspag/Cielo payment orchestration: tokenized cards, recurrence, and split payments.

Access BTG Pactual banking — Pix, Boleto, accounts, and investments — via OAuth2 + mTLS from an MCP-compatible AI agent.

C6 Bank integration for Pix, DICT keys, Boleto, balance, and statements via OAuth2 + mTLS.
Plugins

business-analytics
Track KPIs, analyze business metrics, and generate financial reports for data-driven decisions

data-engineering
Build ETL pipelines, data warehouses, and batch processing workflows for data-driven development

data-validation-suite
Schema validation, data quality monitoring, and streaming validation pipelines for backend APIs

database-design
Database architecture, schema design, and SQL optimization for production systems

database-migrations
Automate database migrations with observability across multiple database systems

quantitative-trading
Quantitative analysis and algorithmic trading strategy development with backtesting and risk management.

firebase
Manage Firebase projects, Firestore, authentication, functions, hosting, and storage from Claude Code.

aws-core
Build, deploy, and operate AWS applications with infrastructure-as-code, serverless, databases, and observability skills.

aws-data-analytics
Build data lakes, analytics pipelines, and semantic search with S3 Tables, Glue, Athena, and OpenSearch.

databases-on-aws
Expert guidance for designing, querying, and migrating databases on AWS

analytics-reporter
Transform raw analytics into actionable insights and performance reports

data-scientist
Data analysis expert for SQL queries, BigQuery operations, and data insights.
Enterprise-scale database performance optimization for multi-tenant B2B applications

duckdb-skills
Read, query, and explore data files and DuckDB databases directly in Claude Code.

28 prioritized best practice rules for ClickHouse schema design, query optimization, and data ingestion

data-engineering
Explore data warehouses, author pipelines, and integrate with Airflow workflows

databricks
Databricks integration for CLI, data discovery, apps, model serving, jobs, pipelines, and serverless migration.

qdrant-skills
Agent skills for Qdrant vector search operations and optimization

dataverse
Microsoft Dataverse plugin for CRUD, bulk operations, queries, schema lifecycle, and environment management.

Expert data engineering assistant for Google Cloud pipelines, dbt, Spark, and BigQuery workflows.

Connect to any MongoDB deployment and explore data, manage collections, and optimize queries directly from Claude Code.

Connect to MongoDB Atlas clusters and manage resources through the Atlas Managed MCP Server.

redis-development
Redis development best practices for data structures, caching, vector search, and performance optimization

neon
Manage Neon serverless Postgres databases, branching, Object Storage, Functions, and AI Gateway from Claude Code.

pinecone
Pinecone vector database integration for semantic search, RAG, and vector-based applications.

looker
Connect to Looker and interact with your data using LookML.

bigquery-data-analytics
Connect and query BigQuery datasets to generate data insights.
Automated Databricks-to-Oracle AIDP migration with Claude-driven cell-by-cell verification and DDL rewriting.
25 Spark connectors for Oracle AIDP, OCI, and multi-cloud data sources in Claude Code

cloud-sql-postgresql
Create and manage Cloud SQL PostgreSQL databases directly from Claude Code.

airtable
Database and operations layer for agents with structured data and multiplayer visual surfaces.

fiftyone
Build and visualize high-quality computer vision datasets and models with FiftyOne integration.

datahub-skills
DataHub development toolkit with connector planning, PR review, catalog search, and metadata management

amplitude
Instrument analytics, discover opportunities, and manage experiments in Amplitude directly from Claude Code

atlan
Search, explore, and govern data assets through natural language with Atlan's metadata catalog.

firestore-native
Connect and interact with Firestore databases, collections, and documents.

knowledge-catalog
Discover, manage, and govern data and AI artifacts across your data platform

alloydb
Create, connect, and interact with AlloyDB for PostgreSQL databases

spanner
Connect and interact with Spanner data using natural language.

azure-sql-developer
Run Azure SQL Database locally in Docker and teach your agent to migrate, scaffold, and build RAG applications.

supabase
Official Supabase integration for Claude Code with database, auth, storage, and Postgres management.

cloud-sql-mysql
Connect and interact with Cloud SQL for MySQL databases

oracledb
Connect and query Oracle Databases directly from Claude Code.

cloud-sql-sqlserver
Connect to Cloud SQL for SQL Server instances from Claude Code

Convex
Build reactive, type-safe backends with schema, real-time sync, auth, storage, and scheduled jobs—all on one platform.

dominodatalab
Full Domino Data Lab platform support for MLOps, experiment tracking, and model deployment

clickhouse
ClickHouse database integration with best practices skills and MCP support

vsql-extension-builder
Build VillageSQL extensions for MySQL through a 7-phase persona-driven workflow.

alloydb-omni
Create, connect, and interact with AlloyDB Omni databases directly from Claude Code.

Altimate Code
Specialized CLI agent for dbt and data warehouse operations with 100+ purpose-built tools.

cockroachdb
Connect Claude Code to CockroachDB clusters for schema exploration, SQL optimization, and distributed database management.

planetscale
Access PlanetScale databases, branches, schema, and Insights data via authenticated MCP server.

sap-hana-cli
150+ SAP HANA database tools for querying, importing, exporting, and monitoring.

idmp-plugin
TDengine IDMP plugin for industrial data discovery, schema inspection, and operational workflows

zilliz
Manage Zilliz Cloud clusters and Milvus vector databases from Claude Code.

Azure Cosmos DB
73 best-practice rules for Azure Cosmos DB design, optimization, and vector search.

bigdata-com
Financial research and market intelligence for stocks, companies, sectors, and economies.

aiven
Deploy managed PostgreSQL, Kafka, OpenSearch, ClickHouse and other databases in minutes on Aiven.

dataproc
Manage Google Cloud Dataproc clusters and jobs from Claude Code.
Agents

business-analyst
Transform business data into actionable insights with AI-powered analytics, dashboards, and strategic recommendations.

ab-test-analysis
Interpret A/B test results, p-values, and statistical significance to make principled ship/no-ship decisions.

High-performance Python web scraping with async techniques, BeautifulSoup, Scrapy, and browser automation.

data-engineer
Designs and optimizes scalable data pipelines, warehouses, and streaming architectures using Spark, Airflow, and Kafka.

cassandra-expert
Master Cassandra database design, optimization, and management for high-performance distributed systems.

data-engineer
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures with Apache Spark, dbt, Airflow, and cloud platforms.

cohort-analysis
Diagnose retention trends and identify activation metrics by analyzing how user cohorts behave over time.

Laravel Eloquent ORM expert—schema design, relationships, query optimization, and database performance.

data-scientist
Expert SQL and BigQuery analyst for data exploration, optimization, and actionable business insights.

cockroachdb-expert
CockroachDB setup, optimization, and cluster management expert.

data-scientist
Expert data scientist for advanced analytics, machine learning, and statistical modeling across the full data science workflow.

data-analyst
Extract business insights from data with SQL queries, dashboards, and statistical analysis to drive informed decision-making.

ml-data-expert
Expert ML/Data Science avec Python pour pipelines de données, modèles ML/AI, et déploiement en production.

database-optimizer
Expert SQL query, indexing, and schema optimization for database performance tuning.

dynamodb-expert
Expert DynamoDB optimization, schema design, and performance tuning for scalable, cost-efficient applications.

database-admin
Expert cloud database operations, automation, and reliability engineering across AWS, Azure, GCP, and OCI.

data-engineer
Design, build, and optimize scalable data pipelines, ETL/ELT processes, and data infrastructure.

postgresql-pglite-pro
Expert PostgreSQL and PgLite architect for robust database design, query optimization, and in-browser database solutions.

elasticsearch-expert
Master Elasticsearch operations, query optimization, and cluster management for peak performance.
Expert multi-cloud architect for scalable, cost-optimized infrastructure design across AWS, Azure, GCP, and OCI.

data-researcher
Discover, collect, and validate data from multiple sources to fuel analysis and decision-making.

elk-expert
Expert ELK stack setup, optimization, and deployment for scalable log processing and data analysis.
Expert database architect designing scalable data layers, technology selection, and schema modeling from scratch or re-architecture.

data-scientist
Analyze data patterns, build predictive models, and extract statistical insights to drive business decisions.

flyway-expert
Master Flyway database migrations, versioning, and schema management for reliable deployments.
Expert database optimizer for performance tuning, query optimization, and scalable cloud architectures.

database-administrator
Senior database administrator for high-availability architectures, performance tuning, and disaster recovery across PostgreSQL, MySQL, MongoDB, and Redis.

knex-expert
Expert Knex.js SQL query building, migrations, and database operations for Node.js
Expert database architect for scalable data layer design, technology selection, and schema modeling.

database-optimizer
Analyze slow queries, optimize indexes, and tune database performance across PostgreSQL, MySQL, MongoDB, and 5+ other systems.

liquibase-expert
Expert in Liquibase database schema management, migrations, and version control automation.
Expert database optimizer for query tuning, indexing strategies, and scalable architectures across modern platforms.

postgres-pro
Senior PostgreSQL expert for performance tuning, replication design, and enterprise-scale database optimization.

mariadb-expert
Expert MariaDB optimization, replication, and performance tuning for production databases.
Expert database optimizer for performance tuning, query optimization, and scalable architectures.

sql-pro
Expert SQL query optimization, schema design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle.

mongodb-expert
Master MongoDB operations, schema design, performance optimization, and data modeling.

quant-analyst
Build and backtest quantitative trading strategies with risk metrics and portfolio optimization.

mongoose-expert
Mongoose ODM specialist for MongoDB schema design, query optimization, and data validation.

risk-manager
Monitor portfolio risk, R-multiples, and position limits with hedging strategies and expectancy calculations.

mssql-expert
Expert Microsoft SQL Server optimization, design, and T-SQL development

sql-pro
Master modern SQL, cloud databases, and performance optimization across OLTP/OLAP systems.

mysql-expert
Expert MySQL optimization, schema design, and database performance tuning.

vector-database-engineer
Design and optimize vector search systems for RAG, semantic retrieval, and recommendation engines.

neo4j-expert
Expert Neo4j guidance for Cypher queries, graph modeling, and database optimization.

numpy-expert
Expert NumPy optimization and numerical computing for scientific data analysis.

opensearch-expert
Expert OpenSearch cluster management, query optimization, and performance tuning.

pandas-expert
Expert pandas data manipulation, transformation, and analysis for Python workflows.

postgres-expert
Expert PostgreSQL optimization: advanced SQL, indexing, schema design, and high-availability database systems.

prisma-expert
Write efficient, type-safe database queries and manage schemas with Prisma best practices.

redis-expert
Expert in Redis in-memory data storage, caching, replication, clustering, and real-time analytics.

sequelize-expert
Expert Sequelize ORM guidance for database modeling, querying, associations, and performance optimization.

sql-expert
Master SQL optimization, query design, and database performance tuning.

sqlite-expert
SQLite database optimization, query writing, and performance specialist.

typeorm-expert
TypeORM expert for defining entities, managing relations, and optimizing database interactions in Node.js

vector-db-expert
Expert in vector database indexing, querying, and optimization for large-scale similarity search.
Rules

Database best practices for Prisma and Supabase integration
Node.js + MongoDB setup for multi-entry pool management with JWT auth and request/entry workflows.
Expert guidance for pandas, scikit-learn, and Jupyter-based data analysis workflows.
Safe PostgreSQL migrations, parameterized queries, and production-grade indexing strategy.
SQL-native AI functions and hybrid vector+keyword search for RAG applications within Snowflake.
Expert guidance for Snowflake SQL, data pipelines, semi-structured data, and cost optimization.
Build production Snowpark Python pipelines and dbt models on Snowflake with expert guidance on DataFrames, UDFs, and incremental transformations.






