{
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  "label": "query a database",
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      "description": "Queries PostgreSQL, MySQL, MongoDB and SQL Server in plain English via a scoped REST API and OAuth-gated remote MCP server, with read-only SQL, dashboards, webhooks and scheduled workflows.",
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      "description": "Official Neon MCP server for creating and managing serverless Postgres databases from AI coding agents. Full SQL, branching, schema operations, and pgvector support.",
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      "description": "Lets AI assistants provision and operate Aiven-managed PostgreSQL and Apache Kafka, running SQL, producing and consuming messages, and diagnosing services from metrics and logs.",
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      "description": "Official Google MCP server for 30+ databases — BigQuery, Postgres, AlloyDB, Spanner, MySQL, Redis, Neo4j. YAML-configured, enterprise-grade database access for agents.",
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      "description": "Connects AI agents to PlanetScale databases to inspect branches and schema, run read or write SQL, and pull query Insights, for teams on PlanetScale Vitess or Postgres.",
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      "name": "Oracle MCP Servers",
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      "description": "Connects MCP clients to Oracle Cloud Infrastructure, Oracle Database, MySQL HeatWave and GoldenGate through Oracle's open-source reference MCP servers.",
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      "name": "StackQL",
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      "description": "Queries, provisions, and manages resources across 40+ cloud and SaaS providers with SQL from a shell, a Postgres-wire server, or an MCP server, for platform engineers and AI agents.",
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      "description": "Official ClickHouse Cloud MCP — run SQL queries, list databases and tables, explore services and backups, inspect usage, and manage ClickPipes.",
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      "description": "Answers questions over your own databases with text-to-SQL data agents and an AWEL workflow runtime, connecting multiple engines behind one agentic interface.",
      "provider": "Eosphoros AI",
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        "autonomous-agents"
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      "why": "Text To SQL: Translates natural-language questions into SQL against a connected database schema."
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      "name": "Oracle AI Database 26ai",
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      "description": "World's first AI-native database with agents running inside the kernel. Features no-code Agent Factory, unified vector search, multi-modal RAG, and identity-aware access control.",
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      "name": "Floot",
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      "description": "Builds, edits, and publishes full-stack web apps with Postgres, auth, storage, and email from Claude, ChatGPT, Codex, or any MCP client via Floot's remote MCP server.",
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      "name": "MindsDB",
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      "description": "AI-SQL layer that brings machine learning and AI agents into databases. Query predictions with SQL, build AI tables, and connect 200+ data sources via MCP and REST API.",
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      "name": "Supabase MCP",
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      "description": "Official Supabase MCP server. Lets AI agents manage Postgres databases, run queries, handle migrations, store pgvector embeddings, and control Supabase projects end-to-end.",
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      "name": "Voyage AI (MongoDB)",
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      "name": "Cloudflare MCP",
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      "iconUrl": "https://agentswitchboard.dev/icons/cloudflare-mcp.png?v=7c4f193b",
      "description": "Official Cloudflare MCP server suite. Lets AI agents manage Workers, KV storage, D1 databases, R2 buckets, and deploy edge functions programmatically.",
      "provider": "Cloudflare",
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      "featured": false,
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      "why": "D1 Database: Execute SQL queries against Cloudflare D1 SQLite databases from any MCP-compatible agent"
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      "name": "Heroku MCP",
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      "iconUrl": "https://agentswitchboard.dev/icons/heroku-mcp.png?v=7b63831f",
      "description": "Lets agents deploy and manage Heroku apps through a remote OAuth MCP server or the Heroku CLI, covering dynos, add-ons, pipelines, logs, and Postgres.",
      "provider": "Heroku (Salesforce)",
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        "code-devtools"
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      "name": "MotherDuck MCP",
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      "description": "Lets agents query and explore MotherDuck and DuckDB databases over a remote OAuth MCP server, and build Dives, schedule Flights, and maintain Guides.",
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        "infrastructure"
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      "name": "Wren AI",
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      "description": "Open-source text-to-SQL agent for governed GenBI — ask questions in natural language across 20+ data sources and get accurate SQL, charts, and answers. Ships an MCP server and API. 15k+ GitHub stars.",
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      "name": "Keboola MCP Server",
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      "description": "Lets AI agents query Keboola storage, build SQL transformations, run jobs, and manage flows and data apps in a Keboola project over a hosted OAuth or local MCP server.",
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      "description": "Provides an open-source backend with auth, databases, storage, functions, hosting, and messaging for app developers, via REST APIs, SDKs, a CLI, and a hosted MCP server.",
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      "why": "Realtime Subscriptions: Subscribes to channels over a WebSocket and receives database, storage, and account events within milliseconds as they change."
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      "description": "Gives coding agents hosted MCP access to PostHog analytics queries, SQL, feature flags, experiments, and error tracking, with OAuth or a personal API key.",
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      "description": "Manages Airtable as a database and operations layer for agents — create bases and schema, work with records, and share structured data across teams.",
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      "description": "Google Cloud serverless data warehouse queryable over SQL through a REST API, commonly used as an analytics backend for agents.",
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      "description": "Gives agents structured access to a Neo4j graph database over MCP to read the schema and run read or write Cypher queries, via STDIO or an HTTP mode.",
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      "description": "Cloud platform with a REST API and CLI for deploying web services, cron jobs, and managed databases without server management.",
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      "name": "Cloudflare Computer",
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      "description": "Deploys and runs apps on Fly Machines through the Machines REST API, the flyctl CLI, and a flyctl MCP server, for developers and agents managing app infrastructure.",
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      "why": "Managed Postgres: Creates and connects to Fly Managed Postgres clusters."
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}