Databases

A comprehensive MCP server for Firebase Firestore that enables AI assistants to perform full CRUD operations, manage collections, and execute complex queries with automatic type handling.

- Oracle Database integration in NodeJS with configurable access controls, query explain, stats and schema inspection

A secure MCP server that executes code in isolated Docker sandboxes. Supports Python, Java, C, C++, JavaScript, and Rust. Provides the `run_code` tool, enforces CPU/memory limits, includes comprehensive tests, and detailed setup instructions.

A robust SQLite-backed knowledge base for AI agents that persists facts, documents skills, and monitors resource staleness to maintain project-specific context.

263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

MCP (Model Context Protocol) Server. Integrates with ClickHouse databases to enable data analysis, querying, and exploration for large-scale analytical workloads.

A lightweight MCP server for connecting to Apache Doris and MySQL-compatible databases, enabling LLMs to execute read-only SQL queries and explore database schemas.

A Model Context Protocol server providing read-only access to AWS DynamoDB, allowing users to query data, list tables, and inspect schemas using natural language through LLMs.

A lightweight Supabase MCP server that provides essential database, storage, and authentication tools while significantly reducing context window token usage.

A stateful prompt optimization server that improves prompts over time using research-backed techniques like APE and OPRO combined with vector-based retrieval of historical performance data.

A comprehensive WorldAnvil integration for MCP that automates worldbuilding workflows, including article creation, map management, and content organization with automatic Markdown-to-BBCode conversion.

A Model Context Protocol server that provides comprehensive access to the Open Brewery DB API, enabling AI assistants to search, filter, and retrieve detailed data for over 40,000 breweries globally.

A specialized MCP server for self-hosted Supabase instances, providing a comprehensive set of tools for database schema management, user authentication, storage browsing, and TypeScript type generation.

A read-only MCP server that connects Zoho Creator to LLMs via JDBC, enabling natural language SQL-based querying, schema exploration, and dynamic data retrieval.

A specialized MCP server that integrates Lovense adult toy devices into AI workflows via the Game Mode API, allowing for autonomous physical feedback, emotional synchrony, and consent-managed device control.

A specialized analytics agent that bridges the gap between natural language business questions and SQL databases through a semantic layer with built-in data quality validation and transparency.

A read-only Model Context Protocol server for Imply Cloud and Apache Druid, enabling AI assistants to explore schemas, run SQL queries, and access dashboards or data cubes.

A comprehensive MCP server for querying, manipulating, and analyzing Deep State Representation (DSR) graphs, specifically designed for robot perception and scene understanding data.

A production-ready file system MCP server that provides secure, sandboxed file and directory operations, including search, metadata retrieval, and automatic backups for Claude Desktop.

A specialized MCP server that enables AI agents to send notifications or request human input through Discord, facilitating remote monitoring and interaction during long-running tasks.

Enables AI agents to build, populate, and search knowledge graphs by providing tools for entity extraction, relationship mapping, and graph traversal. It manages the underlying database infrastructure so users can create searchable knowledge bases from text through natural language commands.

A robust MCP server integrating Salesforce, Atlassian (Jira/Confluence), and Supabase to provide unified tools and resources for CRM management, issue tracking, and internal documentation.

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

A robust task management MCP server that enables Claude to create, organize, and intelligently prioritize tasks using methods like the Eisenhower matrix and priority scoring within a local SQLite database.

A TypeScript-based MCP server that connects AI-powered IDEs to managed DigitalOcean PostgreSQL and MySQL databases using API token-based auto-discovery.

MCP (Model Context Protocol) Server. Provides direct SQL execution access to AWS RDS MySQL databases with safety measures that block dangerous operations while supporting standard queries, data modifications, and database administration tasks.

A read-only MCP server that enables LLMs to query live Google Analytics data using standard SQL, powered by the CData JDBC Driver.

A specialized MCP server for the ADEO Mozaic Design System that provides tools for component discovery, design token retrieval, icon search, and framework-specific code generation for Vue and React.

A read-only MCP server that enables LLMs to query live Salesforce Data Cloud information using natural language by wrapping the CData JDBC Driver into a relational SQL interface.

Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research.