Databases

A Model Context Protocol server for interacting with Google Cloud Datastore, providing full CRUD operations, complex queries, and transaction management.

A MySQL-optimized MCP server that provides tools for schema exploration, query execution, and features an integrated LangGraph agent for natural language to SQL translation with automatic error recovery.

Postgres MCP Pro provides AI agents with advanced PostgreSQL capabilities including automated index tuning, query plan optimization with hypothetical indexes, and comprehensive database health analysis.

An MCP server that enables AI assistants to query and interact with SQLite databases through natural language. It includes built-in security guardrails such as PII redaction, SQL injection blocking, and query rate limiting.

Turn your database into an AI-powered analyst - natural language queries, dashboards, and automated alerts that watch your metrics 24/7.

An event aggregation and management server powered by a Sanity.io backend, allowing users to search, retrieve, and create event data through the Model Context Protocol.

A specialized MCP server for interacting with Hasura GraphQL endpoints, providing deep introspection, table discovery, data previewing, and execution of queries or mutations through natural language.

A robust MCP server for MySQL databases that enables natural language interaction for schema discovery, safe SQL execution, and comprehensive CRUD management of users, products, and orders.

An intelligent MCP server that integrates Gmail and MySQL to track subscriptions, detect gaps, and send proactive renewal alerts (3 days in advance) to reduce costs.

A comprehensive MCP server for Microsoft SQL Server that enables schema exploration, database monitoring, performance analysis, and SQL query execution via natural language.

Exposes PTOAi user context to Agent Builder by connecting to a Supabase database. It allows agents to retrieve user profiles, intake and follow-up data, and manage weekly plans.

Gives AI agents direct access to your Arcate product discovery workspace to read signals, browse roadmaps, and ingest new customer feedback. It enables users to search existing data and link signals to initiatives through natural language commands.

Enables interaction with Google Cloud Platform services through gcloud CLI, supporting operations like querying logs, checking Cloud Run status, managing secrets, executing Cloud SQL queries, and monitoring billing information.

Enables interaction with self-hosted LLM models via Ollama and Supabase database operations. Supports text generation, SQL queries, and data storage/retrieval through natural language commands.

A robust, multi-language code interpreter providing secure, sandboxed cloud execution with built-in support for file management and automatic visual artifact generation.

Enables AI assistants to interact with Hadoop Hue for executing SQL queries using Hive, SparkSQL, or Impala and managing HDFS files. It supports directory browsing, file transfers, and exporting query results to CSV through the Model Context Protocol.

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

An MCP server that enables AI agents to retrieve and analyze error reports from a self-hosted Telebugs instance. It provides tools for listing projects, searching error groups, and fetching detailed reports directly from the Telebugs SQLite database.

Provides AI assistants with direct access to official Griptape framework documentation and code examples through a pre-built SQLite database. It enables accurate code generation for Griptape agents, pipelines, and nodes by eliminating documentation hallucinations.

A read-only Model Context Protocol server developed with FastMCP for querying the Pagila PostgreSQL database. It enables secure access to movie rental data including films, actors, and customer information through natural language queries.

Enables interaction with Redash instances through a standardized interface, allowing users to execute SQL queries, manage data sources, and retrieve query results using natural language.

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

An advanced contextual memory server for agent orchestration providing chronological history, semantic vector search via Redis Stack, and temporary scratchpad storage. It also enables context compression through history rollups and facilitates inter-agent communication using a Redis-based Pub/Sub system.

A session memory consolidation and architectural oversight system that uses Gemini and SQLite to manage agent context and detect technical contradictions. It enables automated session summarization, long-term context evolution, and background refactor planning for AI agents.

An MCP server for building, validating, and publishing Ice Puzzle levels with AI assistants, featuring integrated solver feedback and quality checks. It provides over 60 tools for level design, difficulty analysis, and benchmarking AI performance on design tasks.