Databases

MCP (Model Context Protocol) Server. FastAPI-based server that connects MongoDB databases to AI assistants, enabling data access with comprehensive trace management and logging capabilities.

MCP (Model Context Protocol) Server. Provides direct access to ChromaDB vector database capabilities for semantic search and document management with customizable parameters for collection creation, document operations, and similarity searches.

MCP (Model Context Protocol) Server. Bridges Azure Cosmos DB with language models, enabling database operations like product search, order retrieval, and weather data access through vector search capabilities for e-commerce applications.

MCP (Model Context Protocol) Server. Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings

MCP (Model Context Protocol) Server. Provides a lightweight bridge to MySQL databases, enabling read-only database resource introspection and query execution with controlled access and dynamic schema discovery.

MCP (Model Context Protocol) Server. Provides a TypeScript-based server for interacting with PocketBase, enabling flexible database management and configuration through natural language interfaces.

MCP (Model Context Protocol) Server. Provides a bridge between natural language and calendar management through Supabase, enabling event creation, updating, deletion, and listing without switching contexts.

MCP (Model Context Protocol) Server. Enables AI systems to execute and retrieve data from MySQL databases through a Spring Boot server that translates natural language requests into SQL queries.

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

MCP (Model Context Protocol) Server. Spring Boot-based server that connects system monitoring tools with a RAG service, enabling real-time access to both system metrics and corporate documentation stored in Redis.

A comprehensive MCP server for managed Milvus vector databases, offering full lifecycle control from database and collection management to high-performance similarity searches and data operations.

MCP (Model Context Protocol) Server. Implements a conversational 'waifu' character server using Redis queue system for efficient handling of concurrent text generation requests with FastMCP and distilgpt2.

MCP (Model Context Protocol) Server. Connects Claude AI to Xano databases through Smithery, enabling direct querying, CRUD operations, and data management for building intelligent applications with structured data access.

MCP (Model Context Protocol) Server. Integrates with statistical and machine learning tools to perform data analysis, calculations, and time-series forecasting on user data from various sources including CSV files and databases.

MCP (Model Context Protocol) Server. Enables interaction with PostgreSQL databases for executing SQL queries, exploring table schemas, and performing data analysis with robust error handling and connection pooling.

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.

Windsor MCP provides a natural language interface to query and analyze business data from 325+ platforms like Facebook Ads and Google Analytics without writing SQL.

A specialized MCP server for parsing, indexing, and analyzing investment statements from institutions like Questrade using natural language and structured queries. It provides advanced portfolio analytics including Monte Carlo simulations and hybrid vector/SQL storage.

A versatile MCP server integrating Jira issue management, agile sprint tracking, dependency vulnerability analysis, and MySQL database querying directly into AI-powered IDEs.

A Node.js-based MCP server that provides tools for interacting with MySQL databases, including querying, schema description, and table management.

A management system for multiple MySQL databases that provides tools for schema exploration, SQL execution, and natural language query translation.

MCP (Model Context Protocol) Server. Enables direct interaction with MySQL databases through TypeScript tools for executing SQL queries, checking connectivity, and managing database operations with robust error handling.

A full-stack markdown management system that provides AI agents with tools to create, search, and manage research articles using a PostgreSQL backend with optional semantic vector search.

An MCP server that provides access to the Library of Congress Subject Headings (LCSH) and Name Authority File (LCNAF) using the public suggest2 API.

A robust financial data MCP server that bridges Alpha Vantage API and MongoDB, enabling seamless stock price and news sentiment analysis with automatic data caching and API key rotation.

A secure Model Context Protocol server that enables LLMs to perform natural language data analysis and execute SQL queries against AWS Athena with built-in security layers and data redaction.

A production-grade MCP server implementation that uses CockroachDB as a resilient SQL-compatible backend to store and manage model contexts as JSONB.

MCP (Model Context Protocol) Server. Connects Claude to ClickHouse databases for direct query execution and data retrieval from time-series data, analytics datasets, or large-scale data warehouses without leaving the conversation interface.

This MCP server bridges Cline with Notion via the Dify API, allowing users to query Notion knowledge bases and retrieve detailed answers with page references directly within the IDE.

MCP server for text2sql