Databases

MCP server for text2sql

A Zotero MCP server that enables AI-powered semantic search and reference management using PostgreSQL pg-vector with OpenAI or Ollama embeddings. It allows users to search items, manage tags/collections, extract PDF annotations, and sync their library for advanced RAG-based research workflows.

A specialized MCP server for genomics research that enables AI agents to query and analyze data across multiple Omics AI Explorer platforms using direct SQL or structured tools.

Enables Claude to perform semantic search across your Obsidian vault using Smart Connections vector database. Provides meaning-based search, related note discovery, and context retrieval for RAG queries instead of basic keyword matching.

A specialized Elasticsearch MCP server fork optimized for VSee's stats-* indices, providing advanced analytics tools for tracking visit trends, platform breakdowns, and account performance metrics.

A server that connects to The Movie Database API, enabling clients to fetch popular movies, now playing movies, movie details, cast information, and search for movies through a Message Control Protocol interface.

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

An AI-powered legal research tool that enables users to search for and retrieve legal precedents and case law decisions through a Model Context Protocol server. It supports both Turkish and English, providing lawyers and researchers with streamlined access to a comprehensive database of jurisprudence.

Helps users decide what to eat by randomly selecting meals from a database of 100+ options or a custom list using an interactive spinning wheel widget. It supports cuisine filtering and provides an engaging visual interface to resolve mealtime indecision.

A serverless backend that enables natural language querying of a Postgres database, converting user questions into SQL and returning structured, UI-friendly responses.

A production-ready Python MCP server providing tools for fetching live weather data, querying local SQLite databases, reading files, summarizing webpages, and performing safe mathematical calculations. It enables MCP-compatible LLM clients to execute these tasks autonomously as part of agentic workflows.

An MCP server that allows AI assistants like Claude, Windsurf, and Cursor to connect to Microsoft SQL Server databases for natural language querying and data analysis.

A read-only Model Context Protocol server that enables LLMs to query live Salesforce Marketing data using natural language by wrapping the CData JDBC Driver as a relational SQL model.

AutoBot MCP enables remote control and automation of Android devices, supporting UI interactions, app management, ADB commands, and system operations through the Model Context Protocol.

An MCP server that enables AI assistants to explore SQLite databases by listing tables, inspecting schemas, and executing SQL queries.

A toolset for academic research that enables precision PubMed searches, MeSH term lookup, and structured PICO-based evidence synthesis.

Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, database tables, and records through natural language. It provides tools for searching, creating, and retrieving detailed information about Pipefy workflows and database entities.

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

Enables secure interaction with Notion through a suite of tools for searching, reading, and modifying pages and databases. It features OAuth 2.1 authentication with PKCE and encrypted token storage to provide an enterprise-ready interface for MCP clients.

The ultimate universal database connector for AI Agents (Cursor, Claude, Gemini, Zed, Cline). Zero-config MCP server for PostgreSQL, MySQL, SQLite, MongoDB, and Redis.

Enables trading operations and market analysis through MetaTrader 5, MLP AI signals, and database integration. Supports real-time market data, automated trade execution, portfolio management, and performance monitoring through natural language commands.

MCP server for FastBCP — high-performance parallel database export to files and cloud

MCP server for FastTransfer — high-performance parallel data transfer between databases

MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet

MCP server for MigratorXpress — cross-platform database migration with parallel transfer

Natal charts, transits, history, ingress forecasting, aspects, composite & Davison charts — SQLite.

Provides tools for interacting with CouchDB databases, enabling document management, Mango search queries, and database administration. It allows Claude Code and other MCP clients to perform CRUD operations and manage indexes on local or remote CouchDB instances.

Enables LLMs to scrape, index, and search modern and legacy Salesforce documentation by piercing complex Shadow DOM and iframe structures. It supports hierarchical spidering of entire guides and local RAG capabilities using a SQLite database for offline querying.

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.

Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.