Databases

A Node.js and TypeScript MCP server that provides direct database access and management tools for User and Product entities stored in MongoDB.

Database admin MCP: schema inspection, query optimization for PostgreSQL and MySQL

A persistent memory server powered by the Kuzu graph database that allows AI agents to store and retrieve structured knowledge through entities, relations, observations, and detailed tagging.

An MCP server that provides tools and resources for AI agents to interact with Amazon Redshift databases using SQL queries and schema exploration.

A MongoDB management server for the Model Context Protocol that enables operations on databases, collections, documents, and indexes with support for bulk operations.

A robust MCP implementation for Salesforce DX that enables LLMs to perform SOQL queries, manage orgs, deploy metadata, and automate Lightning Web Component (LWC) development and Aura migrations.

A Node.js and MongoDB-powered MCP server for managing Kanban boards with features like task tracking, prioritization, and performance analytics.

Enables semantic search and retrieval of MCP (Model Context Protocol) documentation using Redis-backed embeddings, allowing users to query and access documentation content through natural language.

A Model Context Protocol server that integrates with the Notion API to enable document management, database manipulation, and collaboration workflows directly through LLMs.

A Model Context Protocol server that allows for natural language control of Android devices via ADB, supporting browser automation, system settings manipulation, and hardware simulations.

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.

Interface for interacting with Space Frontiers data sources, offering both keyword-based and semantic search capabilities across library, telegram, and reddit databases.

A comprehensive MCP server providing tools for historical and real-time financial market data access, symbology resolution, and batch processing via Databento.

A deterministic MCP server that enforces auditable workflows by requiring AI agents to provide structured justifications and obtain human approval for file operations through a secure, tamper-evident pipeline.

A Model Context Protocol server that bridges Oracle Databases with LLMs, providing filtered table and column metadata as context for SQL generation and query execution.

A specialized MCP server for interacting with Microsoft Access (.mdb, .accdb) and SQLite databases, including read-only support for legacy Access 97 files. It facilitates database management, SQL execution, and data interchange via CSV and Excel imports/exports.

A robust MCP server for managing Grist documents, enabling AI agents to perform full CRUD operations on records, execute complex SQL queries, and manage database schema and page layouts.

DevFlow MCP provides a persistent, searchable knowledge graph memory for AI agents, featuring semantic search, temporal history tracking, and confidence decay using a local SQLite backend.

A comprehensive Model Context Protocol server for PostgreSQL that enables remote database management via HTTP/SSE. It provides tools for natural language querying, schema modification, data manipulation, and administrative maintenance.

A knowledge graph MCP server that tracks student progress using spaced repetition (SM-2) and mastery tracking to provide intelligent learning recommendations and visualizations.

A comprehensive MCP server providing database-like operations over LanceDB with automatic BGE-M3 multilingual embedding generation for semantic search.

A specialized MCP server for Oracle Databases that optimizes AI context by managing large schemas through intelligent caching, multi-database support, and comprehensive metadata tools.

A local fitness tracking server that provides comprehensive tools for logging and querying workouts, nutrition, and body composition metrics using a SQLite database. It supports granular exercise sets tracking, daily nutrition snapshots with meal-level detail, and body weight/skinfold history.

A local RAG system that combines a vector database with Playwright-based web scraping to create searchable knowledge bases for Claude.

A robust MCP server that enables AI assistants to perform data analysis by executing SQL queries against AWS Athena databases, managing long-running queries, and accessing saved named queries.

A sophisticated Retrieval-Augmented Generation (RAG) server that integrates Google AI Studio with Qdrant to provide hierarchical document chunking, semantic vector search, and code indexing via MCP.

A production-ready MCP server providing secure, read-only access to Microsoft SQL Server using Windows Authentication. It features extensive schema exploration tools and security filters to safely grant AI assistants access to enterprise databases.

A robust MCP server that exposes Retrieval-Augmented Generation (RAG) capabilities, allowing AI assistants like Claude to index, search, and query documents stored in ChromaDB.

An MCP server for SuperDB (the successor to zq/Brim Data) that provides AI assistants with tools for executing SuperSQL queries, managing database pools, and accessing expert documentation and LSP-powered code intelligence.

A comprehensive MCP server providing over 200 tools to manage CyberPanel hosting environments, including website, database, email, DNS, SSL, and Docker management.