Databases

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

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 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.

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.

MCP (Model Context Protocol) Server. Enables semantic search across multiple document collections using Qdrant vector database integration, allowing natural language queries with configurable result counts and collection tracking.

This MCP server provides a bridge to the Drug Gene Interaction Database (DGIdb) GraphQL API, allowing users to query drug-gene interactions, gene categories, and drug attributes directly through AI clients.

A production-ready SQLite-based memory server for the Model Context Protocol that provides ACID-compliant persistence and thread-safe concurrent access via WAL mode.

A local GraphRAG implementation using DuckDB and LlamaIndex to provide hybrid search and knowledge graph exploration via the Model Context Protocol.

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable natural language interaction with repositories, offering tools for searching, creating issues, and performing semantic searches across stored documents using PostgreSQL with pgvector.

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

A lightweight MCP server built with FastMCP that enables exploration of SQLite databases by listing tables, inspecting schemas, and executing read-only SQL queries.

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.

A warehouse-native analytics MCP server that enables users to query, analyze, and explore data schemas using natural language through conversational AI.

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

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

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

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

A specialized MCP server providing access to 1.6 million official Swiss health insurance premium records (BAG Priminfo) from 2016-2026, allowing for precise comparisons and price history analysis.

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

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

A comprehensive MCP server providing access to the National Library of Sweden's (Kungliga biblioteket) open APIs, including Libris, K-samsök cultural heritage records, and Swepub research publications.

A versatile MCP server that allows AI models to connect to and manage PostgreSQL, MySQL, and SQLite databases with separate tools for safe read-only operations and data modification.

A comprehensive MCP server providing full lifecycle management for MongoDB Atlas and direct database interactions, including querying, aggregation, schema inspection, and cluster administration.

A specialized MCP server for the EdgeLake distributed database, enabling AI assistants to explore schemas and execute complex SQL queries across distributed edge nodes.

A customized MCP server that enables interactive feedback loops between AI and humans, featuring a web-based UI for submitting text and images with extended timeout support.

MCP (Model Context Protocol) Server. Provides a bridge between MongoDB databases and natural language, enabling collection listing, document querying, record manipulation, and aggregate operations without writing complex queries.

A professional MySQL MCP server that provides comprehensive database management, anomaly analysis, performance optimization, and health monitoring diagnostics.

An MCP server that enables AI agents to interact with PostgreSQL databases, allowing them to browse schemas and execute read-only queries.

An MCP server implementation using FastAPI and SSE that provides tools to manage and query an employee database in PostgreSQL.