Databases

A Model Context Protocol server that provides standardized tools for LLMs to interact with Redis databases, including key-value storage, retrieval, and pattern matching.

A robust MCP server for SQLite that enables LLMs to perform full database management, execute SQL queries, and generate automated business intelligence insights.

A Model Context Protocol server that provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute SQL queries safely within transactions.

A static analysis tool for SQL Server that provides over 120 database code analysis rules to check for best practices and 'TSQL Smells' directly via an MCP server for AI assistants.

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

A secure code execution environment that provides containerized sandboxes for running Python and JavaScript snippets safely via LLM applications.

Full Featured MCP Server for MongoDB Databases.

A Model Context Protocol server that connects AI assistants to the SEC EDGAR database, providing structured access to corporate filings, financial statements, and insider trading data.

A robust local memory system for LLMs that provides semantic vector search, conversation tracking, and development context persistence across tools like VS Code and LM Studio.

A collection of Model Context Protocol (MCP) servers built on the Quarkus framework for Java, providing integrations for databases, Kubernetes, container engines, and the Wolfram Alpha API.

A MongoDB MCP server that enables LLMs to perform database operations including document querying, schema inspection, and index management using natural language.

A Model Context Protocol server that enables interaction with DuckDB databases, allowing LLMs to perform SQL queries, schema inspection, and data analysis locally.

A secure MCP server that executes Python code in a sandboxed Pyodide/Deno environment, providing automatic dependency management and complete isolation from the host system.

pctx acts as an execution layer and unified MCP aggregator that runs tool calls inside a secure Deno sandbox using 'Code Mode' to reduce token usage.

A tool-rich MCP server for interacting with Snowflake databases, enabling SQL query execution, schema exploration, and dynamic data insight aggregation.

A specialized MCP server for interacting with Weaviate, the AI-native vector database, enabling object insertion and hybrid search operations.

A tool for AI agents (like Claude Code and Cursor) to control computer and mobile environments, specifically enabling local or cloud-based Android and desktop automation.

A comprehensive PostgreSQL management server providing 17 specialized tools for schema design, query execution, performance monitoring, and secure data manipulation.

A specialized MCP server that connects LLMs to BloodHound's Neo4j database, allowing security professionals to perform Active Directory and Azure AD attack path analysis using natural language.

A comprehensive MCP server providing local access to a database of 300,000+ food items for nutritional analysis and barcode lookups. It integrates authoritative public sources like the USDA to assist with recipe analysis, dietary planning, and obtaining detailed macronutrient data.

A Pinecone vector database integration for semantic search and RAG workflows, supporting automated document chunking, embedding generation, and management directly within MCP clients.

A workflow-based MCP server that allows AI agents to escalate questions to humans via a markdown file, preventing hallucinations by ensuring critical decisions are verified by a person.

A specialized MCP server for accessing the PubMed medical research database, enabling AI assistants to search biomedical literature, retrieve abstracts, and download open-access full-text articles via the Entrez API.

A comprehensive integration that enables AI agents to manage Apache Superset via API, providing capabilities for SQL query execution, dashboard/chart manipulation, and dataset management through a conversational interface.

An MCP server that enables LLMs to manage 1Panel instances, allowing for the automation of website creation, database management, SSL certificate handling, and system monitoring.

A Node.js MCP server that spins up isolated Docker - based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation

A robust Model Context Protocol server that translates natural language into Notion API actions for managing pages, blocks, databases, comments, and users.

A Model Context Protocol server that facilitates secure interaction with MySQL databases, enabling AI models to query, update, and manage database structures using prepared statements.

The official StarRocks MCP server enables AI assistants to directly interact with StarRocks databases through SQL execution, schema exploration, system monitoring, and automated data visualization using Plotly.

Eion is a shared memory and knowledge graph storage system that enables multi-agent systems to maintain persistent, searchable context across sessions using PostgreSQL and Neo4j.