Databases

A persistent memory system for AI agents that provides semantic search, temporal versioning, and importance-based decay using SQLite and Qdrant integration.

MCP (Model Context Protocol) Server. Enables secure AI-driven interactions with Microsoft SQL Server databases for automated data analysis, dynamic reporting, and intelligent database management.

MCP (Model Context Protocol) Server. Provides secure, isolated Python code execution environments with modular architecture for running untrusted code, testing solutions, generating visualizations, and performing file operations through multiple backend options including E2B and Firecracker microVMs.

A comprehensive MCP server that bridges Metabase with AI assistants, enabling natural language interactions for dashboard creation, SQL execution, database management, and business intelligence reporting.

A robust MCP server for bridging Android Debug Bridge (ADB) with AI clients, allowing natural language control over Android device management, package operations, and file transfer.

A high-security text-to-SQL MCP server built on FastMCP for MySQL databases, featuring RSA-based authentication and safe query execution with built-in SQL injection protection.

A robust MCP server for managing Turso databases, offering both organization-level management and secure database-level SQL operations including vector search.

MCP (Model Context Protocol) Server. Integrates with Amazon DynamoDB to enable natural language-based table management, capacity adjustment, and data operations while maintaining safeguards against accidental deletions.

MCP (Model Context Protocol) Server. Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis and retrieval of email data in Windows environments.

MCP (Model Context Protocol) Server. Provides a bridge between natural language interfaces and Alibaba Cloud PolarDB databases, enabling direct interaction with MySQL and PostgreSQL instances through queries, table exploration, and configurable SQL execution.

An MCP server to connect to AnalyticDB for PostgreSQL instances, query and analyze data.

A comprehensive RPG simulation kernel and state engine that enforces D&D 5e-style rules, managing combat, world generation, and NPC memory via an agentic MCP framework.

A comprehensive MCP server for rekordbox database management that provides real-time SQLite access for track searching, playlist manipulation, and DJ performance history analysis.

A data visualization MCP server that integrates DuckDB and Databricks to transform natural language queries into interactive Plotly-powered charts and statistical insights within Claude Desktop.

MCP server that provide tools to LLMs such as claude in cursor to interact with MongoDB

MCP (Model Context Protocol) Server. Integrates code analysis using a Neo4j graph database to enable structural insights, quality metrics, and natural language querying of codebases.

A vector-native memory engine for AI agents supporting short-term buffers, long-term persistence, and collaborative shared spaces with fine-grained access controls.

A WeChat automation server that uses ADB to control Android emulators (LDPlayer 9), allowing AI assistants to send personalized messages and capture screenshots directly through the mobile interface.

MCP (Model Context Protocol) Server. Provides read-only access to Bear note-taking app's SQLite database for searching and retrieving notes and tags through local Node.js server tools.

An MCP server that enables secure remote execution of Rails console commands via SSH, featuring a prepare-and-execute workflow for safe read-only and mutation operations on production environments.

An MCP server that converts localized shell commands and prompt templates defined in YAML into secure, discoverable tools for AI coding assistants.

A comprehensive MCP server providing tools to access the Open Targets Platform GraphQL API for biomedical research, covering targets, diseases, drugs, variants, and evidence scoring.

Manage MongoDB Atlas projects and resources directly through MCP, enabling tasks like cluster creation, user management, and network access configuration.

MCP (Model Context Protocol) Server. Bridges Supabase databases with natural language commands for querying tables, generating TypeScript types, and exploring schemas.

The Threat.Zone MCP server provides high-fidelity malware analysis capabilities, allowing LLMs to perform sandbox execution, static analysis, and CDR processing on files and URLs while retrieving detailed threat intelligence and network forensics.

MCP (Model Context Protocol) Server. Provides a bridge to Supabase PostgreSQL databases for managing tables, storage, users, and realtime features through natural language interaction without manual SQL queries.

Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions, analytics, workflows, and tools

An MCP server integrated directly into GDB that allows AI models to execute arbitrary debugger commands and inspect program state through an SSE connection.

A persistent local memory server for AI agents that provides episodic and semantic storage with a visual dashboard. It allows agents to retain context across sessions using a 3-layer brain architecture comprising short-term, long-term, and graph-based memory.

A sophisticated interaction layer for AI coding assistants that enables real-time two-way dialogue, requirement clarification, and user confirmation via a modern PySide6 UI.