Databases

A robust MySQL database connector for LLMs featuring SSH tunnel support, security-focused read/write controls, and comprehensive schema inspection capabilities.

A comprehensive MCP server that bridges AI IDEs with Tencent CloudBase, enabling full-stack application deployment, database management, and cloud function orchestration through natural language.

A Model Context Protocol server that enables AI models to analyze Windows crash dumps and perform remote debugging by bridging with the WinDbg/CDB engine.

Both MongoDB Community Server and MongoDB Atlas are supported.

A suite of MCP servers designed to interact with Neo4j graph databases, enabling natural language Cypher queries, knowledge graph memory storage, Aura cloud management, and interactive data modeling.

A comprehensive MCP server for interacting with the Notion API, allowing LLMs to search, read, create, and modify pages, databases, blocks, and comments while optimizing token usage via experimental Markdown conversion.

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

A declarative framework that turns Markdown files and CLI tools into shareable LLM applications and MCP-compatible services. It allows users to define tools like SQL clients, grep, or curl directly in Markdown frontmatter to create modular AI agents.

A local knowledge graph system providing persistent memory for AI models through structured entities, relations, and context-aware storage. It supports both global and project-local databases with built-in safety markers to ensure secure data management.

MCP (Model Context Protocol) Server. Execute code in a secure WebAssembly sandbox supporting Python, JavaScript, C, C++, Ruby, and PHP

Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. This serves as a powerful backend for Retrieval Augmented Generation (RAG), enabling AI assistants to access precise, up-to-date project information.

An MCP server for ClickHouse and chDB that enables natural language querying of large datasets with read-only safeguards and support for both remote clusters and embedded engines.

An MCP server that enables programmatic control of Android devices via ADB, allowing for automated UI analysis, package management, and device interaction.

A long-term memory MCP server using Mem0 and PostgreSQL vector storage to provide AI agents with persistent, semantic memory capabilities.

This MCP server provides an interface to phpMyFAQ, a multilingual, database-driven FAQ system, enabling LLMs to interact with its FAQ records, categories, and media manager.

A specialized MCP server that enables LLMs to interact with Elasticsearch clusters using natural language to list indices, inspect mappings, and execute search queries or ES|QL.

A comprehensive MCP server providing access to Turkish legal databases including Supreme Courts, Constitutional Court, and various regulatory authorities with optimized Markdown retrieval.

The Neon MCP Server enables natural language interaction with Neon Postgres databases, allowing users to manage projects, branches, and execute SQL queries or migrations via LLMs.

Wren Engine is a semantic layer for MCP clients that provides a standardized way for AI agents to understand and query complex enterprise data sources with business context.

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

A PostgreSQL Model Context Protocol server that allows AI assistants to interact with databases using natural language, providing safe read-only access and automatic SQL generation.

MCP (Model Context Protocol) Server. Database integration with security and compliance. Supports: PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch and DuckDB.

A DuckDB-powered MCP server that allows users to query Apple Health CSV exports using SQL or natural language to analyze metrics like heart rate, steps, and sleep.

A Model Context Protocol server that enables LLMs to programmatically interact with IDA Pro databases for automated reverse engineering and binary analysis.

Marmot is an open-source data catalog and metadata discovery platform that provides powerful search and interactive lineage visualization for data assets like tables, topics, and APIs.

A comprehensive MCP server for Ruby on Rails that provides tools for route inspection, database schema retrieval, model analysis via Prism, and sandboxed Ruby execution across multiple projects.

Embeddings, vector search, document storage, and full-text search with the open-source AI application database

ATLAS is a robust graph-based project and knowledge management system that enables LLMs to organize complex workflows through hierarchical tasks, dependency tracking, and centralized knowledge repositories using Neo4j.

A comprehensive MCP server that enables AI agents to manage dbt projects, query semantic layer metrics, execute dbt CLI commands, and interact with dbt Cloud Admin APIs.

An agentic RAG server powered by LanceDB and Docling that provides high-performance hybrid search, multi-agent research workflows, and document management through the Model Context Protocol.