Databases

A unified Model Context Protocol server providing secure access and management tools for multiple database types including PostgreSQL, MySQL, Redis, MongoDB, and more.

A local-first vector memory store that allows AI assistants to persist semantic context, decisions, and session handoffs using LanceDB and local embeddings.

A prediction server based on the Alink tutorial providing tools for GMV forecasting by year and sentiment analysis for user feedback.

A Docker-based semantic code search engine that uses AST-aware chunking, vector embeddings, and Neo4j graph relationships to provide deep context across multiple repositories.

A sophisticated graph-based memory system for LLM agents that implements the Zettelkasten principle with autonomous maintenance processes. It features semantic retrieval, automatic note classification, relationship suggestion, and deep web research capabilities to maintain a high-quality knowledge base.

A comprehensive MCP server providing full CRUD operations, index management, and administrative monitoring for MongoDB databases, enabling LLMs to perform complex data queries and database maintenance.

A PostgreSQL performance optimization assistant that identifies missing indexes and suggests query rewrites by connecting your IDE to Querysharp's database monitoring service.

MCP (Model Context Protocol) Server. Bridges MongoDB databases with AI systems, enabling document retrieval and analysis through standardized queries and operations.

Enables AI assistants to securely query and manage Okta resources for IAM and security administration. It supports dual-mode operation for standard tool interaction or autonomous agent workflows with sandboxed code execution.

A read-only MCP server that bridges SAP NetWeaver Gateway via JDBC, allowing AI models to perform table discovery, metadata retrieval, and SQL SELECT queries on SAP business data.

An HTTP proxy that secures MCP servers by intercepting tool calls and blocking requests based on configurable keyword patterns. It provides a simple way to prevent destructive operations on upstream servers like databases through a JSON-based gate system.

A privacy-focused, local-first gateway that enables natural language querying of Apache Druid and ClickHouse databases using local LLMs via the Model Context Protocol.

A supply chain security MCP server that assesses software packages for vulnerabilities, exploits, and dependencies across multiple ecosystems like PyPI, NPM, and Maven.

An MCP server that enables programmatic access to EndNote .enl libraries, allowing users to list metadata, search references, and extract full text from attached PDFs.

An MCP server for the atPlatform ecosystem, providing decentralized tools for managing atKey data and accessing comprehensive protocol documentation.

A Node.js MCP server providing secure, read-only access to Oracle databases for executing SELECT queries and exploring schema structures.

An enterprise-grade security analysis MCP server that integrates Snyk, CycloneDX, and custom scanners for SAST, SCA, and SBOM generation. It enables automated detection of vulnerabilities, hardcoded secrets, and compliance reporting directly within MCP-compatible environments.

A TypeScript-based MCP server providing secure, read-only access to Dameng (DM8) databases with proxy support and SQL injection prevention.

Extracts and validates PostgreSQL database schemas by executing migration files in temporary Docker containers, providing both human-readable summaries and full SQL DDL.

A robust MCP server that enables secure, credential-free database interactions across PostgreSQL, MySQL, MongoDB, and Oracle via a centralized SQLite configuration.

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness.

A high-performance MCP server connecting LLMs to Wikidata using a hybrid architecture that optimizes for both sub-250ms simple searches and complex relational SPARQL queries.

A lightweight RAG system providing an MCP server interface for searching and interacting with Qdrant vector-based knowledge bases. It enables retrieval-augmented generation and search across specialized collections through a standardized API.

An MCP server conducts real-time material science data queries with the Optimade database (for example, elemental composition, crystal structure).

MCP (Model Context Protocol) Server. Enables AI systems to query and explore PostgreSQL databases with tools for schema exploration, data searching, and executing safe SQL queries

Unofficial MCP server for NCBI Entrez databases, providing access to PubMed articles, gene information, protein data, and other biomedical research resources through NCBI's E-utilities API.

A specialized MCP server providing real-time access to the Hong Kong Legislative Council (LegCo) open data, including bills since 1844 and voting results, questions, and Hansard records since 2012.

A comprehensive MCP server for Microsoft SQL Server and Azure SQL, providing tools for schema exploration, query execution, and database management with built-in security and connection pooling.

Automated ADR (Architecture Decision Records) for Claude Code - MCP server with SQL-backed decision repository

A local SQLite-based project management server that enables AI assistants to track hierarchical organizations, projects, tickets, and tasks with offline support and PDF report generation.