Databases

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

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.

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

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

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

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.

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

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.

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.

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.

A comprehensive MCP server for Directus providing full API coverage for CMS management, including collection CRUD, schema analysis, flow automation, and user/file management.

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.

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

A professional MCP server for automated SQL injection testing and database reconnaissance, exposing SQLMap's core capabilities through 12 specialized tools. It supports everything from basic scanning and data extraction to advanced system-level reconnaissance with proxy and Tor integration.

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 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.

A local observability proxy and security firewall for MCP that intercepts SQL tool calls to DuckDB or Postgres to provide safety guardrails, query logging, and a built-in UI for inspection.

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

A privacy-focused local memory MCP server that provides persistent storage, session management, and fuzzy search for user preferences, prompts, and code changes using local JSON files.

A robust PostgreSQL MCP server for database exploration, querying, and performance analysis with built-in SQL injection prevention and read-only safety modes.

An MCP server that assists developers in writing Milvus SDK code by providing intelligent code generation, ORM-to-client conversion, and cross-language translation using the latest indexed Milvus documentation.

MCP server providing AI assistants with safe, read-only SQL Server access

A specialized HTTP-based MCP server for discovering and retrieving detailed technical information about other Model Context Protocol implementations registered on MCP Hub.

A template for building agentic orchestration services using FastAPI and LangGraph, integrated with the Model Context Protocol (MCP) to standardize tool and context management.

A production-ready MCP server for Okta administration offering dual-mode operation for either standard tool interaction or autonomous agent workflows with secure, sandboxed code execution.

A semantic code intelligence and workspace management framework that provides tree-sitter based structural analysis and a 'Workspace TUI' for token-efficient agent interactions.