The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, modify your semantic model, and perform advanced analytics - all through natural conversation.
Model Context Protocol server for GraphQL
Neo4j Labs Model Context Protocol servers

StarRocks MCP (Model Context Protocol) Server
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, ConnectRPC, and MCP services without protobuf files.
Solana Model Context Protocol (MCP) Demo
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.
FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorDB
A Model Context Protocol server that provides access to BigQuery
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.
A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.
Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for Laravel applications. It connects your Laravel application with AI assistants using the MCP protocol.

Chat2DB is a free, cross-platform, local-first database client and SQL workspace for developers, DBAs, analysts, and data teams. Connect to 40+ databases, manage data, edit and run SQL, and use your own AI model to generate, explain, and optimize queries. Available on desktop, web, Docker, and CLI, with MCP support.
Open source MCP Servers for AWS
MCP server for Mikrotik
Dext - Modern Full Stack Framework for Delphi
Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
Where data access meets operational intelligence
PostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres application, existing or new, MCP server

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.
Open-source guardrails between AI agents and FHIR clinical data — PHI redaction, immutable audit, step-up auth, tenant isolation. MCP server + OpenAI/Gemini adapters. A healthclaw.io project.