Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
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.
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

Token conscious database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.
MCP Server for SigNoz
MSSQL Server MCP implementation written in C#
Solana Model Context Protocol (MCP) Demo
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for 1Panel.
A Model Context Protocol server that provides access to BigQuery
A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.
An experimental MCP Server for foundry built for Solidity devs
Algorand Local Model Context Protocol (Server & Client)
Give AI agents safe access to your database.
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Airtable integration for AI-powered applications via Anthropic's Model Context Protocol (MCP)
This is a TypeScript-based MCP server that provides database interaction capabilities through ArangoDB.
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.
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.
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.
A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.