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.

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

Boilerplate built for AI coding agents, tools, CLI

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.

Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

Redis' official collection of agent skills

MCP Server for SigNoz

GitHub Copilot for Azure

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.

Agent Skills to help developers using AI agents with Supabase

An experimental MCP Server for foundry built for Solidity devs

Algorand Local Model Context Protocol (Server & Client)

Plugin for Butterbase.ai

Open source MCP Servers for AWS

Give AI agents safe access to your database.