Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

An MCP server for Google Spreadsheet integration, connecting via a Google Apps Script Web App.

An MCP server providing weather tools from the National Weather Service (weather.gov) API, built with Spring Boot.

MCP server to manage OpenProject work-packages realized in Java.

Search Spryker packages, documentation, and code within Spryker GitHub repositories using natural language.

Analyze, lint, and convert SQL dialects using SQLGlot.

Enables AI assistants to access and query SQL Server databases.

An MCP server for interacting with Microsoft SQL Server Express databases.

A server for making queries to MySQL, PostgreSQL, and SQLite databases.

A read-only Model Context Protocol (MCP) server for Microsoft SQL Server, enabling safe metadata discovery and parameterized SELECT queries.

Transpile SQL queries between different dialects using the sqlglot library.

An MCP server for connecting to any ODBC-compliant database via SQLAlchemy, supporting various DBMS backends.

MCP server providing AI assistants with safe, read-only access to SQL Server databases. Built with C#/.NET 10, it uses AST-based query validation (Microsoft's T-SQL parser) to ensure only SELECT statements execute - blocking INSERT/UPDATE/DELETE/DROP/EXEC at the syntax tree level. Features include schema exploration, PlantUML/Mermaid ER diagram generation, rate limiting, and integrated DBA diagnostic toolsets (First Responder Kit, DarlingData, sp_WhoIsActive).

ADR (Architecture Decision Record) for AI Agents – An MCP server that enables AI agents to create, query, and maintain architecture decision records in a structured SQL database

Analyze, lint, and fix SQL queries using the SQLFluff linter.

MCP server for SQLite files. Supports Datasette-compatible metadata!

Product‑discovery and strategy platform integration. Create, query and update opportunities, solutions, outcomes, requirements and feedback from any MCP‑aware LLM.

Your AI Product Manager. Surface insights, build roadmaps, and plan strategy with 30+ tools.

A secure MCP implementation for Squads multisig management on the Solana blockchain.

A Model Context Protocol (MCP) server for square

Squidler is designed to validate your web app as a human based on natural language use cases, without write brittle, DOM-dependent tests.

SR MCP-server: Access Swedish Radio open data. (Sveriges Radio)

Deep code indexing for AI agents — 25 MCP tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages. Fully local, zero cloud dependencies.

Connects AI agents to the SS&C Next Generation REST API to automate business processes.

A stateful calculator server using Server-Sent Events (SSE) for real-time communication.

An example MCP Server demonstrating Server-Sent Events (SSE) usage.

Execute Rails console commands remotely and securely over SSH.

An MCP server that provides SSH-based remote management tools, acting as proxy

Query Vietnam stock intraday data using the SSI FastConnect API.

Integrates with the Stability AI API for image generation, editing, and upscaling.

Build and deploy AI applications using the Stack AI platform.