API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build performant and cost-efficient APIs on top of BigQuery or Snowflake for AI Agents and Data Apps

A generic, modular server for implementing the Model Context Protocol (MCP).

SmartBear's official MCP Server

AI-driven quality & governance MCP Server for dbt projects. Audit coverage, profile data, detect schema drift, and auto-generate documentation — all through natural language with your AI assistant.

Build production-ready AI agents in Claude Code from natural language. Analyzes your problem, researches best practices, and generates subagents, skills, hooks, commands & MCP configs.

Your Windows syscall hooking factory - feat Canterlot's Gate - All accessible over MCP

Qonto MCP Server

Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.

A TypeScript SDK for implementing Model Context Protocol (MCP) over MQTT, supporting both browser and Node.js environments.

A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.

Model Context Protocol (MCP) server for AI-powered Fastly CDN management.

Always keep your codebases ready for Agents. Improve any coding workflow by atleast 2x by maintaing a live, pluggable context layer per repo that creates and maintains Agents.md

Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.

TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

AI-powered logo design → SVG → full brand kit. Free, local, MCP-native.

pty-mcp-server

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

MCP server for spatial transcriptomics analysis through natural language interfaces.

Goku is an HTTP load testing application written in Rust

MCP server for real-time world news — free, no API key required

LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic questioning and expert error resolution

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).

MCP server for building PocketBase apps really quickly - Need a front end quick consider FastPocket