Servers Directory

RealChar: Create Real-time AI Characters & Companions

★ 6,204+0%

RealChar enables real-time AI character creation & interaction. Customize personality, voice, and engage across web, mobile, and terminal platforms with no coding. Build your ideal AI companion today!

Genkit

★ 5,649+0%

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

OpenSpec: Spec-Driven Development for AI Coding Assistants

★ 30,724+0%

OpenSpec enables spec-driven development, aligning humans and AI before coding. Get deterministic, reviewable outputs with structured change tracking, native AI slash commands, and no API keys.

Solon Ai: Java AI Development Framework

★ 317+0%

Build Java AI apps easily with Solon Ai. Supports LLM, RAG, function calling, and more. Simplify AI integration in Java projects. Try it now!

mcprouter

★ 306+0%

api router for MCP Servers

Context Generator

★ 310+0%

PHP-based tool for generating structured documentation from files, repositories, diffs, and URLs through a modular architecture with powerful configuration options for AI-assisted development workflows

Apple Shortcuts

★ 311+0%

Trigger shortcuts and automate tasks on macOS in a safe and controlled way.

Microsoft SQL Server (MSSQL)

★ 321+0%

Securely integrates with Microsoft SQL Server databases for data analysis, reporting, and management.

App Store Connect MCP: API Management Tool

★ 305+0%

Automate App Store Connect tasks with the MCP server! Manage apps, beta testers, bundle IDs, devices, and users via the API. Streamline your mobile development workflow.

Rhino 8

★ 316+0%

Enables direct control of Rhino 8's 3D modeling environment through a C# SDK-based server that exposes modeling operations for design workflow automation and conversational interfaces.

Gearsystem: Sega Master System, Game Gear Emulator & Debugger

★ 332+0%

Gearsystem offers highly accurate Sega Master System, Game Gear, & SG-1000 emulation. Features a powerful debugger, AI-assisted MCP server, and cross-platform support for developers.

Ruv-FANN: Ephemeral CPU-Native AI & Neural Intelligence Framework

★ 333+0%

Ruv-FANN delivers ephemeral, CPU-native AI with Rust. Build & deploy intelligence 4.4x faster, 29% less memory. Achieve 84.8% SWE-Bench solve rates. Run AI anywhere!

Node.js Debugger: AI-Powered Debugging Tool (CDP)

★ 340+0%

Unlock advanced Node.js debugging with Debugger, an AI-powered tool leveraging Chrome DevTools Protocol. Set breakpoints, step through code, inspect variables, and evaluate expressions efficiently. Ideal for AI assistants and developers.

ABCoder: AI-Powered Code Context for LLMs & Dev Tools

★ 333+0%

ABCoder: AI-powered framework enhancing LLM code context and accelerating AI-assisted programming app development. Features UniAST, Code-RAG, and MCP server integration for precise understanding.

Interactive: LLM User Interaction Tool

★ 338+0%

Interactive enables seamless LLM-user communication through prompts, chat, and notifications. Customize timeouts, disable tools, and build interactive AI workflows. Ideal for local development and feedback gathering.

CSS: MDN Docs, Code Analysis & Design Patterns

★ 328+0%

Official MDN CSS documentation & browser compatibility. Comprehensive CSS code analysis (150+ metrics), design pattern detection, and project-wide quality insights. Fast, framework-agnostic, and cached.

MemoryMesh

★ 336+0%

This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.

MCP LLM Bridge

★ 335+0%

MCP implementation that enables communication between MCP servers and OpenAI-compatible LLMs

Azure DevOps MCP Server: AI-Powered DevOps Automation

★ 346+0%

Securely connect AI assistants to Azure DevOps with this MCP server. Automate workflows, manage projects, create work items, & more using natural language. Supports PAT, Azure Identity & Azure CLI.

Ultrarag

★ 5,465+0%

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

Claude Context

★ 5,641+0%

Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.