Developer Tools MCP Servers

Google Directory by CData

Connects Large Language Models (LLMs) to live Google Directory data via a SQL interface, enabling natural language queries.

Perplexity

Provides Model Context Protocol (MCP) server implementations for interacting with Perplexity AI models.

ZepAI Memory Layer

Automatically converts FastAPI backend services into Model Context Protocol (MCP) tools and resources, acting as a flexible protocol adapter.

Website Generator

Generates complete websites and individual web components (HTML, CSS, JavaScript) by leveraging free large language models from Groq and Google Gemini.

Multilingual Translator

Provides real-time multilingual text and audio translation using AI, supporting over 20 languages through a modular server design.

SmallRain

Demonstrates functionality of the GitHub MCP server through GitHub API integration and multilingual support.

Postgres Remote

Enables remote access to a PostgreSQL database via the Model Context Protocol (MCP) using Cloudflare Workers.

Custom

Automates tasks by integrating Gmail and GitHub using an intelligent agent powered by OpenAI.

7zOp

Provides a local server for programmatic control and automation of 7-Zip archive and file system operations.

Weather Hello

Provides a minimal MCP tool server with weather and greeting functionalities, integrated with a LangChain agent for dynamic tool discovery.

Orchestrica

Orchestrates multiple AI agents with flexible communication protocols for scalable AI applications.

WebSee

Provides AI assistants with advanced frontend debugging capabilities through specialized tools for web applications.

Prompt

Manages tasks through the Model Context Protocol (MCP).

FS Multi-Repo

Access files across multiple code repositories from a single unified Model Context Protocol (MCP) server, simplifying file management for AI assistants and developers.

Resume Chat

Facilitates AI-powered chat about personal resumes and enables email notifications, ideal for job interviews and demonstrating Model Context Protocol capabilities.

Atlassian Custom

Provides a Model Context Protocol server for Atlassian Confluence, enabling complete asset downloads and smart collaborative editing.

AiNotes

Enables creation, storage, and retrieval of text notes through a conversational AI interface like Claude Desktop.

Iris

Automates the generation of tag-based release notes for Git repositories by analyzing differences between tags.

Docs2Prompt

Enables documentation from GitHub repositories or websites to be converted into prompts suitable for Large Language Models (LLMs) through an MCP server.

Flow

Adapts existing web APIs into a standardized Model Context Protocol (MCP) interface for structured and consistent AI access.