Developer Tools MCP Servers

Simple

Implements a basic server for managing and controlling Master Control Program (MCP) operations.

Client Server Sample

Demonstrates the creation and usage of MCP clients and servers using Python.

Demo

Demonstrates MCP servers with a Next.js application, Express APIs, and a Postgres database.

Oracle Service Cloud

Enables large language models to query live Oracle Service Cloud data through a Model Context Protocol (MCP) interface.

S3 File Manager

Enables seamless upload, download, and management of files in Amazon S3 buckets, optimized for AI workflows and Model Context Protocol clients.

SSH Automation

Enables natural language-driven SSH automation and remote system management via the Model Context Protocol.

Weather

Demonstrates building a weather server and client using the fastmcp framework.

Slack Backend MQ Template

Facilitates the development of message queue system integrations as plugins for Slack backend server environments.

Shell

Provides a self-hosted execution environment enabling large language models to interact with code, files, and dependencies.

OpenProject

Integrates OpenProject's comprehensive project management capabilities with AI assistants through a FastMCP-based server.

Chinese Fortune

Provides a comprehensive system for traditional Chinese fortune-telling, including BaZi generation, Five Element analysis, and destiny interpretation.

Email Manager

Provides a unified email management interface for AI assistants, supporting multiple providers and accounts.

Mail IMAP

Provides LLM-optimized access to IMAP servers for robust email management.

Model ID Cheatsheet

Provides AI agents with accurate, up-to-date API model IDs, pricing, context windows, and capabilities across numerous AI providers.

Veil

Indexes code repositories for fast local retrieval, symbol resolution, and contextual search to assist AI coding agents.

Conductor Graph

Provides a real-time, machine-readable JSON graph of a CognOS agent system, enabling AI to analyze agent workloads and system health.

Modelmux

Orchestrates tasks across diverse AI models like Codex, Gemini, Claude, and Ollama, facilitating dispatch, broadcast, and collaboration through a unified interface.

MCPS

Provides a collection of HTTP Micro-Content Protocol (MCP) servers for interacting with diverse data sources like file systems, Navidrome, slskd, and Telegram text exports.

A2A Protocol

Enables AI agents to discover, delegate tasks, and communicate using Google's Agent2Agent Protocol via an MCP interface.

Veracode

Integrates Veracode CLI capabilities into AI code assistants to provide security scanning and AI-driven fix suggestions directly within the developer workflow.