Developer Tools MCP Servers

Weather

Integrates real-time weather data into large language models and Model Context Protocol clients.

Weather Demo

Demonstrates basic usages of the Model Context Protocol with a Python server and client.

My Server

Manages a simple notes system through a Model Context Protocol server, providing resources, tools, and prompts for note interaction.

Knowledge Base

Exposes knowledge base operations as tools for AI agents, facilitating secure management and querying of a Django-backed knowledge base.

Inori

Facilitates interaction with large language models through a simple MCP server implementation.

FTL

Build and run polyglot Model Context Protocol (MCP) servers using WebAssembly for secure, high-performance AI agents.

AI Agent Template

Provides a foundational template for building AI agents in Python, featuring a planner and executor with OpenAI API and MCP integration.

Prompt Optimizer

Optimizes AI prompts for clarity, specificity, and structure within the Model Context Protocol.

EPO OPS

Enables seamless integration with European Patent Office (EPO) OPS services via an MCP server.

Action Servers

Orchestrates real-world actions like file management, Python code execution, web scraping, and shell commands via lightweight Model Context Protocol servers.

Azure DevOps

Enables AI agents to interact with Azure DevOps projects, managing work items, wikis, and repositories.

JXLS Template Generator

Generates Excel template files conforming to JXLS specifications via the Model Context Protocol (MCP).

HelloPython AI ML

Provides PyTorch AI/ML examples for Modal Context Protocol (MCP), Agent-to-Agent (A2A), RAG, and vLLM workflows, enabling reproducible and scalable pipelines for research and deployment.

Copilot Studio AI Connector

Enables deployment and integration of Model Context Protocol servers with Microsoft Copilot Studio to provide context to large language models.

iTerminator

Automates iTerm2 terminals, allowing AI assistants to control command execution and TUI interactions through the Model Context Protocol.

Domain Checker

Provides a Model Context Protocol (MCP) server for checking domain availability using the Namecheap API.

Rust Docs

Provides comprehensive access to Rust crate documentation and metadata from crates.io and docs.rs.

SP Database

Provides real-time database schema information to AI assistants via Model Context Protocol.

CSV to DB

Provides a Model Context Protocol (MCP) server solution for managing CSV data and integrating it with databases, featuring a modern React frontend.

EAI

Provides an integration server to programmatically access Enterprise Application Integration (EAI) services for network reports and management.