Development Tools

A library for reactive programming and hot module reloading in Python, specifically designed for interactive environments and Pyodide.

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

A comprehensive MCP server that enables AI-driven management of GNS3 network simulations, allowing for automated topology creation, device configuration via templates, and real-time troubleshooting.

MCP (Model Context Protocol) Server. Integrates with Ethereum blockchain networks to provide smart contract auditing, wallet analysis, token balance checking, and profitability tracking using Web3.js, Moralis, and Etherscan APIs.

MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search

Stop building AI agents from scratch. Bootstrap starter Agent app with LangGraph, CopilotKit, and beautiful generative UIs.

A comprehensive documentation server for Apple developers that provides access to hidden Xcode docs, the Apple Developer API, Swift Evolution proposals, and WWDC resources.

MCP (Model Context Protocol) Server. Bridges AI systems with the Luno cryptocurrency exchange API for trading operations, market data retrieval, and account management with automatic currency code normalization

Provide observability and tracing for debugging AI agents with AgentOps API.

A specialized MCP server providing expert-level OpenAI API assistance using RAG capabilities, automated data collection from GitHub and forums, and vector search for technical guidance.

A comprehensive MCP server for Backlog integration, enabling AI assistants to manage project issues, git repositories, pull requests, wikis, and shared documents through a full suite of read and write tools.

A specialized MCP server providing AI assistants with comprehensive access to Safaricom's Daraja M-Pesa API documentation, including search, comparison, and retrieval of 22 different payment and business operation APIs.

An MCP server that enables secure remote execution of Rails console commands via SSH, featuring a prepare-and-execute workflow for safe read-only and mutation operations on production environments.

MCP (Model Context Protocol) Server. Enables direct Kubernetes cluster management through a Kotlin-based server that provides tools for monitoring and controlling pods, deployments, services, storage, networking, and Helm releases using the official Kubernetes Java client.

The official ilert MCP server enables AI assistants to manage alerting, incident response, and on-call schedules using remote Streamable HTTP transport.

MCP (Model Context Protocol) Server. Integrates with social platforms like Farcaster to provide standardized access to user profiles, content search, thread analysis, and trending topics through flexible stdio and HTTP/SSE transports.

MCP (Model Context Protocol) Server. FastMCP server that enables comprehensive file system operations, code modifications, process management, and static analysis for automated code maintenance and refactoring tasks.

A comprehensive web search and content extraction server that integrates DuckDuckGo, Google, Felo AI, and Jina Reader to provide LLM-friendly markdown content, metadata, and technical insights.

MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

MCP (Model Context Protocol) Server. Bridges to Ollama, enabling local language model capabilities for writing assistance, code generation, and data analysis.

MCP (Model Context Protocol) Server. Integrates code analysis using a Neo4j graph database to enable structural insights, quality metrics, and natural language querying of codebases.

MCP (Model Context Protocol) Server. Integrates Perplexity AI to provide intelligent coding assistance for tasks like code analysis, generation, and problem-solving across various programming languages.

MCP (Model Context Protocol) Server. Integrates with Outlook to provide email processing, semantic search, and metadata storage capabilities using MongoDB and SQLite, enabling advanced analysis and retrieval of email data in Windows environments.

A comprehensive MCP server for enterprise Microsoft 365 management, security, and compliance. It enables automated governance, identity protection, Intune device management, and universal Microsoft Graph API access via dynamically generated tools.

A toolset for enforcing structured Spec-Driven Development (SDD) workflows, guiding developers from project initialization through requirements and design to test-driven implementation.

A Model Context Protocol server that integrates with KubeSphere APIs to manage and retrieve resources across workspaces, clusters, users, and extensions.

MCP (Model Context Protocol) Server. Integrates with Formula 1 APIs to provide real-time racing data, historical results, driver information, team radio messages, weather conditions, and telemetry for building F1 statistics applications.

MCP (Model Context Protocol) Server. Provides data analysis for GitHub individuals, organizations, and repositories, as well as in-depth insights into the open source ecosystem via OSSInsight.io.

An MCP server that converts localized shell commands and prompt templates defined in YAML into secure, discoverable tools for AI coding assistants.

MCP (Model Context Protocol) Server. Provides specialized guidance for Starknet ecosystem development with Cairo programming and Entity Component System (ECS) framework expertise through TypeScript-based tools for Dojo developers building onchain games and applications.