Development Tools

A Neovim-integrated MCP server that allows AI assistants to interact with editor instances, providing tool-based control and access to LSP diagnostics and documents.

A lightweight MCP server and CLI tool that enables AI agents to ask multi-choice or open-ended clarifying questions in a clean terminal interface, supporting queuing for parallel agent workflows.

A robust workflow management server that allows LLMs to execute complex, multi-step processes with branching logic, state management, and cognitive reasoning actions.

A high-performance code intelligence server that provides AI assistants with deep semantic understanding of codebases, including symbol navigation, impact analysis, architectural mapping, and ownership tracking.

Bridges Claude with Apache Airflow 3, enabling natural language orchestration and management of DAGs, tasks, and connections through the official Airflow API.

BoxLite-MCP provides isolated Ubuntu virtual machine environments for AI agents to safely execute code, browse the web, and interact with a full graphical desktop using hardware-level isolation.

A PyQt5-based MCP server that enhances AI interaction through an interactive UI for managing multi-image attachments, file workspaces, and cognitive performance modes.

A comprehensive Laravel-based SDK for implementing the Model Context Protocol, allowing developers to expose Laravel tools, resources, and database records to AI models via HTTP, WebSockets, or Stdio.

Connects AI models to the official Astro framework documentation via Kapa.ai's search API, providing up-to-date answers on Astro's features and APIs.

A TypeScript-based MCP server that allows AI models to control Android devices via ADB, enabling device management, app installation, file transfers, and UI inspection.

A specialized MCP server for managing Tempo worklogs within Jira, enabling users to create, edit, retrieve, and bulk-process time tracking entries through AI-compatible clients.

A specialized MCP server that provides AI agents with searchable access to over 8,500 curated GitHub 'awesome lists', offering vetted resources for machine learning, development tools, and more.

SuperMCP is a multi-tenant platform for managing isolated MCP servers that bridge AI assistants with PostgreSQL and MSSQL databases using a single connector architecture.

A demonstration of the Model Context Protocol (MCP) integrating local Stdio-based math tools and remote SSE-based web browsing tools into an AutoGen agent framework.

A specialized MCP server for ROS2 Humble that enables natural language control of robots through topics, services, and actions, including support for GUI tools like Gazebo.

An MCP proxy server that acts as a middleware to filter out unwanted tools from upstream servers using regex patterns, reducing context pollution for AI agents.

FlowLLM is a framework for developing LLM-based services that automatically exposes Python-defined logic (Ops) as HTTP or MCP service tools. It simplifies the creation of AI assistants and RAG applications by providing built-in support for vector stores, token counting, and complex workflow orchestration.

ParaView-MCP is an autonomous agent that integrates multimodal large language models with ParaView, allowing users to perform scientific visualizations through natural language and visual feedback.

A powerful MCP server that exposes Language Server Protocol (LSP) features through a headless VS Code environment, allowing AI agents to perform advanced code analysis, symbol manipulation, and file operations across multiple programming languages.

A robust TypeScript-based MCP server providing platform-agnostic filesystem capabilities with secure path sanitization, advanced search-and-replace, and support for both STDIO and HTTP transports.

A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible specifications into fully functional Model Context Protocol (MCP) servers. Generates Docker-ready implementations with support for SSE/IO communication protocols, authentication, and comprehensive error handling. https://pypi.org/project/openapi-mcp-generator/

A .NET-based MCP client and host application that demonstrates how to connect an AI agent to a remote TypeScript-based to-do list MCP server running on Azure Container Apps.

A tool that enables semantic and regex code search across millions of public GitHub repositories using the grep.app API, featuring batch file retrieval and advanced filtering.

MCP (Model Context Protocol) Server. Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract analysis.

A tool for managing GitHub Projects V2 using the GraphQL API, allowing users to manipulate project boards, issues, and field values directly through LLM commands.

A specialized MCP server that provides real-time and historical currency exchange rates, supporting conversions and currency listings via the Frankfurter API.

A JIRA MCP server that enables LLMs to query project management data using JQL search and retrieve detailed issue information through standardized tools.

A comprehensive MCP server that enables AI agents to manage Fastly CDN infrastructure, including service configuration, performance monitoring, and cache management via the Fastly CLI.

An MCP server that optimizes Apache Spark code using Claude AI to apply performance enhancements like broadcast joins, strategic caching, and query plan improvements.

An educational MCP server bridging Autodesk Revit with AI assistants using a dual-component architecture for model control, element creation, and BIM data extraction.