Development Tools

A professional-grade astronomical MCP server that provides authoritative US Navy and Skyfield-powered data for moon phases, solar eclipses, sun/moon positioning, and seasonal transitions.

A specialized MCP server that automates the synchronization and management of API documentation by importing OpenAPI 3 and Swagger 2 formatted JSON data directly into Apifox projects.

A read-only Model Context Protocol server for Cisco Firepower Management Center (FMC) that allows LLMs to query firewall configurations, network objects, and deployment status via natural language.

A starter template for deploying remote, unauthenticated Model Context Protocol (MCP) servers on Cloudflare Workers using Server-Sent Events (SSE).

Provides structured access to local documentation for NPM, Go, and PyPi packages by exposing markdown files as MCP tools or resources.

Provides tools to fetch and process structured documentation from llms.txt files, allowing users to provide LLMs with specific context from external documentation links.

A robust local vector storage server that provides AI assistants with persistent memory, automated batch file ingestion for 70+ formats, and advanced features like EXIF extraction and duplicate detection.

Back-Agent MCP Server enables automated code generation and development task execution by bridging Claude Desktop with the Claude Code CLI in specified working directories.

An MCP server that provides tools for standardized Git branch management and Jira integration, allowing developers to create, validate branches according to conventions and synchronize with Jira issues.

Enables execution of shell commands through a terminal tool and provides access to a custom readme file from OneDrive Desktop or local Desktop directory.

An MCP server that enables AI models to interact with the system clipboard, providing read and write capabilities across macOS, Windows, Linux, and WSL.

Skyfly MCP combines real-time flight data from OpenSky Network with a local FAA registry database to provide comprehensive aviation insights, including aircraft positions, trajectories, and technical specifications.

Provides current time information and timezone conversion capabilities using IANA timezone names. Enables LLMs to get current time in any timezone and convert times between different timezones with automatic system timezone detection.

A sophisticated persistent memory system using hybrid vector/keyword search with neural reranking to store and retrieve AI agent insights across coding sessions.

A chess-playing MCP server that integrates the Stockfish engine to provide legal move validation, position tracking in FEN notation, and high-quality AI opponent moves.

Provides tools and slash commands to onboard developers and manage DevOps workflows including Git operations, Docker containerization, GitHub Actions CI/CD, GitHub Container Registry, SonarCloud code analysis, and Azure container deployments.

A Model Context Protocol server for managing VirtualBox virtual machines via Vagrant, supporting full lifecycle management, remote command execution, and synchronized development environments.

A MCP server that allows AI tools to search, explore, and retrieve detailed documentation from Apidog projects or OpenAPI/Swagger specifications.

A comprehensive stock analysis MCP server that provides chip distribution, pattern detection, and technical signal scanning via Yahoo Finance and Financial Modeling Prep APIs.

Enables Claude Desktop to integrate with n8n workflow automation platform through a centralized MCP server. Provides seamless connection to n8n instances for workflow management and automation tasks.

An MCP server that enables local Large Language Model (LLM) integration, providing specialized tools for chat, code analysis, translation, and summarization directly on your own hardware.

A Model Context Protocol server that provides real-time access to Material-UI documentation, allowing users to search components, retrieve detailed prop information, and generate React code examples directly from official sources.

Provides mathematical operation tools including basic arithmetic (add, subtract, multiply, divide), power and square root calculations, and safe evaluation of mathematical expressions.

A comprehensive MCP server that provides natural language access to the EPA's Air Quality System (AQS), enabling detailed queries for monitor locations, raw sample data, and hierarchical air quality summaries across the US.

Enables LLMs to search and retrieve PayNow Component documentation directly, streamlining system integration and technical support through natural language queries.

Enables managing school attendance records and interacting with GitHub repositories, including committing files, fetching repository information, and marking student attendance status through natural language.

A robust MCP server providing sandboxed file system access with comprehensive tools for file manipulation and strict path traversal protection.

Inter-agent communication for multi-agent Claude Code workflows.

A high-performance Chinese text processing server based on the Rust implementation of Jieba, offering segmentation, POS tagging, and BM25-based keyword extraction for AI models.

A specialized MCP server for managing ZIP archives, enabling AI assistants to compress files, decompress archives, and retrieve detailed metadata with support for password protection.