Development Tools

MCP (Model Context Protocol) Server. Analyzes source code across multiple programming languages to extract structural information like classes, functions, and variables, with flexible filtering options for code exploration and documentation generation.

Package mcpmgr provides a high-level manager for connecting to, monitoring, and coordinating multiple Model Context Protocol (MCP) servers from Go applications. The companion mcpgateway package builds on top of mcpmgr to expose every managed server through a single Streamable HTTP endpoint.

A Node.js-based MCP server that automates XiaoHongShu (Little Red Book) interactions, allowing AI agents to check login status and publish posts with titles, images, and tags via browser automation.

This MCP server enables analysis of WhaTap APM, browser, and infrastructure metrics by executing MXQL queries with secure session management.

A Python-based MCP server that allows AI agents to control a running AutoCAD instance on Windows to programmatically create geometric shapes such as lines, circles, and polylines.

A comprehensive network diagnostic MCP server for querying global WHOIS and RIR databases (RIPE, ARIN, APNIC, AfriNIC, LACNIC), supporting ASN expansion and routing object validation.

An MCP server that enforces 21 critical best practices and safety rules for Claude AI, designed to prevent common failures in technical tasks based on 96+ documented production issues.

MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and DeepSeek's language models, enabling chat completion with automatic model fallback and context preservation through the DeepSeek API.

Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed - source Solana smart contracts and decompile them.

MCP (Model Context Protocol) Server. Enables DevOps teams to start and monitor Tekton CI/CD pipelines in Kubernetes environments through natural language commands without requiring direct cluster access.

An MCP server for the Qingma Yizhan platform that automates quiz processing by fetching course lists, retrieving question data, and submitting answers through AI-driven context.

An MCP server for authoring, analyzing, debugging, and running Snowfakery recipes, enabling AI assistants to generate realistic test data and Salesforce mappings.

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness.

An intelligent MCP server that provides specialized filesystem operations through ReAct sub-agents.

A comprehensive constellation and astrology service providing zodiac information, daily horoscopes, compatibility tests, and rising sign calculations via the Model Context Protocol.

Enables LLMs to search and retrieve exam problems, solutions, and answers from the СДАМ ГИА educational platform across multiple subjects. It supports fuzzy text matching, catalog browsing, and structured data retrieval to assist with academic study and test preparation.

MCP (Model Context Protocol) Server. Provides functionality to read and extract content from protected and unprotected PDF files, enabling document analysis, content indexing, and data extraction workflows.

A tool that enables AI assistants to search the Python Package Index (PyPI), retrieve detailed package metadata, version histories, and download statistics.

A Model Context Protocol (MCP) server implementation for Alpaca trading that enables Large Language Models (LLMs) like Anthropic Claude to interact with Alpaca's trading API. The instructions and commands provided in this README are primarily for MacOS/Linux users.

MCP (Model Context Protocol) Server. Provides a bridge to the GitLab API, enabling developers to interact with repositories through standardized tools for project listing, merge request management, file retrieval, pipeline analysis, and user event exploration.

MCP (Model Context Protocol) Server. Provides real-time Bitcoin market data including current price, 24-hour change percentage, and market cap through dual API integration with CoinMarketCap and CoinGecko.

Provides a suite of 17 tools for searching, reading, sending, and managing Gmail messages and drafts through the Model Context Protocol. It enables comprehensive email management including label organization, archiving, and attachment handling directly within MCP-compatible clients like Claude.

A utility server that provides real-time clock information and timezone conversion using IANA timezone names with automatic system detection.

Provides seamless integration with Moorcheh's Embedding, Vector Store, Search, and Gen AI Answer services.

MCP (Model Context Protocol) Server. Provides health monitoring and troubleshooting tools for EMQX MQTT broker clusters, enabling cluster status checks, connector management, authentication source inspection, and network connectivity testing across distributed nodes.

A parcel tracking MCP server that integrates with the 17track.net API to provide real-time delivery status, automatic carrier detection, and detailed location updates for global shipments.

A proxy server that bundles multiple upstream MCP servers into a single interface, reducing token overhead by loading tool schemas on-demand.

MCP (Model Context Protocol) Server. Provides a flexible vector database system for storing, searching, and retrieving persistent memories and structured knowledge across conversation contexts using Weaviate's advanced search capabilities.

MCP (Model Context Protocol) Server. Provides a headless browser interface for testing and analyzing frontend applications, enabling screenshot capture, DOM extraction, CSS analysis, accessibility testing, and responsive design verification across different viewports.

A lightweight RAG system providing an MCP server interface for searching and interacting with Qdrant vector-based knowledge bases. It enables retrieval-augmented generation and search across specialized collections through a standardized API.