Development Tools

MCP (Model Context Protocol) Server. Provides structured expense categorization through a JSON-based system covering 20 major expense types with detailed subcategories for building expense management applications and budgeting tools.

A RAG-based MCP server using LangChain and ChromaDB to provide semantic search, PDF ingestion, and cross-encoder reranking for context-aware document citation.

A documentation automation server that analyzes project structures and metadata to generate professional, formatted README files with technology detection and badges.

A comprehensive MCP server for Xiaomi Cloud Notes that enables reading, searching, and managing notes and folders with Markdown/XML conversion and image upload support.

An MCP server providing semantic search and retrieval for AWS Cloudscape Design System documentation using vector embeddings and LanceDB. It enables AI agents to find relevant UI component documentation and design patterns through natural language queries.

A robust task automation and orchestrator for Claude Code that enables iterative workflows with self-verification and intelligent feedback loops.

A centralized orchestrator that routes natural language queries to specialized tools for filesystem operations, web browsing via Playwright, and GitHub repository management.

A LangGraph4j-powered MCP server that converts diagram images into valid PlantUML code using vision models and iterative error correction.

A specialized MCP server for executing TypeScript code in-process, specifically designed to leverage custom modular APIs located in the ~/.claude/skills directory.

A comprehensive Prometheus observability stack that integrates OpenTelemetry, FastAPI services, and an MCP server for executing PromQL queries and infra troubleshooting.

MCP (Model Context Protocol) Server. Provides access to over 1,700 status page links with fuzzy search, detailed service information retrieval, and intelligent status page fetching that handles JavaScript-rendered pages, RSS feeds, and various formats for monitoring service health and incident tracking.

A Spigot/Paper Minecraft server bridge that enables remote administration through console command execution, file system management, and real-time log monitoring via MCP.

A tool that bridges GitHub and Notion, allowing users to fetch pull request metadata and diffs to automatically generate structured analysis reports in Notion.

A specialized MCP server for managing Philips Hue smart lighting systems, featuring automatic bridge discovery and comprehensive control over individual lights, rooms, and zones.

A curated MCP server for the Automox endpoint management platform, enabling AI assistants to monitor device health, manage compliance policies, execute remediation commands, and audit user activity.

A stock market data server powered by yfinance and FastMCP, providing real-time prices, historical market trends, and detailed corporate information across global exchanges.

A specialized MCP server that automates the conversion of web applications (Vite, Next.js, React) to iOS apps using Capacitor by detecting frameworks, generating tailored migration specs, and creating optimized configuration files.

A comprehensive MCP server providing technical specifications, TCO calculations, and troubleshooting guides for enterprise printers across major manufacturers like HP, Canon, and Ricoh.

An MCP server that enables AI models to analyze and describe images from local file paths or URLs using OpenAI-compatible vision models like GPT-4o or local alternatives like Ollama.

An intelligent feature management MCP server that uses AWS Bedrock (Claude 3 Haiku) to parse natural language Jira tickets and automate account-level feature toggles.

A specialized testing framework for MCP servers that provides tools for verifying connection integrity, discovering server capabilities, and validating tool execution across different runtimes.

A comprehensive MCP server that integrates with SMA Technologies' OpCon workload automation platform, exposing 257 tools for managing job scheduling, monitoring, and machine configurations via a standardized protocol.

A Ghidra extension that bridges the reverse engineering platform with AI assistants, enabling automated binary analysis, deconvolution, and security auditing through the Model Context Protocol.

A retrieval-augmented generation server that provides both naive vector searching and graph-based retrieval algorithms to improve accuracy for small language models.

A robust automation suite for Apple development offering over 115 tools for Xcode project management, build optimization, automated testing, and simulator control, enhanced by LangGraph agents for complex multi-step workflows.

A robust MCP server providing unified connectivity to MySQL, Redis, and MongoDB databases. It features strict security modes (read-only, restricted, full-access) and supports both connection pooling and dynamic authentication.

A comprehensive MCP server for medical imaging that integrates DICOM PACS (Orthanc), FHIR systems, and RIS databases to automate radiology workflows, reporting, and synthetic image generation.

A robust MCP server integrating Google Flights via SerpAPI and fast-flights for advanced flight searching, multi-city planning, and price optimization with automated fallback mechanisms.

A Model Context Protocol server that enables AI assistants to send emails via SMTP and AWS SES through a standardized interface.

A robust MCP server for Douyin/TikTok content processing that extracts metadata, downloads watermark-free videos, and performs AI-driven speech-to-text transcription.