Development Tools

A comprehensive MCP server for residential heat pump planning, offering BTU sizing, cost estimation, and performance verification using bundled manufacturer and climate data.

A multi-model task management system that enables intelligent task creation, decomposition, and status tracking through natural language and LangGraph integration.

A comprehensive stock market data server powered by yfinance, offering intelligent symbol resolution, deep financial analysis, and professional chart generation specifically optimized for Indian and global markets.

A specialized MCP server providing tools for mathematical optimization through JijModeling and quantum computing support via Qiskit, featuring code validation and version migration assistance.

A production-ready MCP server that enables seamless PromQL querying, range analysis, and metric discovery from Prometheus monitoring systems with support for enterprise-grade authentication.

A library that instantly turns FastAPI API documentation into an MCP server, allowing AI agents to discover, document, and introspect endpoints via OpenAPI schemas.

A specialized MCP server for interacting with Apple's App Store Connect API to monitor and debug Xcode Cloud build products, actions, and logs.

A comprehensive multimodal MCP server integrating Google's Gemini 3.0 and Veo 3.1 models for advanced image generation, editing, and cinematic text-to-video creation with native audio support.

A comprehensive financial data server providing real-time stock prices, options chains, and historical data via Yahoo Finance, alongside technical indicators and stock comparison tools.

An MCP server that integrates with the AMiner academic database to provide comprehensive paper searches by keyword, author, venue, and advanced multi-criteria queries with customizable sorting and pagination.

Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

A real-time NYC subway information server providing live train arrivals, station discovery, and service disruption analysis using MTA GTFS feeds. It features fuzzy station search and intelligent location handling to assist with urban transit navigation.

MCP (Model Context Protocol) Server. Provides direct access to Smallest.ai knowledge base API for listing, creating, and retrieving knowledge bases without leaving the conversation context

MCP (Model Context Protocol) Server. Integrates with the National Park Service API to provide structured park information for trip planning, exploration, and research applications.

Integrates Sidemail.io features into MCP clients, allowing agents to manage sending domains, contacts, Messenger drafts, and send transactional emails.

MCP (Model Context Protocol) Server. Integrates local project management with GitHub repositories, enabling streamlined version control, automated commits, and multi-account support for efficient development workflows.

A diagnostic and repair tool for Model Context Protocol (MCP) servers that automatically detects, diagnoses, and fixes configuration issues, JSON syntax errors, and dependency problems in Claude Desktop.

MCP (Model Context Protocol) Server. Provides documentation assistance capabilities for developers looking to incorporate up-to-date docs in their workflows.

MCP (Model Context Protocol) Server. Integrates with ClickHouse databases to execute read-only SQL queries, list databases, and enumerate tables for fast analytical processing of large datasets.

A specialized MCP server that automates the initialization of new MCP projects by generating standardized structures, PRDs, and technology-specific development rules through a conversational tool-based interface.

MCP (Model Context Protocol) Server. Integrates with Docker, Git, and development tools to enable software project management, code analysis, and automated workflows across languages and frameworks.

A specialized MCP server for granular PDF manipulation that enables selective page extraction, text searching, and high-quality image rendering to optimize token usage in AI workflows.

A specialized MCP server for ZenTao project management that enables AI models to search products, manage bug lifecycles, and extract visual data from bug reports.

MCP (Model Context Protocol) Server. Integrates with GitLab's API to enable Kanban-style project management and issue tracking for streamlined software development workflows.

A specialized MCP server that provides a file-based communication bridge for AI assistants to control Adobe After Effects, enabling automated project management, layer manipulation, and complex expression handling.

A semantic code search server that indexes local directories or Git repositories into a ChromaDB vector database using OpenAI or Ollama embeddings for private, intelligent code retrieval.

Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

A SearXNG-powered search server that provides privacy-focused web search results and a utility to convert web pages into markdown format for AI consumption.

Exposes local Reqable network capture traffic to MCP clients for real-time monitoring and analysis of HTTP requests. It enables developers to query, search, and generate code from captured traffic stored locally within a private SQLite database.

Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.