Development Tools
Git, Docker, Terminal, and other developer utilities
13,354 servers in this category
DICOM PACS
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.
Autopilot Browser
A specialized MCP server that allows AI agents to discover and execute pre-built browser automation workflows for web scraping and data extraction via Autopilot Browser.
Google Flights
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.
Debug MCP
A specialized debugging gateway that provides a unified interface for CloudWatch logs, AWS Step Functions, LangSmith traces, and Jira ticket management using a token-efficient discovery pattern.
Terminal Log Manager
MCP (Model Context Protocol) Server. Retrieves and manages terminal logs from a specified directory, offering functionality to read recent entries and clear log contents for efficient monitoring and debugging.
Command Executor
MCP (Model Context Protocol) Server. Enables secure remote command execution with robust security controls like command allowlisting, direct command invocation without shell access, and strict environment management for controlled system interactions.
Docker Code Runner
A secure MCP server that executes Python and bash code within isolated Docker containers, providing a sandboxed environment for code execution with configurable timeouts.
Signaturit
MCP (Model Context Protocol) Server. Integrates with Signaturit API to enable electronic signature management, including creation, tracking, and workflow automation for digital document signing processes.
MCP Emotional Support
A therapeutic MCP server designed to provide emotional validation, cognitive reframing, and positive reinforcement to LLMs facing technical challenges or knowledge limitations.
MySQL MCP Server
A MySQL database connector for the Model Context Protocol that enables executing SQL queries and monitoring connection health through MCP-compliant clients.
BART (San Francisco Transit)
MCP (Model Context Protocol) Server. Integrates with BART's API to provide real-time train departure information in San Francisco.
MariaDB
A Model Context Protocol server providing secure, read-only access to MariaDB databases with tools for schema inspection and SQL query execution.
EigenLayer Documentation
MCP (Model Context Protocol) Server. Provides structured access to EigenLayer documentation resources including blog articles, overview documentation, middleware, contracts, and developer guides through a Next.js server with Redis-powered connections.
Iteration MCP
Iterative management and automated CodeReview submission tool that integrates DingTalk authentication with Git-based development workflows. It streamlines iteration creation through a 5-step interactive process and calculates smart time estimations based on repository activity.
wcli0
A robust Windows CLI MCP server providing secure shell execution for PowerShell, CMD, Git Bash, and WSL with advanced inheritance-based configuration and command log management.
Email Service
A Model Context Protocol server that enables AI assistants to send emails via SMTP and AWS SES through a standardized interface.
Tushare Pro
A specialized Model Context Protocol server that integrates with the Tushare Pro API to provide comprehensive Chinese stock market data and financial information.
Africa's Talking Airtime
MCP (Model Context Protocol) Server. Integrates with Africa’s Talking Airtime API, enabling clients to send airtime top-ups to one or more mobile numbers.
codex-persistent-mcp
An MCP server that proxies OpenAI Codex CLI, enabling multi-agent tools with persistent session management that allows users to resume AI conversations manually.
Weights and Measures
A specialized MCP server for precise unit conversions and reference data across weight, length, and volume systems including Avoirdupois, Troy, and Metric standards.
tempo-mcp
A productivity MCP server that automates Tempo timesheet creation by scanning git commits and provides tools for managing worklogs, roles, and accounts within Jira.
Image Recognition
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.
Firecrawl
MCP (Model Context Protocol) Server. Integrates with the Firecrawl API to enable website crawling, content translation, and structured data extraction for enhanced web data processing workflows.
Web to iOS Converter
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.
JIRA
A production-ready MCP server that bridges JIRA's REST API with AI assistants, allowing for issue retrieval, JQL searching, and project management via natural language.
YouTube Transcript Extractor
MCP (Model Context Protocol) Server. Extracts transcripts from YouTube videos using various URL formats, enabling automated content analysis and summarization.
appium-mcp-claude-android
A robust MCP server that enables AI agents to control Android devices through Appium, supporting automatic device detection, UI element parsing, and execution of complex natural language test scenarios.
smooth-operator-agent-tools
A specialized toolkit for developing AI agents that can control Windows systems, providing capabilities for UI automation, browser control through Playwright, and computer vision-based element detection.
Graylog
A production-ready MCP server for searching Graylog logs using absolute or relative timeframes, allowing users to debug system issues directly through Claude.
nixos-mcp
A specialized MCP server for searching NixOS configuration options directly from Claude, providing detailed metadata for system configuration.