Development Tools

A production-ready MCP server for searching Graylog logs using absolute or relative timeframes, allowing users to debug system issues directly through Claude.

MCP (Model Context Protocol) Server. Integrates Puppeteer-based browser automation for web scraping, testing, and AI model interaction with live web content.

A specialized MCP server that integrates with the Mender IoT platform to enable secure AI-driven management of device fleets, deployment tracking, and automated audit log analysis.

A tool that bridges LLMs with Jira by wrapping the jira-cli command-line tool, enabling ticket management and sprint operations through the Model Context Protocol.

A comprehensive MCP server for TrackMage that enables real-time shipment tracking, order lifecycle management, and carrier detection across 1600+ carriers.

DeepQ Technology's Financial Toolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models.

A refactored HTTP streaming version of the official MCP Memory Server that provides persistent knowledge graph storage using Hono.js. It enables long-term memory through entity-relationship modeling and observations with full CRUD support via HTTP.

A cross-platform notification server for Claude Code that provides audio and visual feedback via Spotify tracks, system sounds, and desktop alerts when tasks are completed.

The FiftyOne MCP server enables AI assistants to control computer vision datasets, execute 80+ operators, and manage plugins through a unified Model Context Protocol interface.

A comprehensive MCP server for managing the complete lifecycle of LXD containers and virtual machines, including resource configuration, state management, and command execution.

A dynamic tool generator for MCP that automatically imports and converts OpenAPI, GraphQL, and AsyncAPI specifications into executable agent tools with self-learning capabilities.

A robust MCP server that wraps the Gemini CLI, allowing clients to execute AI prompts, manage chat sessions, and utilize CLI extensions via local stdio or remote SSE transports.

An MCP server that provides tools to search for Perl modules on CPAN, retrieve package metadata, dependencies, and full README documentation including usage examples.

A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage).

A VS Code extension and MCP server that provides animated visualizations of Git history and repository operations combined with AI-powered analysis tools.

A tool for generating synthetic data and managing templates via DataMaker, featuring large dataset handling through S3 storage and a remote Python execution environment.

A tool for searching and retrieving professional, royalty-free stock images and videos from Pixabay with support for advanced filtering by dimensions, orientation, and quality.

A comprehensive MCP server providing access to Chinese bidding and tendering big data, including bid winning statistics, procurement analysis, and planned project discovery.

The Vitally MCP Server enables AI assistants to interact with Vitally customer success data, supporting account and user searches, health score analysis, and task/note management.

A terminal emulator MCP server engineered for LLMs that uses block-oriented design to organize command input/output into segments. It prevents context overflow by allowing models to target specific commands and manage multiple shell sessions with semantic metadata.

A specialized MCP server providing access to South Korea's DART financial disclosure system for retrieving corporate information, financial statements, and administrative data.

Provides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.

A comprehensive MCP server that enables AI assistants to manage cloud infrastructure on Dokploy, covering Docker containers, multi-database support, and automated deployments through a consolidated tool architecture.

A Python-based MCP server that integrates with Jenkins CI/CD systems, enabling AI assistants to manage jobs, monitor builds, analyze console logs, and troubleshoot infrastructure through natural language.

Production-grade Model Context Protocol server for YouTube intelligence. Extract, analyze, and automate insights from YouTube channels and videos using the official YouTube Data API v3. Built for AI agents, automation pipelines, and content intelligence workflows.

A comprehensive Rust code analysis server that provides syntax checking, workspace-wide symbol indexing, call graph generation, and automated code smell detection.

A git-native memory management system that provides AI assistants with persistent, project-specific context by generating and serving machine-readable documentation stored locally in the repository.

Remem is a local-first activity logger and personal memory assistant that captures daily work activities in SQLite, generates structured reports, and enables long-term reflection.

Provides programmatic access to OpenCollective and Hetzner Cloud to automate bookkeeping, collective management, and invoice handling. It enables AI agents to manage expenses, query transactions, and automatically reconcile hosting invoices without manual intervention.

Adaptive error memory and code intelligence system with Hebbian synapse network, hybrid search, and REST API