Development Tools

MCP (Model Context Protocol) Server. Integrates with MySQL databases using Python and Docker to enable structured data storage, querying, and manipulation.

MCP (Model Context Protocol) Server. Integrates with Google Maps API to provide geocoding, place search, and routing capabilities for location-based applications and services.

Deploy and manage cloud servers from AI agents. Create pods, push code, run commands — all via MCP.

MCP server for GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage CI/CD from your IDE

Provides AI agents with queryable, version-controlled project rules and coding standards. Enables validation, rule-based guidance, and task summaries to keep AI work aligned with your project's conventions without repeating context.

AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichment

Dynamic QR code MCP server for AI agents — create, update, track QR codes

Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.

Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions

Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Testing, Security, Performance) for full-stack web development, powered by high-speed Cerebras inference and integrated with OpenCode CLI.

LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture. Features multi-dimensional retrieval (vector/timeline/knowledge graph), short/long-term memory, and complete MCP support (HTTP/WebSocket/SSE).

AI Code Firewall — MCP Server for hallucination prevention in AI development

Provides real-time weather information for 12 major Chinese cities and global locations using the wttr.in API. Built with the HelloAgents framework, it requires no API keys and supports queries in both Chinese and English.

Deterministic App Store and Google Play screenshot pipeline with CLI and stdio MCP tools.

https://github.com/ankimcp/anki-mcp-server A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

Enables LLM assistants to store, retrieve, and update user-specific context memory including travel preferences and general information through a chat interface. Provides analytics on tool usage patterns and token costs for continuous improvement.

Enables weather queries using Baidu Maps API, providing real-time weather conditions, 5-day forecasts, hourly predictions, lifestyle indices, and weather alerts. Supports queries by administrative district codes or coordinates with multiple coordinate systems.

Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration

MCP (Model Context Protocol) Server. Integrates with GitHub using Octokit to enable repository management, issue tracking, and code analysis.

Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-quantum crypto

This MCP server automates the backup of Cloudflare configuration and project settings to a specified GitHub repository for version control and disaster recovery.

Enables AI assistants to generate professionally designed, production-ready images via the RendrKit API. It supports custom styles, brand kits for consistent visual identity, and image management across various dimensions.

An MCP server that provides standardized tools for AI agents to interact with the Test MCP Feb4 API. It enables LLMs to access API endpoints through asynchronous operations and standardized Model Context Protocol tools.

MCP (Model Context Protocol) Server. Integrates Vitest and TypeScript for automated test execution and type checking in development workflows.

Connects Claude to the Statonic video editor to enable vision-based reference video analysis and AI-driven project authoring. It allows for the direct generation of project variations and automated video structure identification through the Model Context Protocol.

An MCP server that provides Claude with direct access to local Nucleo icon libraries for searching, previewing, and exporting icons. It enables users to retrieve raw SVG source code, generate PNG previews, and export icons as vector PDFs directly from the Nucleo SQLite database.

A Python MCP server that provides a lightweight CRM by integrating Google Sheets, Gmail, and Google Docs for contact management, email communication, and document creation. It features 30 specialized tools, OAuth2 endpoint protection, and a comprehensive audit logging system.

An MCP server that provides currency rates, conversions, and historical exchange-rate data using the Frankfurter API. It enables users to retrieve latest rates, convert amounts between currencies, and access time-series data for currency pairs.

MCP (Model Context Protocol) Server. Bridges AI systems with YouTube content through yt-dlp, enabling video information extraction and downloading capabilities for content analysis and media processing.

An example MCP server that integrates WorkOS AuthKit to enable secure remote client authentication and organization-centric user management. It allows developers to control access to specific tools based on user permissions and roles within an organization.