Development Tools

The official MiniMax MCP implementation providing high-performance AI capabilities for multimodal content creation including high-fidelity text-to-speech, image and video generation, music creation, and voice cloning.

A documentation retrieval system for Claude Code providing real-time access to 85+ framework documentations with intelligent caching and multi-framework context enhancement.

A high-performance web capture tool specifically optimized for AI vision workflows, featuring automatic image tiling and resolution limiting for Claude Vision API compatibility.

MCP (Model Context Protocol) Server. Creates and manages dynamic MCP servers on-demand, enabling flexible tool execution and server lifecycle control through a TypeScript-based controller that runs in Docker for optimal isolation and security.

🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows

A robust MySQL MCP server supporting real-time database operations via SSE, featuring granular security controls, SQL risk analysis, and database isolation levels.

A robust MCP server implementation featuring a full OAuth 2.1 flow and Reddit integration to demonstrate advanced capabilities like sampling and real-time notifications.

A Spring Boot Starter that automatically transforms existing Spring MVC controllers and tools into MCP-compliant services with zero-to-minimal code changes.

A comprehensive MCP server for managing Coolify infrastructure, providing 34 token-optimized tools for application deployment, database management, and system diagnostics through AI assistants.

Interact with Language Servers usint the Language Server Protocol to provide additional context information via hover, code actions and completions.

An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface.

A Node.js MCP server that allows AI agents to design and manage Webflow sites using the official Webflow JavaScript SDK and Data API. It features a bridge app to sync the live Webflow canvas with AI clients like Cursor and Claude.

A comprehensive software development suite for AI assistants that provides deep research, automated project planning, codebase mapping, and an AI-native task management system using RDD methodology.

Heimdall provides a persistent, long-term cognitive memory for AI coding assistants by indexing git history and project documentation into a Qdrant vector database. It allows LLMs to recall architectural patterns, past solutions, and session lessons across different chat sessions.

A SSE-based MCP router and gateway that provides unified access to enterprise systems by bridging multiple MCP servers and leveraging 300+ Apache Camel integration components.

A robust Model Context Protocol server that enables AI assistants to manage PocketBase databases through schema manipulation, CRUD operations, user authentication, and database backups.

An MCP server for auditing Java source code vulnerabilities using function-level taint analysis to trace data flow from sinks back to sources and extract relevant code paths.

A non-invasive inspector for running Go processes that provides tools to analyze goroutine states, memory statistics, and runtime information via MCP.

The official Octopus Deploy MCP server enables AI assistants to inspect, query, and diagnose software delivery pipelines, releases, and infrastructure across environments.

A comprehensive collection of LangGraph implementation guides, covering Agentic RAG systems, MCP server/client development, and advanced AI orchestration patterns.

FlowLens acts as a bridge between recorded browser sessions and AI coding agents, providing full execution context including network logs, console output, and DOM events for debugging.

A collection of Model Context Protocol (MCP) servers for the OceanBase ecosystem, enabling AI assistants to manage databases, cloud platforms, and diagnostic tools.

A specialized MCP server that bridges AI assistants with IDA Pro, enabling automated binary analysis, disassembly retrieval, and Python script execution for reverse engineering workflows.

AI-Native Static Code Analysis for modern security teams. Built for finding vulnerabilities, advanced structural search, derive insights and supports MCP

MCP (Model Context Protocol) Server. Orchestrates specialized agents for collaborative task execution with file operations, shell commands, and browser automation capabilities through a TypeScript-based API.

A quantitative trading toolkit providing access to over 900 financial data columns, backtesting engines, and factor analysis for Taiwan stock markets.

A lightweight MCP server that provides real-time weather information by geocoding city names and fetching data from the Open-Meteo API without requiring an API key.

A serverless code snippet management system that exposes Azure Functions as MCP tools, featuring multi-agent orchestration, semantic vector search via Cosmos DB, and automated documentation generation.

A comprehensive MCP server providing real-time and historical financial data from the Financial Modeling Prep API, covering 250+ tools across stocks, financial statements, economics, and alternative data like insider trading and ESG scores.

An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search and News Search capabilities