Development Tools

A lightweight relay server that exposes REST APIs from various providers (Supabase, Vercel, Context7) as MCP tools, allowing for structured HTTP communication through a unified interface.

Provides AI assistants with semantic search access to the MAGMA computational algebra system handbook, enabling natural language queries for documentation, code examples, and explanations of MAGMA syntax and mathematical functions.

A unified MCP server that consolidates directive, script, and knowledge management into a streamlined interface for AI agents to search, execute, and sync workflows.

AI startup idea validation by a specialized 9-agent crew.

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

A specialized MCP server that uses Playwright to scrape and structured financial data from major Chinese stock platforms and extracts chat results from AI search engines.

This MCP fetches trending data from platforms like YouTube, TikTok, and Instagram Reels using various scraping and API techniques. It's designed to run under FastMCP and exposes tools that can be consumed via a local CLI or claude.

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

Provides comprehensive website validation across performance, accessibility, SEO, and security dimensions using multiple testing services including WebPageTest, Google PageSpeed Insights, Axe DevTools, Mozilla Observatory, and SSL Labs. Enables automated website health assessments through browser automation and API integrations.

Enables searching for job opportunities across multiple platforms like Upwork, RemoteOK, and GitHub while automatically generating tailored application proposals based on keyword scoring. It includes tools for scanning all sources simultaneously and managing a professional profile for quick reference during applications.

A Baidu Maps MCP server providing geolocation tools for address-to-coordinate conversion, IP-based positioning, and multimodal route planning (driving, transit, walking, and cycling) within China.

Enables semantic code search across projects using AI embeddings to find code by meaning rather than just text matching. Provides fast intelligent search, symbol analysis, and code similarity detection with multi-language support.

A personal memory system that provides AI assistants with long-term memory capabilities through semantic search and vector storage. It enables Claude Code to store, retrieve, and manage personal context and project preferences using flexible LLM backends.

An MCP server that automatically transcribes video content and burns stylized captions directly into the video file. It leverages the Groq Whisper API for fast transcription and supports multiple visual styles tailored for social media and professional content.

A specialized MCP server for introspecting FastAPI applications, enabling route discovery, Pydantic model analysis, and dependency injection hierarchy debugging. It allows developers to explore API structures and source code through natural language tools.

A comprehensive Model Context Protocol server that bridges 60+ industry-standard Kali Linux security tools to AI assistants. It enables automated network scanning, web security testing, exploitation, and OSINT directly from an AI-friendly interface.

A comprehensive trading MCP server that connects Claude to 100+ cryptocurrency exchanges via CCXT, offering tools for market data, technical analysis, automated scanning, and order management.

A comprehensive MCP server for automated marketing, offering image generation via Google Imagen, video creation with Veo, and AI copywriting using Claude and Gemini, complete with cost estimation tools.

A comprehensive YouTube integration server that enables AI assistants to search for videos, extract multi-language transcripts, and manage a local database of video summaries.

An MCP server that scans code and text for 69 different types of exposed secrets, including API keys, tokens, and credentials for cloud, AI, and payment platforms.

An MCP server that crawls documentation websites, converts content into structured markdown files, and generates condensed cheat sheets for local-first access.

Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.

A specialized MCP server for managing Terraform infrastructure through command execution, automated plan analysis, and markdown report generation with custom filtering.

A security-hardened MCP server for generating and editing images using Google Gemini models. It provides tools for text-to-image creation and iterative image editing with strict input validation and secure file handling.

Real-time anti-cheat analysis system that monitors Discord servers for cheating code patterns using AI (GPT-4), automatically detects and analyzes suspicious code, and generates custom anti-cheat signatures with 24/7 monitoring capabilities.

A demonstration server that implements JSON-RPC 2.0 methods for basic arithmetic using FastAPI. It provides integration examples for the Model Context Protocol (MCP) using FastMCP to connect with Claude Desktop.

Enables AI agents to track and manage product development projects through structured 7-phase lifecycles with sprint tracking, role-based collaboration, and multi-project support. Provides phase management, progress tracking, and team coordination tools for complete product development workflows.

A Kanban board MCP server and Claude Code plugin that allows AI agent teams to create, track, and manage tasks through a structured workflow. It features a web UI for real-time status monitoring and enables users to review, approve, or reject task submissions.

A Model-Context Protocol server for MinIO that enables AI models to manage object storage, allowing for bucket listing, file retrieval, and data uploads.

A comprehensive YouTube MCP server for AI-driven video analysis, automated transcript management, and local/browser playback control using Google Gemini AI.