Development Tools

A Model Context Protocol server that connects to AppSignal, allowing users to fetch, list, and analyze incident information from their AppSignal monitoring.

A robust MCP server providing secure, read-only access to Firebase Firestore and Cloud Storage, optimized for Digital Asset Management workflows with built-in support for assets, versions, and comments.

A Kali Linux-based MCP server that exposes over 45 penetration testing tools for AI-assisted security auditing and vulnerability scanning. It features strict scope enforcement, structured output parsing, and persistent finding storage to automate the offensive security workflow.

Follows the Model Context Protocol to enable code agents to use Netlify API and CLI, allowing them to create, deploy, and manage Netlify resources using natural language prompts.

Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.

Generates AI-powered prompts for creating markdown slide presentations and saves them as Marp-compatible files. Supports customizable presentation styles, templates, and direct file creation for professional slideshows.

A comprehensive MCP server providing access to Open Ai21 API services, featuring diverse AI models like Claude 3, Llama 3, and GPT-3.5, alongside image processing, text-to-speech, and summarization tools.

A specialized MCP server for agile development that orchestrates a team of AI agent personas (BA, PM, Spec Writer) across various LLM providers for collaborative decision-making and document generation.

Provides AI assistants with access to Cohesity DataProtect for managing backups, recovery operations, and data protection monitoring via the Cohesity REST API. It enables users to trigger on-demand backups, monitor cluster health, and manage protection policies through natural language commands.

A Model Context Protocol (MCP) server for coordinating work between multiple AI agents in monorepos and shared codebases using a simple file-based signaling system or Discord thread chat.

A specialized MCP server for validating and generating Terraform Infrastructure as Code (IaC) based on Pragma CloudOps standards, covering naming conventions, security encryption, and complex data structures.

Provides AI assistants with access to authentic World of Tanks Blitz game data including tank statistics, armor values, map terrain features, equipment, crew skills, and camouflages parsed directly from local game files.

Enables AI assistants to create, monitor, and manage computational tasks through GA4GH Task Execution Service (TES) functionality. Provides seamless access to TES-compliant services for executing bioinformatics and scientific computing workflows.

Provides crowdsourced package intelligence and security alerts for AI coding assistants by analyzing project dependencies and framework co-occurrence. It enables automated project scans, package alternative discovery, and data-driven recommendations across multiple programming ecosystems.

Enables teams to create a shared knowledge base where members can store, search, and validate information collectively. Provides semantic search across team memories with granular permissions and collaborative verification features.

Provides production-ready implementation patterns for features like authentication, payments, and deployments to AI coding assistants. It enables developers to search and retrieve battle-tested code snippets and setup steps for full-stack tasks.

The FusionAuth MCP server provides comprehensive access to over 300 API endpoints for managing identity, users, and applications. It allows LLMs to perform CRUD operations and search functionality within a FusionAuth instance.

A Snowflake MCP server that integrates Cortex AI features to enable retrieval-augmented generation (RAG), natural language analysis of structured data, and LLM chat completions directly within the MCP ecosystem.

MCP (Model Context Protocol) Server. Analyzes fashion images using CLIP to extract clothing attributes like style, color, and fabric, then generates personalized recommendations based on detected tags and user behavior.

A multi-purpose MCP server providing secure authenticated access to filesystem operations, system information, Obsidian vaults, SQLite databases, and comprehensive UniFi network management.

An MCP server that enables AI assistants to manage MLflow lifecycle components including experiments, runs, and the model registry. It provides functions to search, retrieve metrics, and access metadata through natural language interfaces.

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI dev

A specialized MCP server that provides deep DeFi analytics and real-time market data for the Algorand ecosystem, integrating directly with the Vestige API for tracking assets, pools, and protocols.

A specialized development server for Rust and Slint ecosystems that fetches real-time package data, UI components, and news from GitHub while maintaining a local cache for performance.

Enables fetching, searching, and summarizing WeChat public account articles through browser automation. Supports multiple output formats and provides article metadata and statistics.

Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.

Enables control and monitoring of Home Assistant smart home devices through MCP protocol. Automatically manages authentication tokens and provides simplified tools for device discovery, switch control, and light brightness adjustment.

MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!

A comprehensive analysis server that extracts and queries cross-repository knowledge including type definitions, service dependencies, and infrastructure configurations. It generates architectural diagrams and identifies shared data contracts across large developer organizations.

A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.