Development Tools

A YouTube Data API v3 integration for MCP that enables content discovery through advanced searching and retrieval of key metrics for videos, channels, and playlists.

MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP

Enables AI agents to create professional Slidev presentations and export them to PDF via natural language. Supports multiple themes, code syntax highlighting, and atomic slide operations for seamless integration with Claude and other MCP clients.

A specialized MCP server for inter-Claude communication that allows multiple AI instances to share work context and fork conversations via a lightweight smart pointer architecture.

A comprehensive debugging and code quality companion for React/Next.js that integrates Chrome DevTools, monitors performance, and enforces architectural rules in real-time.

A sophisticated constraint satisfaction and optimization server built on Google OR-Tools CP-SAT, providing LLMs with specialized solvers for scheduling, routing, resource allocation, and logic puzzles.

Cross-platform music link resolution for AI agents. Resolve any song or album across Spotify, Apple Music, Amazon, YouTube, and more. Returns affiliate-ready links with click tracking

Sentinel is an enterprise-grade security MCP server that automates vulnerability scanning, secret detection, and AI-powered threat modeling through containerized tools like Semgrep, Trivy, and Gitleaks.

A specialized MCP server providing real-time US power grid intelligence, carbon intensity data, and optimization tools for carbon-aware AI compute scheduling.

A Python-based MCP server that retrieves real-time weather alerts from the National Weather Service API for any specified US state.

A Slack MCP server designed for Claude Code Action that facilitates secure image downloads and file access from Slack channels using Bot User OAuth tokens. It includes built-in security features like path traversal prevention and URL validation to ensure safe integration.

Premium MCP server for Godot game engine with 84 tools across 14 categories. Scene editing, scripting, animation, tilemap, shader, input simulation, runtime debugging, profiling, theme/UI, batch operations, and export support.

A movie and TV resource search engine that aggregates data from multiple sources and includes a built-in validator to check video link playability.

A comprehensive MCP server designed to manage and automate self-hosted Supabase instances running on Coolify infrastructure. It provides deep integration for database migrations, edge function deployments, storage management, and lifecycle control of Coolify applications.

A tool that converts Markdown documents and Mermaid diagrams into high-quality PDFs and PNGs using Puppeteer-based headless Chrome rendering.

A Model Context Protocol server that enables interaction with Linear workspaces to manage issues, projects, cycles, and teams through a GraphQL interface. It provides 21 tools for comprehensive task management, search, and workflow coordination using OAuth2 authentication.

A specialized MCP server that exposes organization-specific Terraform style guides, naming conventions, and security standards to AI agents for generating compliant Infrastructure as Code.

A comprehensive MCP server providing full Microsoft Outlook integration for managing emails, contacts, calendars, and mail folders via the Microsoft Graph API.

A robust MCP server integrating Salesforce, Atlassian (Jira/Confluence), and Supabase to provide unified tools and resources for CRM management, issue tracking, and internal documentation.

Federated research discovery with S-Index metrics across a network of digital twins.

MCP server for Altegio API — appointments, clients, services, staff schedules

A Docker automation MCP server that enables AI assistants to manage containers, execute commands, and inspect system information through HTTP and stdio transports.

An MCP server for benchmarking Large Language Model APIs, providing detailed metrics like Time To First Token (TTFT) and throughput across multiple concurrency levels.

A specialized MCP server that integrates with Red Hat OpenShift AI to manage and monitor Kubernetes resources like pods and ML workbenches directly through AI-driven workflows.

A specialized MCP server for machine translation evaluation using Unbabel's xCOMET models, providing quality scoring and granular error detection for AI agents.

A comprehensive accessibility testing server that utilizes axe-core and IBM Equal Access engines to audit websites and HTML for WCAG compliance across multiple viewports.

A Rosetta API compliant MCP server for the Internet Computer Protocol (ICP), facilitating blockchain interactions like account balance lookups, block exploration, and transaction construction.

A lightweight Supabase MCP server that provides essential database, storage, and authentication tools while significantly reducing context window token usage.

JSON-driven E2E test runner with parallel execution against a Chrome pool.

A specialized MCP server for AWS Application Signals that enables monitoring, troubleshooting, and SLO management through Amazon CloudWatch and AWS X-Ray integration.