Development Tools

Provides AI-powered image analysis and OCR capabilities through the Kolosal Vision API, supporting local files, URLs, and base64 image data.

A template for deploying MCP servers on Cloudflare Workers featuring OAuth authentication and SSE transport support. It enables secure, remote access to tools via Claude Desktop or other MCP clients over the internet.

A robust email sending MCP server that supports SMTP configurations for major providers, including features for multiple recipients, attachments, CC/BCC, and HTML formatting.

A comprehensive MCP server providing 51 granular tools for Spotify playback control, data retrieval, and library management, optimized for building music HUDs and AI interfaces.

An MCP server that provides domain registration, renewal, and transfer pricing from Joker.com, featuring a two-tier pricing system with static data and real-time API integration.

A specialized bioinformatics tool for DNA/RNA sequence alignment, providing full access to BWA (Burrows-Wheeler Aligner) algorithms for mapping reads to reference genomes.

A specialized MCP server that provides a unified tool to download media content from various social media platforms using the Social Download All In One API.

A comprehensive MCP server providing programmatic access to the Norwegian Business Registry (Brønnøysundregistrene). It enables detailed searches for companies and subunits, retrieval of organizational roles, municipality data, and hierarchical NACE industry code classifications.

A toolset for managing DevOps Plan work items, allowing users to browse applications and projects, create or delete tasks, and filter work items through standardized Model Context Protocol clients.

A test management MCP server that connects AI assistants to Testomat.io, enabling natural language search and retrieval of tests, suites, runs, and plans with advanced TQL filtering.

Integrates AI assistants directly into FoundryVTT tabletop gaming sessions, enabling natural language control over dice rolls, combat management, and dynamic content generation. It provides real-time access to game worlds, actor data, and rulesets to assist Game Masters with tactical suggestions and world-building.

A comprehensive MCP server for interacting with the Fider customer feedback platform, enabling automated management of posts, user comments, and categorization tags.

An MCP server that integrates with Qdrant vector database to provide semantic search, storage, and retrieval of text using embedding providers like FastEmbed.

Access Swedish Text-TV content from SVT, providing real-time news, sports results, weather forecasts, and TV schedules via the Model Context Protocol.

A debug tool for platform developers to verify that their MCP App hosts correctly implement protocol specifications like context injection and message sending. It provides a blind selection test to ensure seamless end-to-end communication between the UI, host, and model.

Unofficial Powershell MCP server

A Retrieval-Augmented Generation (RAG) server that enables semantic search across PDF documents and code repositories using ChromaDB and sentence transformers. It provides automatic document indexing, text chunking, and relevance-scored lookups for AI models.

A semantic code search server that enables AI assistants to index and search codebases using hybrid BM25 and vector embeddings via providers like OpenAI, VoyageAI, and Gemini.

Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen

A comprehensive MCP server providing tools to interact with The Movie Database (TMDB) API, allowing users to search for movies and people, retrieve detailed metadata, and browse current or upcoming film lists.

A robust MCP server for managing Happy AI sessions across multiple machines, enabling programmatic control over coding agents, session monitoring, and message history retrieval.

A multi-provider image generation MCP server that intelligently routes requests between OpenAI and Google Gemini based on prompt requirements, supporting features like 4K resolution and reference images.

A template for deploying MCP servers on Cloudflare Workers with OAuth authentication and SSE transport. It includes example mathematical tools and demonstrates how to connect remote services to Claude Desktop.

A Gmail integration for Claude Desktop that allows users to fetch unread emails, generate AI-powered replies with style guide adherence, and manage their inbox through natural language commands.

A specialized MCP server for malware analysis that enables secure execution of terminal commands and binary analysis tools like strings, hexdump, and objdump with configurable timeouts.

Stateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage

A Cloudflare Workers-based MCP server that enables AI assistants to perform web automation using Playwright, including navigation, interaction, and capturing screenshots.

A robust task management MCP server that enables AI assistants to create, track, and search tasks while generating automated standup reports and project plans.

A manufacturing intelligence server that provides detailed analysis of production capabilities, equipment, factory distribution, and supplier assessments for Chinese enterprises.

A Node.js-based MCP server that integrates with the US National Weather Service API to provide real-time weather alerts and location-specific forecasts.