Development Tools

A FastMCP server that leverages the fal.ai GPT image-1 API to generate high-quality images from text prompts with support for custom sizes and backgrounds.

A specialized MCP server for extracting and converting internet content—including webpages, YouTube transcripts, tweets, PDFs, and Google Docs—into LLM-friendly markdown and text.

A specialized Tavily search MCP server that uses underscore-based tool names specifically optimized for compatibility with the Cursor editor's CallMcpTool interface.

A specialized MCP server for pentesting that allows AI agents to manage Exegol containers and execute complex security workflows like web reconnaissance and vulnerability scanning.

A comprehensive collection of deterministic system utilities and developer tools for handling date/time, OS details, math, security, and text processing without LLM hallucinations.

Enables Docker container management directly through Claude using the Model Context Protocol. Provides 14 tools for managing containers, images, volumes, and Docker Compose deployments through natural language commands.

A community-maintained MCP server for HashiCorp Vault that enables management of ACL policies, audit devices, and secret engines like KV v2, PKI, and Transit through an LLM interface.

A demonstration MCP server using the xmcp framework to showcase structured tool, prompt, and resource definitions with automatic directory-based discovery.

A comprehensive music design system that allows AI to compose music using deterministic YAML arrangements. It provides 37 tools for managing patterns, styles, and structures that compile into Score IR and MIDI files.

A robust MCP server designed to extract video transcripts and comment threads from public Loom links, featuring fixed GraphQL request handling for current API compatibility.

A fake web search server that generates LLM-powered search results and full articles based on a configurable background story for AI alignment testing. It enables users to simulate a controlled web environment where AI agents interact with fabricated content tailored to a specific narrative.

A learning-focused MCP server demonstrating core concepts like tools, resources, and prompts through a simple notepad application for managing and searching notes.

A multi-functional MCP server that enables academic research through specialized paper search and management tools, complemented by weather query and calculation capabilities.

A comprehensive MCP server providing access to legislative data from all 50 US states and Congress via the LegiScan API, featuring optimized tools for researching bills, votes, and legislators.

A powerful browser automation MCP server that provides 90% DOM compression, ref-based element targeting, and sandboxed Playwright code execution with integrated DevTools.

A comprehensive MCP server suite for Gitea integration, featuring repository management, secure command execution, filesystem access, Docker monitoring, and web search capabilities.

Extracts clean text content and metadata from website URLs using Beautiful Soup through a standardized interface for AI agents. It supports both Bearer token authentication and a blockchain-based pay-per-use protocol for flexible access.

Enables AI agents to interact with GitLab repositories, monitor documentation changes, manage issues and merge requests, and search across projects with comprehensive file and commit operations.

Searchable access to GitLab documentation from multiple repositories with full-text search.

Enables AI assistants to interact with PostgreSQL databases by executing SQL queries and inspecting database schemas. It provides tools to facilitate database exploration and management through the Model Context Protocol.

An MCP server that transforms Claude-style skills and resources into callable tools for any MCP-compatible agent or client. It automatically discovers, exposes, and executes scripts from skills organized in local directories or packaged archives.

A specialized code review service that provides 36+ critics for different programming aspects and 3 fixing strategies to automatically address identified issues in a two-step workflow.

A specialized browser automation MCP server for RoxyBrowser that uses Playwright's accessibility tree and advanced DOM distillation to enable fast, token-efficient web interactions without requiring vision models.

The OpenFIGI MCP server enables AI assistants to map financial identifiers like ISIN, CUSIP, SEDOL, and Tickers to FIGIs using the OpenFIGI API.

A knowledge base management server providing keyword search, category-based filtering, and ID lookups with integrated in-memory caching for optimized performance.

A comprehensive MCP server that provides full access to Help Scout's Docs and Inbox APIs. It enables users to manage knowledge base articles, collections, and sites while also handling customer conversations, threads, and mailbox operations.

A comprehensive MCP server for browser automation via Puppeteer, featuring specialized agents for file management, QNAP network storage integration, and agent-to-agent task handoffs.

A specialized MCP server for debugging and executing Brainfuck programs, offering step-by-step execution, memory inspection, and configurable interpreter settings.

A robust MCP server linking AI agents to the CrowdStrike Falcon platform, enabling automated threat hunting, incident analysis, host management, and vulnerability assessment across cloud and endpoint environments.

A robust DNS over HTTPS server built on Cloudflare Workers that performs parallel queries across multiple providers with a consensus algorithm for fast, reliable, and secure DNS resolution.