Development Tools

A Kubernetes MCP server providing cluster management and advanced troubleshooting capabilities through HTTP chunked streaming and specialized diagnostic prompts.

A sophisticated reasoning and research MCP server that leverages Pollinations AI's DeepSeek and SearchGPT models for multi-cycle strategic analysis and real-time web information retrieval.

A specialized cybersecurity MCP server that integrates with the CIRCL Vulnerability Lookup API to perform CVE searches, risk assessments, and provide SOC-ready remediation playbooks.

Provides text analysis tools including TF-IDF document search and text profiling (sentiment, readability, keywords) for analyzing text corpora through structured MCP interfaces.

A robust MCP server that provides web search capabilities with structured JSON results, featuring configurable result counts and pagination via a remote search API.

Manages a global scratchpad file on your Desktop for tracking interruptions, ideas, tasks, and focus across all projects with secure input validation and rate limiting.

A Model Context Protocol server that integrates Lychee Redmine project management with AI assistants, enabling interaction with Redmine instances via API.

Analyzes directory structures with .gitignore awareness and executes Python code in secure sandboxed environments. Combines intelligent codebase analysis with safe code execution for development workflows.

A template for deploying Model Context Protocol (MCP) servers on Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure remote access to tools for clients like Claude Desktop while leveraging Cloudflare's serverless infrastructure.

Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, searching, and managing clipboard items organized in tabs with tags and notes through a unified interface.

A beginner-friendly collection of MCP servers demonstrating stdio and SSE transport methods, featuring a calculator script and an RSS feed integrator.

A specialized security auditing MCP server built on LangGraph that automates vulnerability scanning for other MCP services by detecting injection, SSRF, and path traversal flaws.

A code intelligence MCP server that implements a structured phase-gate workflow to give LLMs Cursor-like codebase understanding through semantic search, symbol analysis, and impact verification.

A specialized MCP server that wraps the XFOIL aerodynamic tool, allowing AI agents to programmatically generate lift, drag, and moment polars for airfoil analysis via STDIO or HTTP.

A robust MCP server designed for n8n workflows that provides a comprehensive suite of file system management and Git version control tools.

Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.

An MCP server for managing development processes and browser automation, featuring a TUI and programmatic control for AI-assisted workflows.

A specialized MCP server for Cursor that automates the end-of-session workflow by syncing context files, updating project summaries, and performing git commits.

An MCP server providing powerful media processing capabilities via FFmpeg, enabling automated image and video compression, format conversion, and resizing through LLM tools.

An MCP server that analyzes Git repositories and provides Dockerfile creation guidance, running locally using stdio transport.

A read-only AWS assessment tool that inventories environments, runs security and operations checks, and generates cost snapshots and actionable reports. It is designed for contractor-friendly audits with support for IAM role assumption and External IDs.

An MCP server designed to manage and interact with multiple n8n instances, allowing users to list, create, execute, and monitor workflows directly from MCP-compatible clients.

Statly Docs MCP server provides AI agents with tools to search and retrieve Statly SDK and REST API documentation, including language-specific code examples and references.

A versatile MCP bridge that enables real-time monitoring and control of Webots robot simulations, allowing AI agents to access sensor data, robot states, and camera frames while managing simulation playback.

Scans MESH by Viscount systems for default credential vulnerabilities, performs security assessments, and generates compliance reports for authorized penetration testing and security research purposes.

A lightweight suite of MCP tools designed for codebase understanding, autonomous task delegation via subagents, and team coordination through built-in chat and todo management.

A comprehensive web search, scraping and crawling API for AI that enables LLMs to extract, structure and analyze web data with support for batch processing, autonomous crawling, and specialized parsers.

A boilerplate template for deploying a remote MCP server on Cloudflare Workers without authentication, intended as a starting point for building custom tools.

A tool that enables read-only access to terminal output for Claude Desktop by logging shell command results to a file that the MCP server can process.