Development Tools

MCP (Model Context Protocol) Server. Integrates with Google Ads Keyword Planner API to enable SEO research, SERP analysis, and competitor analysis through a Node.js Express server deployable via Docker or Smithery.

A Ruby on Rails template demonstrating the Model Context Protocol (MCP) using the ActionMCP gem, featuring JWT authentication and tools for weather data, code analysis, and dependency management.

Integrates ZenML with MCP to query machine learning pipeline metadata, monitor runs, manage stack components, and trigger new workflows directly from AI interfaces.

A production-ready MCP server that bridges LLMs with the Just command runner, allowing AI assistants to safely discover, execute, and introspect automation recipes.

An enterprise-grade MCP server for JetBrains YouTrack 2025.2, providing AI agents with comprehensive access to issues, sprints, Gantt charts, time tracking, and knowledge base content.

A specialized MCP server for Windows that provides a standardized interface for AI models to perform network scanning and security assessments using NMAP.

A utility MCP server that provides real-time date and time information through a custom URI scheme for specific timezones and a tool for local system time.

A zero-configuration context preservation system for Claude Code that automatically captures and indexes project decisions, solutions, and patterns to prevent knowledge loss during conversation compaction.

Interact with your PagerDuty account, allowing you to manage incidents, services, schedules, and more directly from your MCP-enabled client.

A standalone agent runner that executes tasks by orchestrating multiple MCP servers and tools via Anthropic Claude, AWS Bedrock, and OpenAI APIs. It provides a dashboard and session logging for managing autonomous AI agents in cloud environments.

A curated MCP server providing semantic search and code retrieval across 3,000+ indexed open-source packages from NPM, PyPI, Rust, and Go registries.

just-mcp transforms project justfile recipes into dynamically discoverable MCP tools, allowing AI agents to understand and execute local automation workflows.

A security-focused MCP server that integrates with dnstwist to perform DNS fuzzing, identifying typosquatting and phishing threats through domain permutation analysis.

A secure shell execution MCP server that features a dynamic approval system, persistent command permissions, and comprehensive audit logging.

A Zed extension that enables the Sequential Thinking MCP server, allowing AI agents to structure complex problem-solving through iterative, reflective thought steps.

An MCP client and example server that enables LLMs to control a web browser using the browser-use library, featuring real-time screenshot previews and SSE connectivity.

A Model Context Protocol (MCP) server for interacting with GitHub Actions.

MCP (Model Context Protocol) Server. Integrates Playwright and Chrome DevTools Protocol to enable advanced web automation, testing, and analysis through browser control and interaction.

Allows Honeycomb Enterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase.

Aleph implements a Recursive Language Model approach to process massive documents by offloading data storage to external RAM and providing iterative search, sandbox execution, and sub-agent orchestration tools.

A Model Context Protocol server that provides direct, read-only access to Apache Iceberg tables in AWS Glue, enabling AI models to explore lakehouse catalogs, schemas, and metadata.

An MCP server for analyzing Instagram engagement, providing tools to extract sentiment from comments, compare account metrics, identify marketing leads, and generate demographic reports.

An official AWS Lambda Powertools MCP server that enables AI assistants to search and retrieve documentation and examples across multiple Powertools runtimes.

A specialized MCP server that bridges the Semantic Scholar API, enabling AI models to search academic literature, retrieve author/paper metadata, and explore citation networks.

Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants

A robust bridge between AI assistants and Coda, providing comprehensive tools for document management, page creation, and markdown content manipulation using the Coda API.

MCP server that gives AI coding assistants persistent cross-client memory. Facts and conversations stored in SQLite, encrypted with AES-256-GCM, synced to Arweave. No server, no account, recoverable with a 12-word phrase.

MCP (Model Context Protocol) Server. Provides a unified interface for network reconnaissance with parallel execution of OSINT tools including WHOIS, Nmap, DNS lookups, and typosquatting detection for security researchers and network administrators.

A curated directory and hub for building, hosting, and connecting Azure-related Model Context Protocol (MCP) servers across multiple programming languages and frameworks.

A comprehensive Zig language assistant MCP server providing modern build system support (v0.15.2+), code optimization, complexity estimation, and automated migration guidance.