Development Tools

Neo.mjs is an AI-native application engine that uses a multi-threaded architecture and Model Context Protocol to allow AI agents to interact directly with a live web application runtime.

A powerful browser automation MCP server that uses Stagehand and Browserbase to let LLMs navigate web pages, extract structured data, and perform complex UI interactions with high performance and anti-detection capabilities.

A bridge between AI assistants and the Tianji platform, allowing users to list, inspect, and query survey data and analytics directly through the Model Context Protocol.

Sourcebot is a code search and intelligence engine that enables natural language querying, IDE-level code navigation, and cross-repository search across GitHub, GitLab, and other hosts.

A native macOS LLM server and MCP aggregator that runs local MLX models and connects to remote providers while exposing a suite of system tools for filesystem, browsing, and git operations.

A robust framework to programmatically assemble prompts using JavaScript/TypeScript, enabling orchestration of LLMs, tools, and data with built-in RAG and containerized code execution support.

Solon is a high-performance Java enterprise application framework designed as a lightweight and efficient alternative to Spring, offering 700% higher concurrency and 90% smaller package sizes.

A specialized MCP server providing AI assistants with direct access to shadcn/ui v4 components, blocks, and demos across React, Svelte, Vue, and React Native frameworks.

A Go application scaffolding and CLI tool that facilitates building high-performance applications using a layered architecture and dependency injection. It streamlines project creation, component generation, and automated builds for Gophers.

UltraRAG v2 is a low-code MCP framework designed for building complex RAG pipelines using a component-based architecture and YAML-driven flow control. It simplifies the implementation of advanced retrieval-augmented generation systems by wrapping core logic into reusable MCP servers.

A comprehensive MCP server suite providing a seamless connection between AI agents and the Azure ecosystem, enabling operations across cloud infrastructure, databases, and developer services.

A comprehensive marketplace and discovery platform for Claude Code, offering curated collections of agents, commands, hooks, and skills to extend AI workflows.

A utility server that bridges MCP transports, allowing stdio-only clients to connect to SSE/Streamable HTTP servers and exposing local stdio servers as SSE endpoints.

A comprehensive MCP server for Grafana that enables deep integration with dashboards, datasources (Prometheus, Loki, Pyroscope), alerts, OnCall schedules, incidents, and Sift investigations.

Medplum is an open-source healthcare developer platform providing a FHIR-compliant Clinical Data Repository, identity management, and a suite of SDKs for building medical applications.

A specialized MCP server designed to crawl, index, and query technical documentation, turning complex web content into LLM-ready context for rapid software development.

A specialized MCP server acting as a proxy between LLMs and existing enterprise endpoints, enabling discovery and execution of auto-healing, LLM-mapped tools.

Unla is a lightweight MCP gateway that transforms existing RESTful APIs and MCP servers into unified MCP endpoints with zero code changes, featuring a management UI and hot-reloading.

Lemonade is a high-performance local LLM server and SDK that optimizes inference on GPUs and NPUs (including AMD Ryzen AI). It provides an OpenAI-compatible API to run GGUF, FLM, and ONNX models locally with hardware acceleration.

Shrimp Task Manager is an MCP server designed for AI-driven development, providing persistent memory, structured workflows, and automated task decomposition with dependency tracking.

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

High-performance web crawling and RAG server that integrates Crawl4AI with Supabase and Neo4j for semantic search, code example extraction, and AI hallucination detection via knowledge graphs.

MetaMCP is a powerful MCP aggregator and orchestrator that allows users to group multiple MCP servers into namespaces, apply middleware, and expose them through unified SSE, Streamable HTTP, or OpenAPI endpoints.

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

Beelzebub is an advanced honeypot framework that uses MCP and AI to simulate high-interaction systems, detecting prompt injection attacks and collecting real-time threat intelligence.

A comprehensive PostgreSQL MCP server that enables AI agents to perform schema exploration, SQL execution, and advanced performance tuning using industrial-strength index optimization algorithms.

A cloud browser MCP server that enables AI agents to perform complex web automation, scraping, and autonomous tasks with built-in stealth features and credential management.

A browser-integrated MCP server that allows AI models to control any Chromium-based browser use your existing logged-in accounts, sessions, and data for automation.

System Initiative is an AI-native infrastructure automation platform that enables engineers to work with AI agents to discover, propose, and execute infrastructure changes safely.

A unified management hub and gateway for Model Context Protocol (MCP) servers that provides centralized orchestration, dynamic routing, and AI-powered tool discovery via SSE endpoints.