Development Tools

A specialized MCP server providing mental models, design patterns, and scientific reasoning frameworks to enhance systematic thinking and analytical problem-solving.

MCP (Model Context Protocol) Server. Enables AI assistants to explore and understand .NET codebases.

A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible specifications into fully functional Model Context Protocol (MCP) servers. Generates Docker-ready implementations with support for SSE/IO communication protocols, authentication, and comprehensive error handling. https://pypi.org/project/openapi-mcp-generator/

A robust workflow management server that allows LLMs to execute complex, multi-step processes with branching logic, state management, and cognitive reasoning actions.

A tool that enables semantic and regex code search across millions of public GitHub repositories using the grep.app API, featuring batch file retrieval and advanced filtering.

A .NET-based MCP client and host application that demonstrates how to connect an AI agent to a remote TypeScript-based to-do list MCP server running on Azure Container Apps.

A high-performance code intelligence server that provides AI assistants with deep semantic understanding of codebases, including symbol navigation, impact analysis, architectural mapping, and ownership tracking.

A weather information server implementing the National Weather Service API with full MCP OAuth 2.1 compliance for secure US weather alerts and forecasts.

MCP (Model Context Protocol) Server. Creates sandboxed local dev environments directly from GitHub; run tests, report coverage and more.

Agentic Control Framework (ACF) is a comprehensive AI orchestration layer providing over 80 tools for sophisticated task management, browser automation, terminal control, and surgical code editing across local and cloud environments.

The pre-flight check for AI agents

MCP (Model Context Protocol) Server. Transcribes and analyzes video content from sources like YouTube using multiple transcription services with automatic fallback for reliable text extraction from audio.

A security-focused MCP server that integrates with the Asterisk Vulnerability Scanner API to provide real-time code scanning and vulnerability analysis for AI assistants.

A Go-based MCP server that integrates Perplexity's real-time web search and reasoning models directly into AI assistants like Claude and Cursor.

A robust MCP server that enables LLMs to execute arbitrary bash commands and manage working directories on a local machine.

An MCP server that enables AI models to interact with AWS services including RDS, S3, EC2, and networking components through natural language.

A TypeScript-based agent that integrates Ollama with multiple Model Context Protocol (MCP) servers, allowing local LLMs to interact with external tools like filesystems and web research through a unified CLI.

A Spring Boot-based MCP server that integrates OWASP ZAP to automate web security tasks like spidering, active scanning, and vulnerability reporting via AI agents.

NeuronMCP is part of the NeuronDB ecosystem, providing an MCP server interface to a PostgreSQL-based AI database with integrated vector search, machine learning algorithms, and RAG capabilities.

A Spring Boot-based MCP server that integrates 1C:Enterprise development with AI assistants, providing tools for code checking, syntax explanation, and AI-driven consultation via the 1C:Naparnik API.

A versatile Deno-based template for building MCP servers that support STDIO and HTTP transports. It includes examples for tools, resources, and sampling, and can be compiled into standalone binaries or Claude Desktop Extensions (DXT).

Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.

An MCP server for Linux network optimization that enables AI-assisted TCP tuning, performance diagnostics, and safe configuration management with automated rollbacks.

A comprehensive interface to the Robinhood Crypto API, providing both REST and WebSocket endpoints for account management, real-time market data retrieval, and trading operations.

A robust NestJS boilerplate that integrates the Model Context Protocol to expose backend services, utilities, and development workflows as AI-discoverable tools and resources.

A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support.

DVMCP bridges the Model Context Protocol (MCP) with Nostr's Data Vending Machine ecosystem, enabling decentralized tool discovery and execution through cryptographically signed messages.

A powerful orchestration server that enables AI agents to discover, create, and execute complex multi-step workflows using structured YAML definitions and global strategy instructions.

A Model Context Protocol server providing programmatic administration for Keycloak, including management of users, realms, clients, roles, and authentication flows.

A lightweight Rust-based bidirectional proxy that bridges MCP servers between stdio, SSE, and Streamable HTTP transports with built-in OAuth support.