Development Tools

A comprehensive security analysis MCP server that enables natural language queries, cross-account discovery, and log analytics across AWS services like GuardDuty, IAM, and S3.

A comprehensive MCP server that integrates with LeetCode (Global and China) to provide access to coding problems, solutions, user profiles, submission history, and personal note management.

A robust integration for providing OpenAI GPT-5 capabilities to Claude Code, featuring specialized tools for both simple prompt generation and complex structured conversations.

A versatile search engine for codebases and documentation that uses Probe to enable natural language queries over local directories or Git repositories.

A Model Context Protocol server that integrates with Azure DevOps to allow AI assistants to manage work items, projects, and team resources via natural language.

A GDB debugger integration for MCP that enables AI assistants to perform full C/C++ debugging tasks including breakpoint management, execution control, and memory examination.

Nova Memory is a local-first persistent storage system for AI assistants, providing persistent context, task management, and knowledge graph capabilities using SQLite.

Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.

ToolHive is a desktop management application and proxy for the Model Context Protocol (MCP), allowing users to securely deploy, run, and manage MCP servers in isolated containers.

A specialized MCP server that enables AI models to index and query GitHub repositories using the GitHub Chat API for deep codebase analysis.

A system utility MCP server designed to discover, list, and analyze Model Context Protocol configurations across various AI applications and IDEs in a local development environment.

A specialized MCP server that bridges AI assistants with Roblox Studio, allowing models to explore game structures, edit scripts, and automate bulk changes directly within the engine.

A specialized MCP server that integrates with the CVE-Search API to query vulnerability data, including vendor products, specific CVE details, and recent security updates including CAPEC and CWE mappings.

MCP (Model Context Protocol) Server. Provides Excel file manipulation capabilities through OpenXLSX, enabling creation, editing, and formatting of spreadsheets with cell operations, worksheet management, styling controls, and range manipulation for automated report generation and data processing workflows.

A toolset for Rust development in Cursor that integrates Rust Analyzer LSP capabilities, Cargo commands, and local documentation parsing to provide LLMs with deep type awareness and crate info.

A comprehensive MCP server designed for AI-driven development that integrates file system management, code analysis via tree-sitter, multi-language code execution, and web search/fetch capabilities. It enhances agentic workflows with system context tools like screenshot capture and application listing, plus a workspace-centric todo management system.

A scalable MCP server that enables context-aware discovery and execution of any OpenAPI-documented API through semantic search and endpoint-level chunking. It bypasses LLM context limits by indexing individual API endpoints into an in-memory FAISS vector database.

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

A comprehensive MCP server for GitHub project management that uses AI to automate PRD generation, task breakdown, and requirements traceability with multi-provider AI support.

MCP (Model Context Protocol) Server. Integrates ABAP Development Tools API to enable automated code reviews, intelligent transport management, and AI-assisted ABAP development.

A unified search bridge for MCP that integrates Brave Search, Metaso, and Bocha into AI workflows, offering specialized capabilities like location search and academic research.

A comprehensive Spotify integration for MCP that enables music discovery, playback control, and playlist management using LLM-friendly batch operations and OAuth 2.1 authentication.

A Terminal MCP server that enables execution of shell commands within a designated workspace directory via STDIO or SSE transports.

Zero-Config, Fully AI-Managed End-to-End Testing for any code gen platform via Debugg.AI remote browsing test agents.

A sophisticated Jira MCP server designed for professional software development workflows, enabling comprehensive management of issues, sprints, worklogs, and cross-platform development information.

A discovery and recommendation service that uses natural language queries to help AI assistants find and install appropriate Model Context Protocol (MCP) servers from various registries.

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

RepoMapper uses Tree-sitter parsing and PageRank algorithms to generate intelligent repository maps, helping LLMs navigate complex codebases by prioritizing relevant definitions and files.

A command-line tool written in Rust designed to discover, document, and generate capabilities reports (tools, resources, prompts) for other MCP servers.