Development Tools

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.

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

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.

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.

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.

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

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

A Unity Editor extension that enables natural language control over game development workflows, including scene management, asset creation, and build automation via the Model Context Protocol.

A system monitoring MCP server that provides real-time access to CPU, memory, disk, network, and process metrics. It enables LLMs to analyze system performance and host information through an interactive interface.

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 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.

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.

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

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

A toolset that bridges AI agents with VS Code, allowing them to manage projects, view/edit files through diffs, and interact directly with the editor environment via MCP.

MCP (Model Context Protocol) Server. Provides a structured documentation system for preserving context in complex projects through templates, project summaries, and consistent knowledge management across sessions.

A Model Context Protocol server that bridges OpenAPI specifications with LLM-powered development tools, enabling deep discovery and integration of local API schemas and operations.

MCP (Model Context Protocol) Server. Enables direct interaction with running Java applications through Arthas diagnostic tools via SSH connections, allowing for remote command execution, performance monitoring, and debugging of JVM processes.

A comprehensive MCP server for interacting with Google Cloud Platform, enabling LLMs to manage billing, analyze errors, query logs, inspect IAM policies, and interact with Spanner databases and Monitoring/Trace telemetry.

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data.

A comprehensive MCP server that bridges CircleCI's CI/CD infrastructure with AI clients, enabling developers to manage pipelines, debug failures, analyze test flakes, and optimize resource usage through natural language.

A specialized MCP client designed to test and interact with MCP servers over HTTP streamable transport, featuring a chat-ui for executing tools and visualizing results.

A tool to easily install and configure other MCP servers within Cursor IDE, with support for npm packages, local directories, and Git repositories.

A high-performance codebase analysis server that builds a semantic graph of code using Tree-sitter and SQLite vector storage. It supports hybrid search, impact analysis, and multi-language structural traversal for deep codebase understanding.

A Model Context Protocol server designed to discover, parse, and validate llms.txt and llms-full.txt files on websites to help LLMs understand site content structure.

A multi-dimensional persistent memory system for AI assistants that manages short-term, long-term, episodic, and semantic context across development sessions using a Turso database.

A documentation management server that provides AI assistants with curated access to development knowledge, best practices, and real-time updates for various programming categories.