Development Tools

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

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 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. 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 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.

Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases using natural language for data querying and schema analysis. It provides a secure interface with a default read-only mode to prevent unauthorized database modifications.

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

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

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

A comprehensive monorepo of 35+ production-ready MCP connectors for popular SaaS tools like GitHub, Slack, and Notion, optimized for use with AI agents like Claude and Cursor.

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 Google Maps Platform MCP server that grounds LLM responses in official documentation and code samples to aid in map-based application development.

A specialized Playwright MCP server that provides a persistent JavaScript execution environment, allowing agents to maintain browser state and page context across multiple tool calls.

An MCP server that converts source code from various programming languages into Abstract Syntax Tree (AST) representations using tree-sitter. It enables LLMs to perform precise semantic analysis and structural code understanding for C, C++, Rust, Ruby, Go, Java, and Python.

MCP (Model Context Protocol) Server. Enables AI to manage DigitalOcean cloud infrastructure by providing access to account information, droplets, domains, firewalls, and other services for monitoring and automation tasks.

The official Alpha Vantage MCP server provides access to real-time stock market data and financial information via the Alpha Vantage API, supporting both Stdio and Streamable HTTP modes.

A specialized MCP server that integrates with the Mythic Command and Control (C2) framework, allowing AI models to perform automated penetration testing tasks and security workflows.

A modular external attack surface mapping tool that integrates popular reconnaissance utilities like subfinder and naabu into a natural language interface for security professionals.

An MCP server providing secure, read-only access to macOS iMessage databases, featuring automated phone number validation and intelligent permission handling for message analysis.

A specialized MCP server that bridges AI tools with GDB, allowing for interactive C/C++ debugging through automated breakpoint management, execution control, and memory examination.

A comprehensive MCP server for managing DigitalOcean App Platform resources, allowing AI assistants to deploy apps, manage deployments, inspect logs, and monitor infrastructure metrics.

CodeGraph transforms codebases into semantically searchable knowledge graphs with reasoning agents that analyze dependencies, architecture, and impact for AI assistants. It utilizes SurrealDB and hybrid vector/lexical search to provide deep architectural context instead of simple text matching.

AutoMobile is a mobile automation MCP server for Android and iOS that enables UI testing, device management, and automated test authoring through deep view hierarchy analysis.

A specialized MCP server for managing GitLab workflows, enabling AI agents to interact with issues, merge requests, diffs, and comments.