Development Tools

MCP (Model Context Protocol) Server. Enables systematic software project planning by breaking down complex tasks into manageable components, defining project structures, and creating implementation roadmaps through a Python-based FastMCP framework deployable via Docker or locally.

A Slidev presentation and developer guide to the Model Context Protocol (MCP) by Anthropic, covering AI integration, LLM tool use, core concepts, and implementation examples for AI agents. #mcp #a

Enables AI agents to programmatically control VSCode through UI automation, DOM inspection, and command execution. Built on vscode-extension-tester, it allows agents to interact with the editor as a user would, making it ideal for extension testing and workflow automation.

A Model Context Protocol server that provides read-only access to PostgreSQL databases with enhanced multi-schema support.

A lightweight, Windows-native MCP server providing optimized tools for shell execution, file system management, and interactive process control.

MCP server for LogicStamp Context - enabling AI assistants to safely analyze and understand React/TypeScript codebases.

MCP (Model Context Protocol) Server. Integrates with Google Gemini 2.5 Flash to provide text-to-image generation, image editing, composition, and style transfer capabilities with support for base64 and file path inputs.

A suite of MCP servers that enable natural language interaction with Neo4j databases, allowing for Cypher query execution and the management of knowledge graph-based persistent memory.

A meta-MCP server that solves tool overload by using semantic vector search to dynamically discover and expose only the most relevant tools for a given query.

The Zoo MCP server provides integration with the Zoo API, enabling users to perform CAD operations such as generating 3D models from natural language text prompts.

A specialized MCP server that orchestrates medical AI agents for clinical decision support, featuring specific tools for blood data analysis, ICD-10 mapping, and clinical note summarization with built-in queue management.

A specialized documentation indexing and retrieval server for the Cangjie programming language, providing smart document splitting, token-efficient search, and hierarchical navigation.

A high-performance S3-compatible object storage MCP server for managing Tigris buckets and objects, enabling seamless file uploads, downloads, and sharing through AI agents.

A Kotlin 'Hello World' example for the Model Context Protocol (MCP). This client-server demo uses STDIO for communication, where the client launches an MCP server to execute a simple 'greet' tool. Ideal for understanding MCP's fundamentals without complex LLM integrations.

The Vulners MCP server provides comprehensive access to over 4 million security bulletins, allowing users to perform full-text vulnerability searches, audit specific software versions, and retrieve detailed CVE data directly through AI assistants.

A specialized MCP server for WSL users that captures Windows screenshots of desktops, specific monitors, or individual app windows with DPI awareness and automatic path conversion.

A toolset for automating Android emulators and devices through ADB, allowing for UI inspection, interaction testing, and device management.

Connects Claude Code and other MCP clients to Vim/Neovim instances, allowing AI to query editor state, execute complex commands, search help documents, and record macros.

An MCP server that enables AI assistants to query and analyze LLM performance metrics from Langfuse analytics workspaces.

This MCP server enables real-time user intervention for AI agents, allowing users to review context and provide instructions through a dedicated Web UI to keep agents aligned with their intent.

A comprehensive MCP server providing tools and prompts for FedRAMP 20x compliance, featuring AST-powered code analysis, Azure-first implementation guidance, and automated evidence collection strategies for 321 requirements and 72 KSIs.

A robust MCP server designed for self-hosted Jira instances that uses Personal Access Token (PAT) authentication to perform comprehensive issue management, status transitions, and project oversight.

MCP (Model Context Protocol) Server. Integrates with ImageMagick's CLI to enable image processing and manipulation tasks like resizing, format conversion, and applying filters or effects.

A Jira integration for MCP that enables LLMs to manage projects, browse boards and sprints, and create issues using Personal Access Tokens.

A robust code editing MCP server featuring directory sandboxing, optimistic locking, and encoding-aware file operations. It provides precise block-based code editing and batch file processing for safe multi-client concurrency.

Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without modifying them.

A community-driven MCP server that allows AI models to manage Harbor container registries, enabling real-time interaction with projects, repositories, statistics, and system configurations.

A Jina AI-powered MCP server that enables AI models to perform semantic web searches and extract clean content from URLs for research and analysis.

A virtual CAN and OBD-II interface that surfaces vehicle sensor data to LLMs via an MCP server. It simulates ECUs, decodes messages using DBC files, and provides tools for hardware-free automotive diagnostics prototyping.

A LinkedIn profile scraper that uses Selenium to extract detailed work history, education, and contact data with built-in anti-detection and manual credential authentication.