Development Tools

MCP (Model Context Protocol) Server. Enables parsing and analysis of React component structures, props, and state management patterns for code review, debugging, and understanding complex React codebases

An MCP server that implements Claude Shannon's systematic problem-solving methodology, guiding users through structured stages of system analysis, mathematical modeling, and practical implementation.

A comprehensive MCP server providing a bridge to the GeoServer REST API for managing geospatial data, workspaces, layers, and styles, while enabling spatial queries and map generation.

A comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with auto-snapshots and element references.

A comprehensive Figma MCP server providing full access to the Figma API, including file manipulation, comment management, component libraries, and webhooks.

A Model Context Protocol server for the YApi platform that enables AI assistants to search, view, create, and manage API documentation directly within development tools.

A comprehensive MCP server providing high-level access to Solana blockchain data through extensive RPC methods, supporting both stdio and web service modes.

MCP (Model Context Protocol) Server. Provides a containerized bridge between AI and Cisco network devices through the pyATS automation framework, enabling device configuration, troubleshooting, and monitoring tasks via SSH connections.

Minibridge acts as a secure gateway and bridge for MCP servers, providing features like TLS encryption, tool integrity validation, and policy enforcement through local Rego or remote HTTP policers.

A tool that automatically generates and runs dynamic Model Context Protocol servers for any web application by crawling their UI to infer actions and object hierarchies.

A high-performance C++ implementation of the Model Context Protocol (MCP) providing enterprise-grade security, multi-transport support, and cross-language bindings via a C API.

MCP (Model Context Protocol) Server. Provides intelligent code merging capabilities through the Osmosis-Apply-1.7B model via Ollama, enabling targeted edits to existing code while preserving exact formatting and structure using '// ... existing code ...' markers with optional direct file modification.

A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.

MCP (Model Context Protocol) Server. Integrates with MATLAB to execute code, generate scripts from natural language, and access documentation, enabling complex mathematical operations and data analysis using MATLAB's toolsets.

A comprehensive MCP server for managing n8n workflows, enabling creation, activation, execution monitoring, and webhook triggering directly from AI assistants.

A robust filesystem MCP server optimized for large codebases, featuring ripgrep-powered search, line-targeted editing with verification, and token-efficient partial file reading.

A unified MCP server for the *arr media management suite (Sonarr, Radarr, Lidarr, Readarr, Prowlarr) that enables natural language control over your media library, downloads, and configuration optimization including TRaSH Guides integration.

A read-only MySQL MCP server that enables secure database exploration, schema inspection, and query execution with built-in safeguards against SQL injection and long-running queries.

⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source.

An advanced web extraction and meta-search engine for AI agents. It features native parallel searching, Human-in-the-Loop (HITL) authentication fallback, and LLM-optimized data synthesis for deep web research.

A bidirectional bridge that connects Grasshopper parametric design with Claude, allowing users to create, connect, and manipulate architectural components using natural language commands.

Unified integration layer that bridges multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through zero-configuration auto-discovery and enterprise-ready architecture.

A fully local retrieval-augmented generation (RAG) server that provides semantic search with keyword boosting, privacy-focused embedding, and smart document chunking without external API calls.

MCP (Model Context Protocol) Server. Exposes Clojure REPL functionality over SSE transport, enabling remote code execution and interactive data analysis.

A tool that enables AI assistants to search for academic papers by DOI, title, or keywords and download full-text PDFs from Sci-Hub.

A comprehensive MCP server that integrates with Azure DevOps to manage work items, Git repositories, boards, and CI/CD pipelines through AI assistants.

An MCP server that enables AI agents to send transactional emails, manage email templates, and interact with Mailtrap's testing sandbox environment for secure email development.

A documentation-focused repository for the OpenSearch project website, featuring automated content management workflows, Jekyll-based site building, and security-focused content modification.

Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP

Core PHP implementation for the Model Context Protocol (MCP) Client