160 boosters for "model-context-protocol" — AI-graded, open source, ready to install
A refactoring task booster that helps developers improve code quality by optimizing structure, naming, performance, and maintainability with before/after comparisons. Ideal for developers seeking to enhance existing codebases and establish better coding practices.
Allyson MCP Server is an AI-powered SVG animation generator that integrates with Claude to transform static SVG files into animated components using Framer Motion, enabling developers to quickly add motion graphics to their projects without manual animation coding.
Xc MCP is an MCP server that integrates Xcode command-line tools into Claude, enabling iOS/macOS developers to automate builds, testing, and development workflows directly through AI-assisted interactions. It's ideal for developers working on Apple platforms who want to leverage AI for build automation and CLI tool orchestration.
MCP server that transforms linear AI reasoning into structured, auditable thought graphs
This MCP server integrates the Internet Game Database (IGDB) into Claude, enabling developers and gamers to search for games, access detailed information, and discover titles directly within their AI workflow. It's useful for game researchers, content creators, and developers building game-related applications.
An MCP server that integrates Gluestack UI components into AI assistants, enabling them to access component source code, demos, and metadata for better UI development assistance. Ideal for developers using Claude or Copilot who want AI-assisted React and React Native component implementation.
A comprehensive MCP server for Instapaper integration
Auralis Commander is a lightweight MCP server that extends Claude Desktop with Windows system access—enabling shell execution, file operations, process management, and system queries. It's ideal for developers and power users who want Claude to interact directly with their Windows environment.
Octodet Elasticsearch Model Context Protocol server with advanced operations
MCP server for automated unit test generation for Angular, React, and Next.js projects
MCP Analytics provides searchable analytics tools and interactive HTML reports integrated with Claude via the Model Context Protocol, enabling developers to embed data analysis and visualization capabilities into AI-powered applications.
An MCP server enabling AI agents to communicate, delegate tasks, and maintain diagnostic visibility throughout execution lifecycles. Developers building multi-agent systems and orchestration platforms benefit from streamlined agent coordination.
Marktaskdown is a lightweight CLI tool that enables task management directly from Markdown files, allowing developers and productivity-focused users to organize todos and projects using their preferred text editor.
A Multi-cloud pricing comparison MCP server that enables Claude to compare costs across AWS, Azure, GCP, and OCI platforms. Cloud architects, FinOps teams, and DevOps engineers use this to optimize cloud spending decisions.
Heuristic scoring (no AI key configured).
An MCP server that integrates Obsidian knowledge vaults with Claude, enabling AI-powered graph analysis, semantic search, and knowledge management across notes. Ideal for researchers, knowledge workers, and developers who want to leverage AI on their personal knowledge bases.
A complete Coda API client with MCP integration that enables Claude to interact with Coda documents and workspaces, automatically handling large content through chunking. It's valuable for developers and teams using Coda who want to automate workflows and integrate AI capabilities.
A Model Context Protocol server that brings comprehensive Zig language intelligence to Claude, including diagnostics, code completion, and go-to-definition via ZLS. Ideal for Zig developers using Claude Code who need IDE-like features for the Zig language.
Forage is a self-improving tool discovery system that enables AI agents to automatically find, install, and learn to use new tools without manual configuration. It benefits developers building extensible AI applications and agents that need dynamic capability expansion.
An MCP server that extends Claude's CLI capabilities with Model Context Protocol support, enabling developers to integrate Claude into their workflows via command-line tools. Useful for developers building CLI applications that need AI assistance or integration with Claude's API.
An MCP server that enables Claude to create, manage, and roll on random tables for tabletop RPGs, supporting nested tables, weighted entries, and range-based results. Essential for game masters and RPG enthusiasts who want AI-assisted content generation.
This MCP server automates worklog generation by extracting and enhancing git commit data with AI, then syncing it to Povio dashboards. It's ideal for developers and teams using Claude/Cursor who need to streamline time-tracking and work documentation from their version control history.
Enhanced MCP server for libvips image processing library with 300+ operations and advanced capabilities
This MCP server enables Claude to automate browser tasks using Puppeteer, allowing developers and AI applications to interact with web content programmatically. It's ideal for web scraping, testing, form automation, and any workflow requiring headless browser control.
