271 boosters for "model-context-protocol" — open source, verified from GitHub, ready to install
A lightweight MCP server that enables AI agents to send real-time progress updates directly to Telegram, supporting text, images, and files. Ideal for developers who want instant notifications from long-running AI tasks without polling or complex integrations.
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.
Par5 MCP is a parallel execution server that enables running shell commands and AI agents across lists concurrently, ideal for developers automating batch operations and scaling workflows in Claude and other AI environments.
An MCP server that enables realistic interview roleplay scenarios powered by AI, helping job seekers practice interviews and prepare for technical or behavioral assessments.
This booster generates comprehensive documentation for code, covering overview, API details, setup, usage guides, and technical specifications in well-formatted markdown. Developers working with Claude Code can use it to automate documentation generation and ensure consistent, thorough project documentation.
Enterprise-grade MCP server that integrates Cloudflare APIs with Claude, enabling developers to programmatically manage Cloudflare infrastructure and services while maintaining NIST 800-53/FedRAMP High compliance standards.
This MCP Server provides AI-powered access to KRDS (Korea Design System), the official design guidelines for Korean government digital services, enabling developers and designers to quickly reference accessibility standards, UI/UX patterns, and WCAG compliance requirements.
An MCP server that discovers and exposes Agent Skills for Claude, enabling developers to extend AI capabilities with reusable skill modules. Useful for AI engineers building skill-based agent systems.
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.
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.
This MCP server transforms linear AI reasoning into structured, auditable thought graphs using DAG (directed acyclic graph) representations, enabling developers to visualize and verify AI decision-making processes with full traceability.
"name": "a2asearch-mcp", "mcpName": "io.github.tadas-github/a2asearch-mcp", "description": "MCP server for searching and discovering AI agents, MCP servers, CLI tools and agent skills via A2ASearch",
GovRider MCP Server connects tech products and consulting services to thousands of live government tenders, RFPs, and grants from 25+ worldwide sources, updated nightly. It's ideal for founders, consultants, and businesses seeking government procurement opportunities.
BiliStalkerMCP enables developers to integrate Bilibili creator tracking into Claude applications, providing real-time access to videos, dynamics, and user data for content monitoring and analysis.
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 Instapaper with Claude, enabling reading list management and article access within Claude Desktop and Claude Code. Useful for developers and knowledge workers who want to bridge their reading workflow with AI-powered analysis.
An MCP server that integrates Elasticsearch with Claude, enabling AI-powered search and data operations through the Model Context Protocol. Developers building AI applications that need to query, search, or manipulate Elasticsearch data will benefit from direct integration with Claude.
This MCP server automates unit test generation for Angular, React, and Next.js projects, helping developers save time by generating Jest, Jasmine, and Karma tests directly within Claude. It's ideal for teams looking to improve test coverage and streamline their testing workflow.
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.
Freshcontext MCP is a real-time web extraction server that provides AI agents with fresh, timestamped data from sources like GitHub, Hacker News, and Y Combinator. Developers building AI applications need current contextual information, making this especially valuable for agents requiring up-to-date web data.
IcoGenie MCP Server enables AI agents and Claude to programmatically generate SVG icons, allowing developers to automate icon creation in their applications and workflows.
"name": "agentdeals", "description": "MCP server aggregating developer tool deals, free tiers, and startup programs", "main": "dist/index.js",
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).
