1,359 boosters for "ai" — open source, verified from GitHub, ready to install
This MCP server dynamically exposes Swagger/OpenAPI endpoints as callable tools for Claude and other LLMs, enabling AI agents to seamlessly integrate with REST APIs without manual tool definition. Developers building LLM applications that need to interact with documented APIs benefit most from this adapter.
"name": "short-video-director", "description": "将故事创意转化为AI视频分镜提示词和资产图像提示词的多Agent协作系统", "skills": "./skills/"
A multi-agent CrewAI system for Facebook advertising campaign management that enforces comprehensive code standards, testing requirements, and documentation practices. Teams managing ad campaigns at scale benefit from structured agent-based optimization and consistent code organization.
Lár Windsurf Rules is a cursor ruleset that guides developers in building graph-based AI agents using the Lár framework with strict typing, explicit node linking, and auditable patterns. It benefits developers building complex, self-correcting agentic systems who need clear structural guidelines.
This booster integrates Perplexity's Sonar Pro web search capability into Claude and other AI assistants, enabling them to perform real-time internet searches. Developers building AI applications that need current web information will find this particularly valuable.
Automates creating and merging pull requests with validation checks, allowing developers to ship code changes without leaving their IDE. Essential for teams using GitHub and automated CI/CD workflows.
Driflyte MCP Server is a web-crawler integration for Claude that enables AI models to fetch and process web content through the Model Context Protocol. It's useful for developers building RAG systems, AI agents, and LLM applications that need real-time web data access.
ReviewWeb.site is an AI-powered website scanner that analyzes web content to provide actionable feedback on SEO, security, mobile-friendliness, and overall quality. It benefits web developers, digital marketers, and website owners who want to improve their online presence.
Markdown Agents is a framework for defining AI agents using simple markdown files with YAML frontmatter, enabling version-controlled, portable agent configuration across Claude Code and Desktop. Developers benefit from reduced cognitive load, git-native memory tracking, and predictive AI collaboration without session amnesia.
Automates pushing branches and waiting for CI workflows to complete, providing developers with immediate feedback on build status without manual polling. Ideal for Claude Code users who want seamless CI integration in their development workflow.
A comprehensive developer tools hub that guides developers through debugging, code review, refactoring, git operations, and quality checks using Socratic questioning and specialized agents. Ideal for developers seeking structured, educational support across the entire development workflow.
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This MCP server enables autonomous AI agents to reason more effectively through a dual-cycle metacognitive framework that combines fast intuitive reasoning with slower deliberative verification. It's designed for developers building sophisticated autonomous agents that need robust self-monitoring, loop detection, and belief revision capabilities.
"name": "agent-recorder", "description": "Local-first flight recorder for Claude Code - captures MCP tool calls, subagents, and skills without recording prompts or chain-of-thought", "name": "Edyta Kucharska"
Local Voice MCP enables Claude Desktop and Claude Code to generate speech using local text-to-speech models, allowing developers to add voice capabilities without external API dependencies. This benefits developers building voice-enabled AI applications who need privacy-preserving, self-hosted speech synthesis.
"id": "ai.haymon/database", "description": "Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite", "url": "https://github.com/haymon-ai/database",
An MCP server enabling Claude to integrate with KoboldAI for local text generation and Stable Diffusion capabilities. Useful for developers wanting to connect Claude with self-hosted AI models.
An MCP server that enables AI image generation across multiple platforms (OpenAI DALL-E, Google Gemini, Flux via Replicate) for Claude Desktop and Claude Code users. Developers building AI applications benefit from unified access to diverse image generation models through a single, standardized interface.
Heuristic scoring (no AI key configured).
This booster removes code duplication in Claude Code by delegating to a code-deduplicator subagent. Developers benefit by automatically cleaning up redundant code patterns they've just introduced.
"name": "codealive", "description": "CodeAlive context engine for semantic code search and AI-powered codebase Q&A. Enables AI coding agents to understand entire codebases beyond just open files — search across all indexed repositories, trace cross-service dependencies, discover usage patterns, and
"name": "my-skills", "description": "Claude Code skills for containerization, MCP development, Kubernetes deployment, frontend design, and productivity workflows", "name": "M Rehan ul Haq"
"name": "agentmind", "description": "Agent Self-Learning Memory System — Make AI Agents understand you better over time", "homepage": "https://github.com/Youhai020616/Agentmind",
"description": "Codebase Intelligence Beyond Context Limits", "command": "argus-mcp" "directory": "./hooks"
