367 boosters for "llm" — open source, verified from GitHub, ready to install
A TypeScript MCP server booster for integrating the ReviewWebsite API with Windsurf, providing CLI tools, validation schemas, and structured patterns for AI-assisted development. Ideal for developers building AI-powered review applications or extending Windsurf with ReviewWebsite capabilities.
Dossier is an MCP server that enables LLMs to discover, verify, and execute dossiers—standardized automation workflows. It's useful for developers and AI teams who want to automate complex, multi-step tasks through Claude and other AI platforms.
PocketFlow-PHP is a set of Cursor rules that guide AI agents to build modular, agentic PHP applications using a minimalist LLM framework with strict architectural constraints. Developers using Cursor for PHP projects with AI assistance benefit from clear architectural guardrails.
"name": "proof-engine-marketplace", "name": "Yaniv Golan", "email": "yaniv@golan.name"
A migration guide for transitioning from deprecated hardcoded agents to a dynamic ConfigurableAgent system in a Rust-based agentic chatbot server. Developers maintaining or upgrading agent-based systems benefit from clear configuration patterns and best practices for multi-provider LLM setups.
This MCP Server dynamically converts OpenAPI specifications into Claude-compatible tools, enabling AI models to interact with any REST API without manual tool configuration. Developers and API providers benefit by instantly exposing their APIs to Claude with minimal setup.
ArmBench-LLM is a system prompt for benchmarking large language models using Armenian character-to-numeric matching tasks. It's designed for developers evaluating LLM performance across multiple coding platforms.
A physics-focused MCP server that orchestrates computational tools (CAS, plotting, natural language inference) to help physicists and students solve complex equations, visualize results, and understand physics concepts. Ideal for educators, researchers, and learners working with quantum mechanics and classical physics problems.
"name": "agent-pragma", "owner": { "name": "Peter Wilson" }, "description": "Pragma directives for AI coding agents — deterministic linting, semantic LLM validators, and multi-LLM advisory council for Go, Python, and TypeScript"
A Korean-language code review guide for the Trade Safety project, providing development standards for a K-pop merchandise trading safety analysis tool. Developers building scam-detection features for international fan communities would benefit from its architectural and code quality guidelines.
ArmBench-LLM is a system prompt framework for evaluating large language models on Armenian language tasks through structured multiple-choice questions. It's designed for developers and AI researchers who need standardized benchmarking tools across popular coding assistants and chat platforms.
An MCP server enabling AI assistants to manage Netskope's Zero Trust Network Access Platform directly through natural language, benefiting security teams and network administrators seeking to automate access control workflows.
"name": "dialectic-marketplace", "name": "Urav Maniar", "email": "urav06@gmail.com"
"name": "brainlayer", "name": "Etan Heyman", "url": "https://github.com/EtanHey"
"name": "@orcarouter/mcp", "mcpName": "io.github.Continuum-AI-Corp/orcarouter-mcp", "description": "Official Model Context Protocol server for OrcaRouter — an OpenAI-compatible LLM API gateway.",
This MCP Server converts Figma designs into pseudo-code structures that LLMs can easily understand, enabling seamless design-to-code workflows for developers and designers building prototypes and applications.
Automates synchronization of custom Ollama models across distributed Vera AI clusters using YAML configuration and templating. Benefits DevOps engineers and teams managing multi-instance LLM deployments who need centralized model management.
A debate judge agent that objectively evaluates arguments using zero-sum scoring across Toulmin structure, evidence strength, and logical rigor. Ideal for researchers, educators, and developers building computational debate systems.
A skill that enables Claude Code to query other LLMs (ChatGPT, Gemini, DeepSeek, Grok) through MCP servers by routing requests based on the first word of a query. Useful for developers who need multi-LLM comparison or fallback capabilities within Claude Code environments.
"name": "pupu-skills", "description": "Claude Code 技能记忆插件 — Markdown 技能库 + LLM 路由 + 效用评分，让 Claude 拥有持久化技能记忆", "name": "pupu-skills"
A WhatsApp CLI skill that enables querying chats, searching messages, sending/forwarding content, and managing groups directly from Claude Code. Useful for developers automating WhatsApp interactions or building WhatsApp-integrated applications.
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.
An MCP server that integrates Codex CLI with Claude Code and Claude Desktop, enabling developers to leverage Codex capabilities within Claude's ecosystem for enhanced code generation and AI-assisted development.
An MCP Server that enables Claude to execute SQL queries and interact with databases (PostgreSQL via Sequelize). Developers building AI applications that need database access will find this useful for data retrieval and manipulation tasks.
