183 boosters for "LLM" — AI-graded, open source, ready to install
A Claude Code skill that executes simple tasks directly without agent planning overhead, ideal for quick bug fixes and single-file changes. Developers benefit from faster execution for straightforward coding work.
RagCode MCP is a semantic code navigation tool that integrates RAG-powered code search into Windsurf and other IDEs, enabling developers to intelligently query and understand multi-language codebases using local LLMs. It's ideal for developers working with Laravel, Go, Python, and PHP who need fast, context-aware code exploration without leaving their IDE.
Teaches the functional options pattern for designing flexible Go APIs with optional configuration, helping developers build clean, extensible constructors that scale as requirements grow.
Heuristic scoring (no AI key configured).
ADHARA is an LLM system prompt that enables early detection of learning friction by analyzing behavioral metrics like mouse hesitation, attention, and task performance against age-appropriate baselines. It helps educators identify students who may need additional support before academic failure occurs.
BioMCP is an MCP server enabling agent-based biomedical research and development through Claude integration. It benefits biomedical researchers and developers automating computational biology workflows.
A FastAPI-based MCP server that connects Copilot to lead generation APIs while enforcing clean architecture and SOLID principles for maintainable prospect prospecting workflows. Ideal for developers building AI-assisted B2B sales tools.
Spotdb is an ephemeral data sandbox for AI workflows that provides secure, isolated database environments for agentic AI systems. It's useful for developers building AI agents and LLM applications that need safe data isolation and guardrails.
Transforms rough prompts into production-ready LLM prompts using advanced techniques like Chain-of-Thought and RAG optimization. Ideal for developers, AI engineers, and teams building LLM applications who need to craft effective prompts across Claude, GPT, Llama, and other models.
An AI-First DevOps toolkit for Cursor that establishes structured workflows, memory management, and mode-based task execution to enable intelligent automation across the development lifecycle. DevOps engineers and AI-assisted developers benefit from systematic prompt-based automation and decision tracking.
An MCP Server that enables Claude to interact with IPFS and the Storacha decentralized storage network, allowing developers to integrate distributed file storage capabilities into AI workflows.
rsmap enables AI assistants to efficiently search and understand Rust codebases through multi-layered LLM-friendly indexes, eliminating the need to scan source files directly. Developers working with large Rust projects benefit from faster code exploration and architectural understanding.
A team knowledgebase framework for Windsurf that establishes standardized directory structures and rules for organizing projects, people, and questions. Teams benefit from consistent knowledge management and LLM-friendly project context.
An educational project for learning OpenAI API integration through agent development. Useful for students and developers learning to build AI agents, though the actual functionality appears incomplete.
This MCP server enables Claude and other LLMs to authenticate with AWS via SSO and securely execute AWS CLI commands using temporary credentials. It's valuable for developers and DevOps teams who want AI-assisted AWS resource management without embedding long-lived credentials.
An MCP server agent for fetching real-time stock quotes across international markets by ticker symbol. Useful for developers building financial data integrations and educational projects exploring OpenAI API capabilities.
LmDotnetTools provides C# coding style rules and conventions for Windsurf, covering namespace declarations, naming conventions, formatting, and code organization to maintain consistency across .NET projects.
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.
This MCP server integrates the official Notion SDK into Claude and Cursor, enabling AI assistants to read, write, and manage Notion databases and pages directly. Developers and knowledge workers benefit by automating Notion workflows and enabling AI-powered data management.
A TypeScript SDK and MCP server for integrating with the 1EdTech OneRoster API, enabling developers to programmatically manage educational data like students, courses, and enrollments. Useful for EdTech platforms, SIS integrations, and educational software vendors.
A comprehensive set of development guidelines and reusable agents for building AI-powered Python applications in Windsurf using Mirascope, covering patterns for LLM integration, component structure, and best practices. Developers building intelligent agents and tools in Python will benefit from these standardized patterns and pre-built components.
A system prompt that enables LLM integration into Godot games by acting as a game master, handling JSON-formatted interactions and NPC dialogue. Game developers using Godot can leverage this to add AI-driven narrative and dialogue systems to their projects.
BlockRun MCP Server enables Claude users to access 30+ AI models through x402 micropayments without requiring API keys. This benefits developers who want flexible model access and cost-efficient AI inference across multiple providers.
