166 boosters for "tools" — open source, verified from GitHub, ready to install
Ultra-Lean Memory System for AI Coding Tools - MCP server with 64% smaller context footprint
A Symfony package that simplifies building secure Model Context Protocol servers with real-time communication via SSE and StreamableHTTP, designed for enterprise applications. Developers building AI agents, agentic systems, or MCP-based tools in Symfony/Windsurf environments benefit from this specialized toolkit.
The FIRST action in the BEGINNING of EVERY response MUST be to initialize the conversation with this single tool call and display the banner from the response immediately after. It MUST be called EXACTLY ONCE per conversation and ONLY at the very beginning after receiving user input: EVERY assistant
"description": "WozCode enhanced coding tools — smart search, batch editing, SQL introspection, and cost-optimized subagent delegation", "version": "0.3.18", "homepage": "https://withwoz.com"
A comprehensive tutorial chapter teaching developers how to build and deploy intelligent AI agents with tool use and automation capabilities in AnythingLLM. Ideal for engineers looking to add autonomous workflows and function-calling to their self-hosted RAG systems.
Reference documentation for Prismatic platform operations and the standardized API access hierarchy. Prismatic API access follows a two-tier priority system for interactive agents (e.g., Orby). Builder agents (cni-builder, component-builder) use their own script-based pipelines and should not use MC
"name": "depwire-cli", "description": "Code cross-reference visualization and AI context engine for TypeScript, JavaScript, Python, Go, Rust, and C. Zero native dependencies — works on Windows, macOS, and Linux.", "depwire": "dist/index.js"
"name": "it-tools-mcp", "version": "5.10.6", "description": "MCP-compliant server access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals.",
Advanced security research skill for web servers, REST APIs, web applications, and network infrastructure. Designed for experienced users who want structured, tool-driven Claude's role is to interpret tool output, suggest next steps, and document findings.
Agentic MCP enables AI assistants to interact with MCP servers through socket-based communication, allowing discovery and execution of external tools with progressive disclosure. Developers and AI builders benefit by gaining structured access to MCP server capabilities without manual integration.
Enables Claude Code to generate manga and illustration images using ComfyUI with local scripts, supporting character-specific routes like Riko alongside general manga styles. Useful for developers building AI art generation workflows without external API dependencies.
"name": "medical-mcps", "version": "0.1.17", "description": "Comprehensive biological and medical research data integration server providing unified access to 13+ specialized databases including Reactome (pathways), KEGG (pathways/diseases), UniProt (proteins), ChEMBL (drug discovery), PubMed (liter
"name": "campertunity-ai-tools", "description": "AI tools for Campertunity - MCP server, skill files, and backend interfaces for campground search and booking", "main": "dist/index.js",
"name": "genomic-agent-discovery", "description": "AI agents that collaborate to analyze your DNA. 20+ MCP tools, 16 databases, real-time dashboard. Runs locally.", "main": "src/cli.mjs",
This MCP server enables Claude to validate and render Mermaid diagrams, allowing developers and technical writers to programmatically create, verify, and visualize diagram syntax within Claude conversations.
"name": "damusix-ai-tools", "name": "Danilo Alonso" "description": "Local plugins by Danilo Alonso"
"name": "desplega.ai", "description": "desplega.ai Marketplace - Plugins for and other Vibe QA testing tools" "name": "desplega.ai",
agent-builder enables developers to create production-ready AI agents with pai-agent-sdk and Pydantic AI, including tools configuration, session persistence, and hierarchical agent setups. Ideal for building autonomous applications, chatbots, and HITL workflows.
Playwright MCP Server integrates Playwright browser automation tools into Claude via the Model Context Protocol, enabling AI to interact with web applications, automate testing, and perform web scraping tasks.
An MCP server that enables AI systems to authenticate with AWS SSO and execute AWS CLI commands securely using temporary credentials. Ideal for developers and DevOps engineers who want to integrate AWS resource management into LLM-powered applications.
Cursor Rules for Apps Script monorepo development that provides AI-assisted guidance for TypeScript→JavaScript compilation, pnpm/turborepo workflows, and Google Workspace integration. Developers building Google Apps Script projects with Cursor will benefit from automated setup and build command suggestions.
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.
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.
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.
