181 boosters for "tools" — open source, verified from GitHub, ready to install
Mcp Tool Factory generates MCP servers from natural language, OpenAPI specs, databases, GraphQL, and ontologies, supporting 10+ LLM providers. Developers building AI agents and tool ecosystems benefit from automated server generation without manual boilerplate.
FaceSwap Copilot Instructions provides a structured guide for developing a React/TypeScript face-swapping web application with real-time ML capabilities. It benefits developers building entertainment, creative, or research-focused face manipulation tools.
An MCP server that integrates coding usage monitoring with AI tools like Claude, enabling developers to track and analyze their coding activity within their AI workflows.
This MCP server enables developers to query and manipulate local databases using natural language instead of writing SQL, bridging the gap between conversational AI and database operations. It's useful for developers who want to integrate natural language database interactions into Claude-powered applications.
"id": "ai.bringyour/portable", "name": "BringYour", "description": "Move your AI agent harness between 13 tools, or bootstrap one from GitHub. $49 lifetime."
A comprehensive Cursor-specific prompt ruleset that enforces expert full-stack development standards for TypeScript, React, and Next.js projects. Ideal for developers using Cursor as their primary IDE who want consistent, production-ready code output.
"id": "ai.adweave/meta-ads-mcp", "name": "AdWeave — Meta Ads MCP Server", "description": "Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights."
"id": "ai.byteray/byteray-mcp", "name": "ByteRay AI", "description": "AI-augmented binary vulnerability analysis with 38 MCP tools for taint tracing and zero-day hunting"
"id": "ai.nothumansearch/search", "name": "Not Human Search", "description": "Search the agentic web. 1,900+ sites, 11 tools incl. checkurl + verifymcp for probe-before-use."
HAPI MCP Server dynamically converts OpenAPI REST APIs into MCP tools, enabling AI assistants to seamlessly integrate and interact with any API-based service. Developers and AI application builders benefit from automated tool exposure without manual integration code.
OpenMandate is an MCP server implementing an open protocol for bilateral matching between systems. It enables developers to integrate peer-to-peer matching capabilities into Claude-based applications.
Heuristic scoring (no AI key configured).
Converts deepagents' single `task` tool into individual `AgentTool` instances for cleaner sub-agent delegation in adk-deepagents. Developers building hierarchical multi-agent systems benefit from this more modular approach to agent composition.
Atlas is positioned as a technical research agent but actually contains project-specific SEO strategy for DirectoryBolt, a business directory SaaS. It lacks reusability and doesn't align with its declared purpose.
This MCP server integrates OR-Tools optimization capabilities into Claude, enabling developers to solve linear programming and optimization problems directly through Claude Code and Claude Desktop. It benefits developers, data scientists, and operations researchers who need to build optimization features into AI-powered applications.
UV Skill enables fast Python package management, project initialization, and tool installation within Claude Code. Developers working with Python projects benefit from streamlined dependency and version management.
"id": "ai.lucasandersen/mlp-tax", "name": "MLP Tax Computation Engine", "description": "Deterministic MLP tax engine with IRS citations. 6 tools: basis, §751, estate, projections.",
This MCP server integrates the Open Meteo weather API with Claude, providing 17 tools for weather forecasting, geocoding, air quality, and marine data analysis. Developers building AI applications that need reliable weather data will find this particularly useful.
A comprehensive guide for integrating tools with Claude agents, covering tool registration, custom development, composition patterns, and optimization. Developers building agent-based applications benefit from clear patterns for extending agent capabilities.
This MCP server enables AI-driven WordPress content creation with advanced features like automated SEO optimization, image hosting, and one-click publishing. It's useful for content creators, bloggers, and WordPress developers who want to streamline their publishing workflow with AI assistance.
This MCP Server enables Claude to interact with Azure DevOps projects using simple PAT authentication, providing access to all 82 official Microsoft tools for managing pipelines, work items, repositories, and more. Developers and DevOps teams benefit by automating Azure DevOps workflows directly within Claude.
A comprehensive MCP server providing 67+ temporal intelligence tools including timezone conversions, 247+ country holidays, business time calculations, and astronomical events for AI assistants. Developers building applications requiring robust date/time handling, scheduling systems, or multi-timezone support will find significant value.
"id": "ai.contextstudios/mcp", "description": "AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estimates", "name": "contextstudios-mcp"
