144 boosters for "model context protocol" — open source, verified from GitHub, ready to install
WeatherBot is a system prompt that demonstrates how to integrate the National Weather Service API via Model Context Protocol (MCP), enabling AI assistants to provide accurate, real-time US weather information. Developers building weather-integrated applications on Claude, Cursor, Windsurf, or ChatGPT will find this immediately useful as a reference implementation.
An MCP server that integrates Wuolah's student outreach and educational content management capabilities into Claude, enabling automated student engagement and university content operations.
Devlog MCP Server enables AI assistants like Claude to integrate with Devlog for knowledge management and development tracking via the Model Context Protocol. It's useful for developers who want to leverage AI for accessing and managing their development logs.
DeepMemoryMCP provides Claude with persistent long-term memory capabilities via SQLite, enabling AI assistants to retain and retrieve information across sessions. Developers building conversational AI systems, chatbots, and autonomous agents benefit from maintaining context and knowledge over time.
An MCP server that automates open source release readiness by scanning repositories for secrets, license violations, vulnerabilities, and compliance issues—essential for engineering teams preparing code for public release or internal sharing.
An MCP server that enables AI agents to manage SevDesk business operations (invoices, contacts, offers) through Claude, bridging accounting software with conversational AI for SMBs and enterprises using SevDesk.
An MCP server that integrates weather forecasts and AI technology news updates into Claude, enabling developers to build AI applications with real-time weather and tech information access.
Heuristic scoring (no AI key configured).
A starter template MCP server demonstrating basic Model Context Protocol implementation with hello world example methods. Useful for developers learning MCP concepts or bootstrapping new MCP server projects.
This MCP server integrates Jenkins CI/CD pipelines with Claude, enabling AI-assisted automation of build, test, and deployment workflows. It benefits DevOps engineers and developers who want to leverage AI for Jenkins management and troubleshooting.
An MCP server that integrates Hacker News API with Claude, enabling AI assistants to search, retrieve, and analyze stories, comments, and trending content from Hacker News. Developers and AI application builders benefit from seamless access to HN data within Claude-based workflows.
An MCP server that provides developer-focused documentation for building applications on Amp, a blockchain/ETL platform. It integrates with Claude Desktop and Claude Code to help developers quickly access Amp's API and integration guides.
This MCP server integrates Wildlife Insights' camera-trap data and species identification capabilities into Claude, enabling wildlife managers and researchers to query biodiversity data and manage conservation projects through natural language. It's particularly valuable for ranch managers, conservation teams, and wildlife researchers working with camera-trap networks.
A Model Context Protocol server that integrates Streamable HTTP streaming with Claude, enabling developers to build streaming-capable AI applications on Google Cloud. Useful for developers building MCP servers that need HTTP streaming and structured logging.
n8n-mcp bridges n8n workflow automation with Claude's Model Context Protocol, enabling AI models to trigger and interact with n8n workflows seamlessly. This benefits developers and automation engineers who want to integrate AI-driven decision-making with their existing n8n automation infrastructure.
A proof-of-concept MCP server providing basic calculator, date/time, and greeting tools for Claude Desktop integration. Useful for developers learning MCP protocol implementation and testing tool integration patterns.
An MCP server that enables Claude to interact with Microsoft 365 services (email, calendar, documents, etc.) via the Graph API. Useful for developers building AI assistants that need M365 integration and enterprises automating Office workflows.
An expert agent for building production-ready MCP servers and clients in Go, helping developers leverage the Model Context Protocol SDK with deep architectural knowledge and best practices.
An MCP server that integrates course curriculum management, project components, and coding standards into Claude Code, enabling educators and developers to maintain structured educational content and project knowledge bases. Ideal for course creators, coding instructors, and development teams building AI-assisted learning platforms.
