862 boosters for "server" — open source, verified from GitHub, ready to install
A system prompt for autonomous AI agents operating within local development environments using MCP servers, designed for developers building sovereign, locally-controlled AI systems with governance protocols.
Heuristic scoring (no AI key configured).
This MCP server integrates Google Jules to automate code reviews, repository management, and development tasks within Claude. It's useful for developers who want AI-assisted workflow automation directly in their coding environment.
HiveMind-Actions is a GitHub Actions prompt that enables multi-agent AI code reviews by analyzing diffs against project rules and outputting structured JSON feedback. It benefits developers who want automated, rule-based code quality checks integrated directly into their CI/CD workflows.
An MCP server that integrates DBT Semantic Layer API capabilities into Claude, enabling developers to query semantic models and metrics directly from their AI assistant. This tool is valuable for analytics engineers and data teams using DBT who want to leverage AI for semantic layer exploration and insights.
HiveMind-Actions is a serverless swarm AI system for GitHub that automates issue analysis and creates execution plans by coordinating multiple AI agents. It benefits development teams seeking to reduce infrastructure overhead while automating code review, issue triage, and implementation planning.
Forage is a self-improving tool discovery system that enables AI agents to automatically find, install, and learn to use new tools without manual configuration. It benefits developers building extensible AI applications and agents that need dynamic capability expansion.
"name": "@dpantani/tdmcp", "mcpName": "io.github.Pantani/tdmcp", "description": "tdmcp — the TouchDesigner MCP server. Build real TouchDesigner visual systems from plain language with Claude, Cursor, or Codex (Model Context Protocol).",
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.
Parallel Task MCP is an MCP server designed to enable deep research and parallel task execution within Claude-based environments. It benefits developers and researchers who need to coordinate multiple concurrent tasks or investigations.
An MCP server that integrates Google Programmable Search Engine (PSE) with Claude, enabling AI to perform web searches within custom search engines. Developers and researchers benefit from seamless search integration in AI applications.
An MCP server that integrates Obsidian with Claude, enabling AI access to your note vault for enhanced context and productivity. Useful for knowledge workers and developers who want to leverage their Obsidian notes within Claude conversations.
"name": "coderXcode-mcp-forge", "name": "coderXcode" "name": "mcp-forge",
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.
Driflyte MCP Server is a web-crawler integration for Claude that enables AI models to fetch and process web content through the Model Context Protocol. It's useful for developers building RAG systems, AI agents, and LLM applications that need real-time web data access.
An agent that provides server actions, API routes, and validation patterns for Next.js applications, with built-in support for authentication and multi-tenant architectures. Ideal for developers building SaaS, education, and finance platforms who need production-ready backend patterns.
Sync-executor automates backend service synchronization and rebuilding after code changes, ensuring UI tests work with current backend state. Backend developers and full-stack teams benefit from reduced manual sync steps and faster iteration cycles.
"id": "ai.haymon/database", "description": "Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite", "url": "https://github.com/haymon-ai/database",
A starter template for building MCP servers with YouTube Music integration, designed to help developers quickly scaffold Model Context Protocol implementations for Claude Desktop and Claude Code.
"name": "codealive", "description": "CodeAlive context engine for semantic code search and AI-powered codebase Q&A. Enables AI coding agents to understand entire codebases beyond just open files — search across all indexed repositories, trace cross-service dependencies, discover usage patterns, and
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.
This MCP server enables seamless integration between Claude and Storyblok CMS, allowing developers to programmatically manage content, components, and stories directly within Claude applications. It benefits content teams, developers, and agencies using Storyblok who want to automate content workflows and enhance their AI-powered applications.
