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mcpmodel-context-protocol

Curriculum Mcp MCP Server

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.

by bodangren

CCCD

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Loops Mcp Server MCP Server

This MCP server integrates Loops.so email platform capabilities into Claude, enabling developers to programmatically manage contacts, send events, and transactional emails directly from their AI applications. It's ideal for teams building AI-powered workflows that need email automation without leaving their Claude environment.

by robertalv

mcploops

CDCC

change-risk

Analyzes code changes for production risk by detecting API breaking changes, missing resilience patterns, and dependency issues, then recommends specific tests. Essential for teams deploying to production who need to catch risks before they reach users.

by srirajk

api

ai-doc-first-dev-template — System Prompt

A system prompt that enforces documentation-first development practices for AI-assisted coding across multiple platforms (Claude, Cursor, Windsurf, ChatGPT). Teams and individual developers benefit by ensuring code changes are paired with updated documentation and decision records.

emergencev8 — System Prompt

A multi-LLM system prompt for coordinating development across Claude, ChatGPT, Cursor, and Windsurf with architecture guidelines and agent synchronization protocols. Primarily benefits teams using multiple AI assistants in coordinated workflows.

agent-selector

An intelligent agent selection system that evaluates and ranks AI agents for different SDLC phases, enabling teams to automatically match optimal agents to tasks with confidence scoring and human oversight. Ideal for organizations managing multi-phase software development pipelines with diverse agent capabilities.

cv_app — Cursor Rules

A Cursor IDE ruleset for Flutter/Dart development that enforces best practices for Bloc, Freezed, Firebase, and functional programming patterns. Ideal for Flutter teams standardizing code quality and architecture across projects.

by Xamppy

cursorrules

ruby-template — Copilot Instructions

A GitHub Copilot prompt template that guides AI assistance for Ruby development by establishing conventions for environment setup, testing, and project structure. Ideal for Ruby developers and teams looking to standardize AI-assisted coding practices.

TinyFish AI Web Agent

TinyFish AI Web Agent enables developers to automate website navigation and interaction using AI agents, from single-page tasks to large-scale workflows. It's ideal for teams needing intelligent web automation without manual scripting.

CDCCCu

hive

HIVE is a coordination agent for multi-capability AI ecosystems that observes patterns and suggests evolution rather than commanding. It's designed for teams managing complex AI agent environments who need intelligent orchestration without hierarchy.

by staffanbergvall

RectiFlex Centerassist Mcp

RectiFlex Centerassist MCP streamlines field service and construction operations by managing companies and related resources through CenterPoint Connect integration. It benefits field service managers, construction supervisors, and operations teams seeking to automate workflow management.

CDCCCu

Wildlife Insights Mcp MCP Server

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.

moltnet

Moltnet is a GitHub-like platform enabling AI agents to collaborate on code, manage workspaces, open PRs, and claim bounties. It's designed for teams building with AI agents who need version control and task management workflows.

by rohansx

ai-agentsclawdbot

sage

SAGE is a .NET platform R&D expert agent that guides developers through platform development workflows, troubleshooting, and architectural decisions. It's essential for teams building the .NET platform itself who need expert guidance on component relationships and best practices.

by Advanced-Labs

agent

smith

Smith is a feedback validation agent that uses parallel research sub-agents to rigorously critique code feedback and plans, ideal for teams needing systematic validation of technical reviews.

by git-tao

agent

BigVik193 Reddit Ads Mcp Api

This MCP server enables end-to-end Reddit advertising management, allowing developers and marketing teams to programmatically control accounts, funding, campaigns, and ad groups. It's ideal for agencies, marketers, and developers building Reddit ad automation tools.

by BigVik193

CDCCCu

My-RUST-copilot-promts — Copilot Instructions

A comprehensive Copilot instruction template that establishes coding standards, testing requirements, and project context for Rust development teams. Developers working in Rust repositories benefit from consistent AI-assisted guidance on architecture, code style, and workflow expectations.

ceo

A project-specific CEO agent for eSIM Go that enforces fast-shipping, simple-solution philosophy with daily delivery cadence. Teams building products with speed-first culture will find this useful for decision-making alignment.

by asafgershon

gabriel-teleop-platform — Copilot Instructions

A Copilot prompt that enforces strict coding standards (copyright headers, formatting, naming conventions) across C/C++ and multiple languages for teams building the gabriel teleoperation platform. Developers maintaining multi-language codebases with consistent quality requirements benefit most.

prism — Copilot Instructions

PRISM is a prompt IDE that helps engineers design, test, and iterate on LLM prompts and agents through visual templates and dataset-driven feedback. It benefits prompt engineers, product teams, and developers building AI-powered applications who need structured prompt management and testing workflows.

Agent Definition File Specification v3.0

A structured YAML/JSON specification framework for defining AI agents with consistent governance, role definitions, and capabilities across Claude platforms. Ideal for teams building multi-agent systems who need standardized, reusable agent definitions.

by klappe-pm

CCCD

aioia-core — Copilot Instructions

Core development guidelines for AIoIA projects covering code quality, security, testing, and release practices for Python and TypeScript codebases. Ideal for teams building multi-language infrastructure who need unified standards and automated workflows.

fronty

Fronty is a Next.js 15 specialist agent that helps developers build performant applications using App Router, Server Components, and modern React patterns. It's ideal for teams migrating to or building with the latest Next.js architecture.

by willem4130

reactnext.js