Developer Tools

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

An open-source AI agent that brings the power of Gemini directly into your terminal.

Public repository for Agent Skills

Create skills that extend Claude's capabilities.

Create MCP servers to integrate external APIs with Claude.

MCP server that exercises all the features of the MCP protocol

**[Architecture](docs/architecture.md) | [Project Structure](docs/structure.md)

Dynamic and reflective problem-solving through structured thought sequences.

Time and timezone conversion capabilities for LLMs.

Knowledge graph-based persistent memory system for Claude.

Tools to read, search, and manipulate Git repositories via MCP.

Web content fetching and conversion for efficient LLM usage.

Secure file operations with configurable access controls for LLMs.

4-phase root cause analysis process for debugging.

Dispatch multiple Claude agents for concurrent problem-solving.

Skill from obra: receiving-code-review

Skill from obra: using-git-worktrees

Skill from obra: requesting-code-review

Skill from obra: finishing-a-development-branch

Skill from obra: writing-skills

Skill from obra: brainstorming

Skill from obra: verification-before-completion

Skill from obra: writing-plans

Skill from obra: executing-plans

Skill from obra: using-superpowers

Skill from obra: subagent-driven-development

MCP server for Chrome DevTools

MCP server for filesystem access

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

Chrome DevTools for coding agents

GitHub's official MCP server for repository management, issues, PRs, and code analysis.

An autonomous agent that conducts deep research on any data using any LLM providers.

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

🚀 The fast, Pythonic way to build MCP servers and clients

🚀 The fast, Pythonic way to build MCP servers and clients.

Skill from vercel-labs: claude.ai

Vercel's official collection of agent skills

Theia - MCP Server

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for

Integration between n8n workflow automation and Model Context Protocol (MCP)

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Trigger.dev – build and deploy fully‑managed AI agents and workflows

Model Context Protocol implementation for TypeScript

Model Context Protocol implementation for TypeScript

Model Context Protocol implementation for TypeScript

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

MCP for xiaohongshu.com

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

Opinionated MCP Framework for TypeScript (@modelcontextprotocol/sdk compatible) - Build MCP Agents, Clients and Servers with support for ChatGPT Apps, Code Mode, OAuth, Notifications, Sampling, Observ

mcp-use is the easiest way to interact with mcp servers with custom agents

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla

MCP server for assistant-ui documentation and examples

Official MCP Servers for AWS

Build effective agents using Model Context Protocol and simple workflow patterns

Agent Framework For Fintech and Banks

The most powerful Android RPA agent framework, next generation of mobile automation robots.

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug boun

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model Context Protocol) Client. Give your LLM tools to manage asse

TalkToFigma: MCP integration between Cursor and Figma, allowing Cursor Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Powerful web scraping and search for Cursor, Claude, and other LLM clients.

Klavis AI (YC X25): MCP integration platforms that let AI agents use tools reliably at any scale

Give Claude Desktop terminal control, file system access, search, and diff-based editing.

Awesome MCP Servers - A curated list of Model Context Protocol servers

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

Adversary simulation and Red teaming platform with AI

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports Ch

Bulk port forwarding Kubernetes services for local development.

A simple, secure MCP-to-OpenAPI proxy server

AI edge infrastructure for macOS. Run local or cloud models, share tools across apps via MCP, and power AI workflows with a native, always-on runtime.

AI-native search API providing real-time web search, deep search, and company research.

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

Secure cloud-native MCP registry, gateway & orchestrator

An Agentic Framework for Reflective PowerPoint Generation

A Model Context Protocol server for Excel file manipulation

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API end

Model Context Protocol(MCP) 编程极速入门

A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

Official Linear MCP server for managing issues, projects, and comments via AI.

Azure MCP Server - Model Context Protocol implementation for Azure, for linux on x64

Azure MCP Server - Model Context Protocol implementation for Azure, for darwin on arm64

Azure MCP Server - Model Context Protocol implementation for Azure

Azure MCP Server - Model Context Protocol implementation for Azure, for win32 on x64

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90%

A Model Context Protocol (MCP) server for shadcn/ui components, providing AI assistants with access to component source code, demos, blocks, and metadata.

A CLI tool for building Go applications.

MCP server for interacting with Supabase

A Model Context Protocol server for converting almost anything to Markdown

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

MCP App Server for live speech transcription

Three.js 3D visualization MCP App Server

MCP server for loading and extracting text from PDF files with chunked pagination and interactive viewer

MCP App Server example with CesiumJS 3D globe and geocoding

MCP Apps SDK — Enable MCP servers to display interactive user interfaces in conversational clients.

Basic MCP App Server example using Svelte

Basic MCP App Server example using React

Basic MCP App Server example using Preact

Basic MCP App Server example using Vue

Basic MCP App Server example using Solid

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

MCP App Server demonstrating video resources served as base64 blobs

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

ToolHive makes deploying MCP servers easy, secure and fun

Modern Python development with uv, ruff, and pytest.

Claude Code is powerful. Pilot makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.

The professional development environment for Claude Code. Claude Code is powerful. Pilot Shell makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Conte

Stop re-explaining your project to AI every session. Automatic context memory for Claude, VS Code, Cursor, and 13+ AI tools.

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

Plugin for JADX to integrate MCP server

Interact with Slack workspaces through Claude with DMs, channels, search, and message history.

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

MCP server for interacting with Azure DevOps

A Model Context Protocol server implementation for Nx

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

Integrate with Stripe APIs for payments, customers, products, and billing through MCP.

MCP server for interacting with Kubernetes clusters via kubectl

Production-ready MCP server with real-time search, extract, map, and crawl capabilities.

The Simple Agent Development Kit.

MCP server for NotebookLM API with session support and human-like behavior

AI-powered bridge connecting LLMs and advanced AI agents to the Unity Editor via the Model Context Protocol (MCP). Chat with AI to generate code, debug errors, and automate game development tasks dire

Model Context Protocol (MCP) server for Kubernetes and OpenShift

The Grafbase GraphQL Federation Gateway

Best practices for building Stripe payment integrations.

MCP server for using the GitLab API

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Official draw.io MCP server for LLMs - Open diagrams in draw.io editor

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

On-premises conversational RAG with configurable containers

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

A middleware to provide an openAI compatible endpoint that can call MCP tools

Framework for building Model Context Protocol (MCP) servers in Typescript

Apify MCP Server

Self-hosted MCP Gateway for AI agents

Persistent memory bank management across sessions and projects for AI assistants.

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Jo

A minimalistic MCP client with a good feature set.

The best way to create, deploy, and share MCP Servers

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

Debug your AI agents

A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

A Claude MCP tool to interact with the ChatGPT desktop app on macOS

Privacy-first web and local search using Brave's Search API.

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb

Next.js development tools MCP server with stdio transport

A simple CLI to run LLM prompt and implement MCP client.

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

Skill from cloudflare: workers-best-practices

Skill from cloudflare: building-mcp-server-on-cloudflare

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

Skill from cloudflare: sandbox-sdk

Skill from cloudflare: building-ai-agent-on-cloudflare

Skill from cloudflare: web-perf

MCP server for accessing LSP functionality

Automate building, running, and testing iOS apps through the simulator.

Build stateful AI agents with scheduling, RPC, MCP, and streaming chat on Cloudflare.

Skill from cloudflare: durable-objects

Maz-UI ModelContextProtocol Client

YouTube MCP Server Implementation

Coinbase Design System - MCP Server

MCP Server for Regle

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)

Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)

Argo CD MCP Server

MCP server for ESLint

Mapbox MCP server.

MCP Server for interacting with Salesforce instances

MCP server for browser automation using Playwright

MCP server wrapper for OpenAI Codex CLI

Code Runner MCP Server

An MCP server that exposes OpenAPI endpoints as resources

Help agents automatically write and test stories for your UI components

Official Railway MCP server

💻 MCP server for Claude to control your computer

Serper MCP Server supporting search and webpage scraping

MCP server for interacting with Datadog API

SAP Fiori - Model Context Protocol (MCP) server

BrowserStack's Official MCP Server

MCP Server for Asana

Model Context Protocol (MCP) server for Dynatrace

Shortcut MCP Server

Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

A Model Context Protocol (MCP) server implementation for CircleCI, enabling natural language interactions with CircleCI functionality through MCP-enabled clients

Heroku Platform MCP Server

MCP server for SAPUI5/OpenUI5 development

Official MCP server for esa.io - STDIO transport version

A framework for testing MCP (Model Context Protocol) client and server implementations against the specification.

Configuration manager for AI coding tools - Claude Code, Gemini CLI, Codex CLI, Antigravity. Manage MCPs, rules, permissions, memory, and workstreams.

Tools for writing MCP clients and servers without pain

CLI tool for managing MCP servers in Claude Code workspaces

CLI tool to manage Claude MCP servers - toggle between active and disabled states

A simple Hello World MCP server

Skill from getsentry: sentry-ios-swift-setup

Skill from getsentry: sentry-fix-issues

The official [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server for [LaunchDarkly](https://launchdarkly.com/).

Perform thorough code reviews with Sentry's best practices.

Skill from getsentry: sentry-react-sdk

Skill from getsentry: sentry-react-native-sdk

Skill from getsentry: sentry-otel-exporter-setup

Skill from getsentry: sentry-ruby-sdk

Skill from getsentry: sentry-python-sdk

Skill from getsentry: sentry-dotnet-sdk

Skill from getsentry: sentry-svelte-sdk

Skill from getsentry: sentry-sdk-skill-creator

Skill from getsentry: sentry-python-setup

Create pull requests with descriptive titles and comprehensive descriptions.

Skill from getsentry: sentry-react-setup

Skill from getsentry: sentry-setup-ai-monitoring

Skill from getsentry: sentry-setup-metrics

Skill from getsentry: sentry-go-sdk

Skill from getsentry: sentry-nextjs-sdk

Skill from getsentry: sentry-cocoa-sdk

Skill from getsentry: sentry-create-alert

Skill from getsentry: sentry-react-native-setup

Skill from getsentry: sentry-setup-tracing

Skill from getsentry: sentry-ruby-setup

Skill from getsentry: sentry-pr-code-review

Skill from getsentry: sentry-setup-logging

X Tools for Claude MCP: A lightweight toolkit enabling Claude AI to search Twitter with natural language and display unanalyzed results.

Currents MCP server

An MCP server that allows AI tools to interact with Claude Code programmatically with session continuity and async execution support.

AI edge infrastructure for macOS. Run local or cloud models, share tools across apps via MCP, and power AI workflows with a native, always-on runtime.

A local Chrome browser automation MCP server powered by Puppeteer for Claude Code

Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, and x402 payments.

mcp server

MCP server for Supabase CRUD operations

Claude MCP server for GB Studio project manipulation.

Fully Autonomous AI System with RSI (Recursive Self-Improvement) - Self-funding, Self-deploying, Production Memory, A2A Protocol & Governance

Zero-boilerplate, lightweight and fast MCP server toolkit. Skip the weight of `@modelcontextprotocol/sdk` and start shipping MCP servers in minutes with minimal code.

MCP server for AI Mentora, compatible with ModelContextProtocol. Provides es-fulltext-retrieve tool for Canadian case law search.

ModelContextProtocol server for Ref

Claude MCP server for ContextTube — 5-layer contextual intelligence

MCP server for MIT App Inventor .aia projects.

Element Plus 的 ModelContextProtocol (MCP) 服务器

Mayar API ModelContextProtocol Server

ModelContextProtocol server that bridges to Val Town MCP tools

'Slite MCP server'

Aikido MCP server

A deliberately malicious MCP server for E2E testing purposes

ModelContextProtocol server for Rime text-to-speech API

Jira MCP Server

ModelContextProtocol server for Rime text-to-speech API

A functional-models-orm datastore provider that uses the @modelcontextprotocol/sdk. Great for using models on a frontend.

Client transport alternative of @modelcontextprotocol/sdk/client base on sse.js. The main purpose is make it working on React Native with llama.rn.

OpenRPC MCP server - Updated with latest @modelcontextprotocol/sdk for compatibility with newer clients

A basic MCP server example using @modelcontextprotocol/sdk

学习 ModelContextProtocol 协议

ModelContextProtocol server for Terry CLI integration

[](https://github.com/modelcontextprotocol)

ModelContextProtocol (MCP) server for ReliefWeb humanitarian information service

MCP server for the Preply Design System

AI-powered knowledge management with Notion integration and spaced repetition learning system for Claude MCP

Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)

Claude MCP Server for Ziwei Doushu

Claude MCP server for Brightshot - AI-powered real estate photo enhancement

Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)

CLI for the Model Context Protocol inspector

ModelContextProtocol server for enhancing JSON Resumes

SpecKit MCP Server - Specification Management System

ModelContextProtocol starter server

MCP server for interacting with MySQL databases with write operations support

Standalone MCP (Model Context Protocol) server - stdio/http/websocket transports, connection pooling, tool registry

ModelContextProtocol server for Figma

MCP server for Agentation - visual feedback for AI coding agents

Local MCP server for Tillit API using @modelcontextprotocol/sdk. Provides 195+ tools and 48+ resources for complete Tillit API access with built-in documentation.

MCP server for using the AMap Maps API

A Model Context Protocol (MCP) server that provides seamless integration with Tailscale's CLI commands and REST API, enabling automated network management and monitoring through a standardized interfa

Gmail MCP server with auto authentication support

ModelContextProtocol server for Ref

ModelContextProtocol starter server

A ModelContextProtocol server to let agents discover your project, such as APIs (using OpenAPI) or other resources.

MCP Server for Z.AI - A Model Context Protocol server that provides AI capabilities

A shell for the ModelContextProtocol

MCP Server for developers building HubSpot Apps

Client-side application for the Model Context Protocol inspector

Shopify Polaris UI Components MCP Server for AI assistants

Server-side application for the Model Context Protocol inspector

MCP Thin Client for Orchestrator - delegates to REST API

Weather MCP tools (geocoding, weather-by-coords) for ModelContextProtocol.

Queen Claude MCP server - streamlined with 14 essential tools for Next.js development

A Salesforce connector MCP Server.

MCP Server for the Szjc API using @modelcontextprotocol/sdk

MCP server for PostgREST

Ghost Bridge: Zero-restart Chrome debugger bridge for Claude MCP. Includes CLI for easy setup.

Enhanced PostgreSQL MCP server with read and write capabilities. Based on @modelcontextprotocol/server-postgres by Anthropic.

Tools for building MCP Bundles

Model Context Protocol inspector

Built by Claude, for Claude. MCP server for agent-to-agent knowledge sharing.

Telegram bridge for Claude CLI - bidirectional communication via tmux

MCP server for Arduino IDE 2.0 sketches (REST + stdio).

Claude MCP服务器，提供股票分析功能

Fork and update (v0.6.5) of the original @modelcontextprotocol/server-puppeteer MCP server for browser automation using Puppeteer.

MCP server for interacting with Cloudflare API

A command-line tool acting as an MCP (ModelContextProtocol) server, using Playwright to crawl web content for AI models.