一个用于GitLab和Jira集成的模型上下文协议(MCP)服务器，允许AI代理与GitLab和Jira实例交互。
Regression testing for AI agents. Snapshot behavior, diff tool calls, catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.
A Model Context Protocol (MCP) server for authenticated REST APIs with auto-login, 2FA support, Swagger spec fetch, and fuzzy endpoint search.
MCP server for StacksFinder - deterministic tech stack recommendations for LLM clients
Give your AI agent a persistent pixel-art character. Node SDK, Python SDK, CLI, and MCP server.
InsForge turns your coding agents into full-stack builders, letting them add backend features like auth, databases, file storage, serverless functions, and LLMs to your apps in seconds.
Search and contribute to FixGraph — 25,000+ community-verified fixes for real-world technical errors across software, vehicles, home systems, and appliances
Roslyn-based MCP server providing semantic code intelligence for .NET codebases — type hierarchies, call sites, DI registrations, and reflection usage for Claude Code
LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.
A context-aware MCP prompt compiler that transforms vague prompts into platform-optimized prompts for 60+ AI platforms across 7 categories
Native macOS markdown preview with MCP server for Claude Code
MCP server for controlling Android emulators and devices via ADB. Gives AI assistants the ability to see, interact with, and debug Android apps — taking screenshots, tapping elements, reading logs, and documenting bugs.
A Model Context Protocol (MCP) tool that provides up-to-date documentation for npm packages directly in your IDE.
17 MCP query tools for codebase navigation — functions, classes, imports, dependency graphs, change impact. Zero dependencies. 87% token reduction.
MCP server for AI-powered mobile device control — 49 tools for screenshots, UI inspection, touch interaction, and AI visual analysis. Supports Anthropic Claude & Google Gemini.
High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
17 MCP servers for React + TypeScript development automation — component scaffolding, code quality, testing, and monorepo management.
MCP server for DNS — lookups, reverse DNS, WHOIS, zero auth
MCP server for Docker — manage containers, images, volumes from your IDE
MCP server for GitHub Actions — view runs, read logs, re-run jobs, trigger workflows
MCP server to create, read, update, list, and search GitHub Gists from your IDE
MCP server for web scraping — extract clean markdown, links, metadata from any URL
MCP server providing automatic enforcement of 21 critical rules for Claude AI, based on 96+ documented failure patterns
Self-hosted encrypted tunnel for webhooks, AI pipelines, and local development with built-in MCP server
CLI工具，提供MCP服务器以记录和分享AI驱动的开发旅程
MCP server for Just command runner, enabling AI assistants to discover, execute, and introspect Justfile recipes
Design-system memory for coding agents with MCP server integration for shadcn, Tailwind, and Figma workflows.
Turn any OpenAPI 3.x spec into MCP tools for Claude — zero config, instant API access
Strict AI-powered code reviewer for Claude Desktop, Cursor, VS Code, and Claude Code CLI
XRAY MCP provides progressive code intelligence and navigation capabilities for AI assistants through structural code analysis using ast-grep
