Lightweight MCP server using Playwright's accessibility tree to enable deterministic, vision-free browser control for LLMs.

Playwright MCP Server enables LLMs to drive real browsers for automation, scraping, and test generation, with live JavaScript execution and screenshot support.

Xcode-focused toolkit offering project, simulator, devices, and Swift Package Manager workflows with dynamic loading and incremental build options.

Provides an LSP-enabled navigator over semantic tooling, exposing definitions, references, hover information, and diagnostics to streamline cross-language code insight.

Autonomous browser-based tester that navigates apps, captures network/console data, and reports UX issues directly from your editor, enabling rapid end-to-end debugging.

Open Library integration enabling AI assistants to search books and authors, fetch details, and deliver cover and author photo assets via OL IDs, designed for structured responses and easy integration.

PHP-based, attribute-driven discovery with multi-transport exposure for AI integrations, featuring automatic schema generation and DI.

All-in-one development suite with client inspector, testing tools, and SDK for rapid deployment and debugging.

A curated collection of developer tools, libraries, and resources for Model Context Protocol workflows, helping teams explore, test, and integrate MCP components with velocity and confidence. It emphasizes cross-language SDKs, testing utilities, hosting resources, and practical templates from lightweight clients to enterprise-grade tooling.

Energy-efficient Python-to-Rust transpiler with semantic verification and memory-safety analysis, uniquely optimizing AI assistant code migrations.

Zero-config, AI-powered end-to-end browser testing with live monitoring and seamless CI/CD integration for universal client compatibility.

Orchestrates JMeter tests via protocol-friendly clients, analyzes results, and delivers actionable dashboards and bottleneck insights.

Integrates QA Sphere with LLMs in AI-enabled IDEs to discover, summarize, and discuss test cases.

An MCP server that gives Cursor or Claude Code real-time debugging access to Node.js at runtime via the Inspector.

Provides Python-native randomness with both fast, non-secure and cryptographically secure options, covering integers, floats, weighted selections, shuffles, and token generation.

Go library to declaratively assemble context tooling with tools, prompts, and resources via dependency injection.

Bilibili video search tool with pagination, rich metadata, and LangChain-ready integration for seamless AI collaboration.

Python-based browser automation with note storage and a summarize-notes prompt for streamlined LLM workflows

Playwright-based toolset enabling LLMs to control browsers, capture screenshots, and run JavaScript.

Bridges LSP capabilities to language models for hover, completions, code actions, and diagnostics.

Local automatic project-state persistence with anti-fragmentation safeguards enabling seamless cross-session context for Claude Desktop.

STDIO-based, model-driven device interaction leveraging pyATS; exposes safe JSON-RPC tools with structured outputs.

Android automation MCP server enabling automated UI tests, test authoring, and multi-device workflows.

Powerful Gradle project interrogation, task execution, and hierarchical test reporting with environment-aware outputs.