Development Tools

Provides comprehensive website validation across performance, accessibility, SEO, and security dimensions using multiple testing services including WebPageTest, Google PageSpeed Insights, Axe DevTools, Mozilla Observatory, and SSL Labs. Enables automated website health assessments through browser automation and API integrations.

Provides tools for managing Scalekit environments, organizations, users, connections, and workspace operations. Built for developers who want to connect their AI tools to Scalekit context and capabilities based on simple natural language queries.

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

Facilitates enhanced interaction with large language models (LLMs) by providing intelligent context management, tool integration, and multi-provider AI model coordination for efficient AI-driven workflows.

Dev env for testing

A specialized MCP server that uses Playwright to scrape and structured financial data from major Chinese stock platforms and extracts chat results from AI search engines.

A robust integration for Firecrawl that provides comprehensive web scraping, crawling, and research tools, enabling LLMs to extract structured data or content from single pages or entire domains.

MCP server to provide Jira Tickets information to AI coding agents like Cursor

this is a test

A specialized MCP server for accessing macOS message history, uniquely capable of decoding binary attributedBody data to read RCS, SMS, and mixed-protocol group chats.

Provides crowdsourced package intelligence and security alerts for AI coding assistants by analyzing project dependencies and framework co-occurrence. It enables automated project scans, package alternative discovery, and data-driven recommendations across multiple programming ecosystems.

Enables teams to create a shared knowledge base where members can store, search, and validate information collectively. Provides semantic search across team memories with granular permissions and collaborative verification features.

A server that enables browser automation using Playwright, allowing interaction with web pages, capturing screenshots, and executing JavaScript in a browser environment through LLMs.

Provides production-ready implementation patterns for features like authentication, payments, and deployments to AI coding assistants. It enables developers to search and retrieve battle-tested code snippets and setup steps for full-stack tasks.

Enables multi-round brainstorming debates between multiple AI models like GPT, DeepSeek, and Ollama to produce synthesized final outputs. Users can orchestrate parallel model interactions where AI agents critique and refine each other's ideas to reach a consolidated conclusion.

This server offers secure, read-only access to directory files via the MCP, supporting file searching, .gitignore compliance, path traversal protection, and MIME type detection using the 'file://' URI scheme.

Provides hourly weather forecasts using the AccuWeather API, enabling users to access current weather conditions and detailed 12-hour forecasts tailored to specific locations.

The FusionAuth MCP server provides comprehensive access to over 300 API endpoints for managing identity, users, and applications. It allows LLMs to perform CRUD operations and search functionality within a FusionAuth instance.

MCP (Model Context Protocol) Server. Analyzes fashion images using CLIP to extract clothing attributes like style, color, and fabric, then generates personalized recommendations based on detected tags and user behavior.

A Snowflake MCP server that integrates Cortex AI features to enable retrieval-augmented generation (RAG), natural language analysis of structured data, and LLM chat completions directly within the MCP ecosystem.

Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.

A Python-based server that implements the Model Context Protocol to interface with Claude Desktop as an MCP client, supporting interaction through efficient memory management.

AI startup idea validation by a specialized 9-agent crew.

Enables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.

MCP server for CarsXE vehicle data: VIN, specs, history, images, recalls, and OBD codes.

Provides tools for compiling and packaging XR875 project components, including M33 and C906 cores, OTA builds, and firmware packaging. It enables AI assistants to manage the full build lifecycle of XR875 SDK projects through standardized MCP commands.

Gemini-powered MCP server for code analysis.

A Node.js server that integrates with pytest to facilitate the ModelContextProtocol (MCP) service tools, enabling test execution recording and environment tracking.

An MCP server that connects to running Node.js applications via the Chrome Debug Protocol to analyze Mnemonica type hierarchies at runtime. It enables users to validate and improve static analysis by comparing runtime types with Tactica-generated types.

Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.