Development Tools

A comprehensive web performance auditing server that integrates Google Lighthouse with MCP, offering tiered analysis from raw data collection to AI-driven action plans for optimizing Core Web Vitals.

A robust middleware that connects LLMs to local code quality tools like golangci-lint, checkstyle, and luacheck for automated linting and formatting.

MCP Server Tester with SSE support - Test MCP servers using HTTP, SSE, and STDIO transports

A specialized MCP server that provides a file-based communication bridge for AI assistants to control Adobe After Effects, enabling automated project management, layer manipulation, and complex expression handling.

A robust MCP server for extracting YouTube transcripts and performing video or channel searches without the need for Google API keys. It supports advanced features like transcript chunking and metadata sorting to facilitate deep video content analysis.

A Momento Cache implementation for MCP that allows AI models to manage serverless caching, including setting/getting values and performing administrative cache management tasks.

A collaboration bridge that enables real-time, multi-agent communication between different Claude instances through a centralized hub server to solve complex problems together.

A specialized MCP server for ZenTao project management that enables AI models to search products, manage bug lifecycles, and extract visual data from bug reports.

A specialized MCP server for secure codebase analysis, enabling deep exploration of project structures, dependency trees, and file metadata within restricted directories.

MCP (Model Context Protocol) Server. Enables access to YouTube video transcripts, translations, summaries, and subtitle generation through a simple API interface for research, content analysis, and multilingual video accessibility workflows.

MCP (Model Context Protocol) Server. Provides a framework for structured thought processes, including dynamic adaptation, semantic analysis, and cognitive bias detection, enabling complex problem-solving and decision-making tasks.

A sophisticated reasoning engine that orchestrates 62 advanced cognitive frameworks via Gemini to provide Claude with high-context, token-efficient execution briefs for complex coding tasks.

Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.

A specialized MCP server for Screeps that provides comprehensive access to game state, market data, and user statistics, enabling AI-driven development and room management workflows.

A comprehensive AWS integration for Claude that provides access to S3, EC2, RDS, Cost Explorer, and CloudWatch, including a generic SDK wrapper for any AWS service.

A comprehensive MCP server utilizing CCXT to bridge AI models with over 100 cryptocurrency exchanges, enabling real-time market data retrieval and secure account management.

A privacy-first semantic code search server that uses local Ollama embeddings and Qdrant vector storage to provide AI assistants with deep repository understanding and RAG capabilities.

An institutional-grade quantitative trading MCP server that provides market data, portfolio management, risk analytics, and backtesting tools for AI agents.

A dynamic gateway that converts any OpenAPI/Swagger specification into an MCP server, allowing AI agents to call REST API endpoints as native tools.

MCP (Model Context Protocol) Server. Provides access to TabNews content through API tools for retrieving listings, user posts, comments, and analytics data without requiring direct API integration

An MCP server that integrates with the AMiner academic database to provide comprehensive paper searches by keyword, author, venue, and advanced multi-criteria queries with customizable sorting and pagination.

MCP (Model Context Protocol) Server. Provides a bridge to the Hedera Testnet Mirror Node API, dynamically converting Zodios API endpoints into tools for querying blockchain data using Server-Sent Events and robust Zod-based validation.

A high-performance semantic code search server that uses AST-based chunking and hybrid RRF reranking to enable natural language exploration of codebases.

A professional AI video generation server for Claude Desktop that uses the Remotion framework to create, manage, and render React-powered animations through natural language.

A robust memory and knowledge management system for Claude that focuses on persistent project context and coding best practices by preventing library reinvention through package discovery and API validation.

A Model Context Protocol server that facilitates interaction with the Appfolio Property Manager Reporting API, allowing LLMs to access real estate property management data.

A robust file system MCP server offering advanced code analysis, multi-language modifications, Git version control integration, and secure shell execution. It features intelligent caching, semantic search, and comprehensive security auditing for developer workflows.

A semantic code search server that indexes local directories or Git repositories into a ChromaDB vector database using OpenAI or Ollama embeddings for private, intelligent code retrieval.

A knowledge base integration server for Get Notes (Biji) that enables AI-powered search and raw document recall from medical and personal note repositories.

A shared context layer for AI agent teams that enables efficient coordination through context deduplication, incremental state sharing, and dependency tracking to reduce token overhead.