Development Tools

A decentralized file storage server that enables AI agents to autonomously manage, upload, and semantically search files on the Filecoin network using folder NFTs.

Automates the end-to-end process of creating GitHub repositories by analyzing local codebases to generate optimized metadata, topics, and configurations using the Model Context Protocol.

A persistent memory storage system for Claude that uses SQLite and full-text search to store, categorize, and retrieve context across different conversations.

A comprehensive developer toolkit providing a unified MCP server for code analysis, security scanning, formatting, and performance optimization across JS, Rust, Python, and Go.

A specialized MCP server for Google Cloud Compliance Manager that enables discovery, deployment, and management of compliance frameworks like NIST and CIS across Google Cloud organizations.

A TypeScript MCP server that provides tools for discovering, searching, and fetching content from Tambo's documentation through automated crawling and intelligent parsing.

A Python-based MCP server providing unified, secure, and read-only access to database schemas and querying, specifically optimized for MySQL with extensive inspection tools.

MCP (Model Context Protocol) Server. Provides structured expense categorization through a JSON-based system covering 20 major expense types with detailed subcategories for building expense management applications and budgeting tools.

A toolset for managing Huawei Cloud Cloud Container Engine (CCE) resources, providing both proprietary cluster management APIs and Kubernetes-native operations for namespaces and pods.

MCP (Model Context Protocol) Server. File-based sticky notes server that provides tools for adding, clearing, and reading notes with resource access to the most recent note and prompt generation for note summaries.

A comprehensive Jira Cloud integration for AI clients, enabling automated issue management, JQL searching, workflow transitions, and attachment handling via FastMCP.

A RAG-based MCP server using LangChain and ChromaDB to provide semantic search, PDF ingestion, and cross-encoder reranking for context-aware document citation.

A cloud-based browser automation MCP server that integrates Anchor Browser with Playwright, offering residential proxy rotation and anti-detection capabilities for secure web scraping and testing.

A powerful web scraping MCP server that leverages Crawl4AI to provide AI-ready markdown extraction, schema-based data scraping, and screenshot capabilities for intelligent web analysis.

A LinkedIn automation server that uses Playwright and Chrome remote debugging to programmatically publish posts and upload images directly to a user's profile.

Enables AI coding tools to control Roblox Studio for workspace exploration, instance manipulation, and script management. It provides tools for playtesting, scene rendering, and integration with the Roblox Creator Store.

A sophisticated MySQL MCP server supporting multi-database access with hot-reloadable configurations and customizable security levels ranging from read-only to full administrative access.

A specialized MCP server for read-only Excel workbook analysis, offering features like metadata extraction, range-based sheet reading, and cross-sheet text searching.

A documentation automation server that analyzes project structures and metadata to generate professional, formatted README files with technology detection and badges.

A specialized MCP server for AI assistants to automatically log and organize conversation histories into structured markdown for persistent project memory and quick retrospection.

A comprehensive MCP server for Xiaomi Cloud Notes that enables reading, searching, and managing notes and folders with Markdown/XML conversion and image upload support.

A free and unlimited web search server that enables AI models to search, crawl, and research web content using DuckDuckGo without requiring API keys. It features parallel crawling and a smart ranking system to prioritize the most relevant information for complex queries.

MCP (Model Context Protocol) Server. Integrates with Turkey's official EzanVakti API to provide accurate Islamic prayer times across multiple countries with hierarchical location browsing and support for both Hijri and Gregorian date formats.

An MCP server that provides tools to search for Perl modules on CPAN, retrieve package metadata, dependencies, and full README documentation including usage examples.

A specialized MCP server providing offline-first, searchable access to complete Shopify Liquid documentation including tags, filters, and objects. It features lightning-fast local SQLite FTS5 search to assist with Shopify theme development and template debugging.

Federated research discovery with S-Index metrics across a network of digital twins.

An MCP server providing semantic search and retrieval for AWS Cloudscape Design System documentation using vector embeddings and LanceDB. It enables AI agents to find relevant UI component documentation and design patterns through natural language queries.

A high-performance asynchronous website cloning engine that supports dynamic JavaScript rendering, authentication bypass, and asset archival for AI agents and developers.

Arduino MCP server for arduino-cli setup, hardware detection, compile/upload, and serial monitoring.

A robust task automation and orchestrator for Claude Code that enables iterative workflows with self-verification and intelligent feedback loops.