APIs & Services

A comprehensive Docker management server that enables AI assistants to control multiple remote containers and Compose stacks via SSH with automated host discovery and safe migration features.

A standalone MCP server for Cloudera Machine Learning (CML) that enables automated management of data science projects, job scheduling, file operations, and ML runtime environments.

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness.

MCP (Model Context Protocol) Server. Integrates with the Firecrawl API to enable web scraping and intelligent content searching for extracting structured data and performing customizable searches.

A Model Context Protocol server that integrates Perplexity AI's web search capabilities, providing AI-generated answers with source citations.

MCP (Model Context Protocol) Server. Integrates with AWS Cognito to provide user authentication flows including sign-up, sign-in, password management, account verification, and multi-factor authentication for secure identity management.

Example MCP servers that use annotated Java interfaces/classes as 'tool groups'. Using standard MCP annotations, service implementations can then, at runtime, be used to generate tool specifications, and then dynamically added or removed from MCP servers. The functionality is demonstrated in a sample tool group, but can be similarly used for any API or service.

A comprehensive MCP server for SiYuan Note that allows AI to manage notebooks, documents, and content blocks. It provides advanced features like SQL querying, OCR, multi-format exporting, and automated port discovery for seamless integration.

A Node.js based MCP server that bridges AI assistants with UploadThing cloud storage, enabling secure file uploads via local paths or URLs using token authentication.

A Model Context Protocol (MCP) server that allows interacting with the CipherTrust RestFul Data Protection (CRDP) data protection service.

A comprehensive MCP server providing a bridge to Claude Code CLI, enabling automated file operations, code refactoring, Git workflows, and terminal command execution through a standardized interface.

MCP (Model Context Protocol) Server. Provides a RESTful API for remote execution of Python code snippets.

The TestingBot MCP server provides comprehensive tools for automated and manual web/mobile testing, enabling AI assistants to manage test sessions, browsers, devices, and storage on TestingBot's infrastructure.

A specialized MCP server that provides secure remote shell access to Linux and Windows systems via SSH, supporting multi-machine management with both password and key-based authentication.

MCP (Model Context Protocol) Server. Provides a bridge to the traQ chat platform, enabling flexible querying and interaction with channels, messages, users, stamps, and pins using Deno and a type-safe API implementation.

MCP (Model Context Protocol) Server. Integrates AI with web browsers through Puppeteer and Steel's automation platform, enabling complex web tasks, data scraping, and workflow automation.

A robust iTerm2 automation server leveraging the native Python API to manage terminal sessions, complex splits, and real-time monitoring. It enables AI assistants to execute commands across multiple panes, customize visuals, and monitor terminal states with high reliability.

MCP (Model Context Protocol) Server. Provides comprehensive Ruby ecosystem information including gem versions, changelogs, download statistics, reverse dependencies, and Ruby release data through RubyGems.org and GitHub APIs with intelligent caching and pagination for development workflow optimization.

MCP (Model Context Protocol) Server. Integrates with Jira's REST API to enable issue tracking, project management, and workload analytics tasks.

MCP (Model Context Protocol) Server. Enables Claude to directly interact with Contentful CMS data by providing tools to fetch content types and entries, supporting content exploration, metadata analysis, and dynamic content querying.

MCP (Model Context Protocol) Server. Integrates with CoinMarketCap API to provide real-time cryptocurrency data, market metrics, and Fear & Greed Index through TypeScript tools with smart caching and detailed error handling.

A specialized MCP server providing real-time access to the Hong Kong Legislative Council (LegCo) open data, including bills since 1844 and voting results, questions, and Hansard records since 2012.

A Microsoft OneNote MCP server that enables users to list notebooks and retrieve page content via the Microsoft Graph API, supporting both personal and organizational accounts with persistent credential caching.

The Omilia MCP server provides a comprehensive toolset for managing Omilia Cloud Platform components, including miniapps, Orchestrator app canvases, dialog logs, and environment variables.

MCP server for managing domains, DNS records, and marketplace listings via the Spaceship API

A comprehensive MCP server for Microsoft SQL Server and Azure SQL, providing tools for schema exploration, query execution, and database management with built-in security and connection pooling.

MCP (Model Context Protocol) Server. Enables querying and managing KubeBlocks Cloud resources including organizations, environments, instances, and backups via the KB Cloud API for automated database operations.

MCP (Model Context Protocol) Server. Enables AI to interact with the Teamtailor recruitment platform for candidate discovery, filtering, and detailed information retrieval through authenticated API access.

MCP (Model Context Protocol) Server. Integrates with a TrueRAG GraphQL API to provide state-specific policy information for legal compliance checks, analysis, and regulatory guidance.

A remote access system using reverse SSH tunnels that allows AI agents like Claude to manage, explore, and execute commands on machines behind firewalls or NAT.