APIs & Services

HttpRunner is a comprehensive automated testing framework that provides MCP capabilities for UI automation across Android, iOS, Browser, and HarmonyOS, integrated with LLM technologies.

A tool designed for intelligence gathering on Chinese enterprises, enabling automated collection of ICP filings, apps, WeChat accounts, and subsidiary information via various business data APIs.

kubefwd provides bulk port forwarding for Kubernetes services, allowing local development machines to access remote cluster services by name with unique IP allocation and automatic reconnection.

A comprehensive MCP server enabling AI assistants to manage Jira issues and Confluence pages across both Cloud and Server/Data Center deployments.

A utility proxy server that transforms Model Context Protocol (MCP) servers into standard OpenAPI-compatible HTTP REST endpoints for easier integration with LLMs and web apps.

A robust MCP server for the Notion API that enables AI agents to search, read, move, and edit Notion pages and databases (data sources).

A comprehensive MCP server leveraging AntV to generate over 25 types of interactive charts and geographic maps for data visualization and analysis.

Provides integration with Cloudflare Workers' compute and storage primitives, allowing AI models to manage R2, KV, D1, and other worker bindings.

A comprehensive introductory MCP server demonstrating web search, image generation, and resource management using Python and FastMCP.

A Python implementation of the Xiaozhi AI voice client that enables voice interaction, multi-modal vision, and IoT device integration via a modular MCP tool system.

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).

A powerful browser automation MCP server that uses Stagehand and Browserbase to let LLMs navigate web pages, extract structured data, and perform complex UI interactions with high performance and anti-detection capabilities.

- MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators.

A bridge between AI assistants and the Tianji platform, allowing users to list, inspect, and query survey data and analytics directly through the Model Context Protocol.

A native macOS LLM server and MCP aggregator that runs local MLX models and connects to remote providers while exposing a suite of system tools for filesystem, browsing, and git operations.

A tool that enables AI models to interact with Obsidian vaults via the Local REST API, supporting file navigation, searching, and precise content modification.

Solon is a high-performance Java enterprise application framework designed as a lightweight and efficient alternative to Spring, offering 700% higher concurrency and 90% smaller package sizes.

A specialized MCP server providing AI assistants with direct access to shadcn/ui v4 components, blocks, and demos across React, Svelte, Vue, and React Native frameworks.

A comprehensive MCP server suite providing a seamless connection between AI agents and the Azure ecosystem, enabling operations across cloud infrastructure, databases, and developer services.

A utility server that bridges MCP transports, allowing stdio-only clients to connect to SSE/Streamable HTTP servers and exposing local stdio servers as SSE endpoints.

A comprehensive MCP server for Grafana that enables deep integration with dashboards, datasources (Prometheus, Loki, Pyroscope), alerts, OnCall schedules, incidents, and Sift investigations.

Medplum is an open-source healthcare developer platform providing a FHIR-compliant Clinical Data Repository, identity management, and a suite of SDKs for building medical applications.

A metasearch MCP server that aggregates web search results from multiple backends including Google, Bing, DuckDuckGo, and Brave for text, images, videos, news, and books.

A Model Context Protocol server that allows AI assistants to search, download, and analyze academic research papers from arXiv with local storage capabilities.

A specialized MCP server designed to crawl, index, and query technical documentation, turning complex web content into LLM-ready context for rapid software development.

A specialized MCP server acting as a proxy between LLMs and existing enterprise endpoints, enabling discovery and execution of auto-healing, LLM-mapped tools.

Unla is a lightweight MCP gateway that transforms existing RESTful APIs and MCP servers into unified MCP endpoints with zero code changes, featuring a management UI and hot-reloading.

Lemonade is a high-performance local LLM server and SDK that optimizes inference on GPUs and NPUs (including AMD Ryzen AI). It provides an OpenAI-compatible API to run GGUF, FLM, and ONNX models locally with hardware acceleration.

The official Perplexity MCP server provides AI assistants with real-time web search, deep research, and advanced reasoning capabilities using Sonar models and the Perplexity Search API.

MetaMCP is a powerful MCP aggregator and orchestrator that allows users to group multiple MCP servers into namespaces, apply middleware, and expose them through unified SSE, Streamable HTTP, or OpenAPI endpoints.