AI & ML

A tool that enables semantic and regex code search across millions of public GitHub repositories using the grep.app API, featuring batch file retrieval and advanced filtering.

A comprehensive DeFi trading MCP server that enables AI agents to perform market analysis, technical charting (OHLCV), and gasless swaps across 17+ blockchain networks. It integrates multi-chain portfolio management with 0x API swap aggregation and real-time market data from CoinGecko.

Connects AI models to the official Astro framework documentation via Kapa.ai's search API, providing up-to-date answers on Astro's features and APIs.

A specialized MCP server that provides AI agents with searchable access to over 8,500 curated GitHub 'awesome lists', offering vetted resources for machine learning, development tools, and more.

A demonstration of the Model Context Protocol (MCP) integrating local Stdio-based math tools and remote SSE-based web browsing tools into an AutoGen agent framework.

SuperMCP is a multi-tenant platform for managing isolated MCP servers that bridge AI assistants with PostgreSQL and MSSQL databases using a single connector architecture.

Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE.

A comprehensive MCP server for accessing real-time Weibo data, including user profiles, trending topics, post content, comments, and social relationships.

MCP server to read and search text in a local PDF file.

A comprehensive Laravel-based SDK for implementing the Model Context Protocol, allowing developers to expose Laravel tools, resources, and database records to AI models via HTTP, WebSockets, or Stdio.

Bridges Claude with Apache Airflow 3, enabling natural language orchestration and management of DAGs, tasks, and connections through the official Airflow API.

A PyQt5-based MCP server that enhances AI interaction through an interactive UI for managing multi-image attachments, file workspaces, and cognitive performance modes.

An image generation MCP server that leverages the Grok-2 model via xAI's API to create visual content within AI assistant workflows.

Univer MCP enables AI applications to interact with and automate spreadsheet operations through a bridge to the Univer spreadsheet framework.

BoxLite-MCP provides isolated Ubuntu virtual machine environments for AI agents to safely execute code, browse the web, and interact with a full graphical desktop using hardware-level isolation.

FlowLLM is a framework for developing LLM-based services that automatically exposes Python-defined logic (Ops) as HTTP or MCP service tools. It simplifies the creation of AI assistants and RAG applications by providing built-in support for vector stores, token counting, and complex workflow orchestration.

ParaView-MCP is an autonomous agent that integrates multimodal large language models with ParaView, allowing users to perform scientific visualizations through natural language and visual feedback.

A browser automation server built on the Rod framework that enables LLMs to interact with web pages through actions like clicking, taking screenshots, and generating PDFs.

A Model Context Protocol server that allows AI assistants to manage and control mobile devices, enabling functions like SMS, call management, and contact synchronization over a local network.

MCP (Model Context Protocol) Server. Integrates with Etherscan's API to provide Ethereum blockchain data tools for balance checking, transaction tracking, and smart contract analysis.

Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.

MCP (Model Context Protocol) Server. Delegates text generation and image creation tasks to external AI models including OpenAI, Anthropic, Google, Groq, and DeepSeek, enabling access to alternative perspectives, specialized capabilities, and visual content generation.

MCP (Model Context Protocol) Server. Enables high-frequency communication between users and AI tools through multiple interface options, providing option selection and information requests to improve interaction efficiency by confirming approaches before execution.

A Model Context Protocol server that enables searching, viewing metadata, and downloading 3D models from the Sketchfab platform directly within AI environments.

A .NET-based MCP client and host application that demonstrates how to connect an AI agent to a remote TypeScript-based to-do list MCP server running on Azure Container Apps.

MCP (Model Context Protocol) Server. Bridges LLMs with Agent-to-Agent protocol-compatible agents, enabling delegation of complex tasks to specialized external agents without requiring direct protocol implementation

A specialized MCP server that integrates the Volatility 3 framework to perform advanced memory forensics using natural language queries for process, network, and malware analysis.

A robust MCP server for SiYuan Note providing 100% coverage of official APIs for notebook management, document editing, SQL-based searching, and file operations. It enables AI agents to create, organize, and query notes recursively using a block-based structure.

A comprehensive MCP server that enables AI agents to manage Fastly CDN infrastructure, including service configuration, performance monitoring, and cache management via the Fastly CLI.

MCP (Model Context Protocol) Server. Connects to MySQL databases to enable querying, analyzing, and manipulating data directly within conversation interfaces through a containerized Python server.