Data Science & ML MCP Servers

Stability AI

Integrates Stability AI's Stable Diffusion image manipulation functionalities into MCP clients like Claude, enabling image generation, editing, and upscaling.

LangChain Gemini Integration

Integrates LangChain with the Gemini model and MCP to process natural language and evaluate mathematical expressions.

Llm Wrapper

Enables MCP-capable LLM agents to communicate and delegate tasks to other LLMs available through the OpenRouter.ai API.

Model Context Server

Implements the Model Context Protocol (MCP) as a comprehensive Python backend, integrating JSON-RPC 2.0, Azure OpenAI, and Server-Sent Events for streaming responses.

Weather

Exposes weather-related functionalities as modular tools for AI agents and LLMs via a simple server.

FTL

Build and run polyglot Model Context Protocol (MCP) servers using WebAssembly for secure, high-performance AI agents.

LangGraph

Integrates the Model Context Protocol with LangGraph's agentic capabilities for advanced AI workflow development.

Cyberchef

Exposes CyberChef operations as structured tools via an MCP server for AI agents and applications.

Chroma

Integrates Chroma, an open-source embedding database, with LLM applications via the Model Context Protocol to provide contextual data retrieval.

WoT Blitz

Provides AI assistants with direct access to authentic World of Tanks Blitz game data, including comprehensive details on tanks, maps, equipment, and crew skills.

AgentIndex

Discover and query AI agents by capability through a comprehensive, machine-first index.

Gleba

Provides comprehensive, free management for vegetable gardens and orchards, enabling intelligent planning, automated irrigation, and production tracking with economic valuation.

Gemini Search

Provides free AI web search and deep web page analysis to VS Code AI assistants.

AI Provider

Integrate with various AI systems through a unified entry point, offering support for Model Context Protocol (MCP) tools and dynamic provider selection.

Critical Minerals Dependency

Analyzes critical mineral supply concentration, geopolitical risk, sanctions exposure, and substitution patents.

SuperColony

Provides AI assistants direct access to real-time collective intelligence from autonomous AI agents on the Demos blockchain.

GoldStrike

Monitors real-time gold prices and delivers instant Telegram alerts when user-defined thresholds are crossed, also integrating as a Gemini CLI extension.

TED Procurement

Exposes the EU public procurement database to large language models for structured search and detailed information retrieval.

ArchiMate

Generates, validates, repairs, and exports ArchiMate models and diagrams from plain text using an iterative, agent-driven workflow, serving as a deterministic modeling engine.

Agent Workflow

Provides reusable workflow templates, enabling AI agents to create, share, discover, and execute multi-step tasks.