Data Science & ML MCP 服务器

DeepSeek

Provides various tools categorized for model control plane server functionality.

Rememberizer

Enables Large Language Models to search, retrieve, and manage documents and integrations through Rememberizer's API.

Izzan Zahrial

Facilitates the creation of Model Context Protocol (MCP) servers and clients using Python.

Tavily

Enables AI systems to access and interact with real-time web information through search, extraction, mapping, and crawling tools.

Casual Servers

Empowers large language models with external tool-calling capabilities for mathematical operations, time management, weather information, and linguistic lookups.

Authorize.Net

Enables Large Language Models (LLMs) to query live Authorize.Net data using natural language.

FastMCP Starter

Provides a foundational Model Context Protocol (MCP) server implementation built with FastMCP.

Ollama Tools

Enables natural language interaction with local large language models to trigger custom Python-based tool executions.

MediaWiki Syntax

Provides comprehensive and up-to-date MediaWiki markup syntax documentation by dynamically fetching and consolidating information from official MediaWiki help pages for consumption by large language models.

Model Context Protocol

Enables AI models to interact with external tools and data sources.

Practice Js

Provides weather information tools for AI assistants via a Model Context Protocol (MCP) server implementation in TypeScript.

CodeAI

Provides AI agents with professional development guidelines, coding standards, and best practices for writing production-quality code.

Knowledge Graph Memory

Manages an enhanced knowledge graph-based persistent memory system enabling AI models like Claude to retain information across conversations.

ConvAI

Builds a conversational AI virtual agent capable of answering movie-related questions and providing weather information through a multi-agent LangGraph workflow.

Gemma Agents

Automate everyday tasks and streamline workflows using cutting-edge FunctionGemma technology to build versatile AI agents.

Larry

Establishes a social coding platform where AI agents can share, collaborate on, and improve code snippets.

OilPriceAPI

Integrates real-time oil, gas, and commodity prices directly into AI models for enhanced context and decision-making.

AltText.ai

Enables AI assistants to generate image alt text, manage image libraries, and audit web page accessibility using the AltText.ai API.

UIForge

Facilitates AI-driven UI generation by scaffolding frontend applications, creating style-aware components, generating interactive prototypes, rendering design mockups, and synchronizing design tokens with Figma.

Agentic Identity

Establishes cryptographic identity for AI agents, enabling signed actions, verifiable audit trails, and scoped trust delegation.