Data Science & ML MCP 服务器

File Context

Enables querying Large Language Models with context derived from local files.

Ankr

Fetches on-chain blockchain data via the Ankr API for use with Large Language Models.

MCP Tools

Provides AI-powered tools for web search, mathematical calculations, and tech news aggregation using the Machine Communication Protocol.

RAG Demo

Demonstrates a Retrieval-Augmented Generation (RAG) application integrated with MCP server.

Project Memory

Enables AI agents to persistently store and retrieve project information from a memory file.

Quickstart

Facilitates understanding and experimentation with the Model Context Protocol (MCP) by providing custom server and client implementations integrated with a Large Language Model.

FastAPI Template

Accelerate development of production-grade API servers integrated with large language models, featuring structured logging, comprehensive testing, and an excellent developer experience.

GitHub URL

Provides specialized tools for converting, parsing, and validating GitHub URLs for AI applications.

Modular Chatbot

Orchestrates a modular chatbot leveraging LangChain MCP to perform math calculations, fetch real-time weather data, and conduct web searches.

Pokémon

Connects AI models to the Pokémon world by providing extensive data and a battle simulation environment.

Go JQ

Query JSON data using jq syntax, operating as both an MCP server and a standalone command-line tool.

MSSQL

Enables AI assistants to interact with both local SQL Server and Azure SQL Database through natural language.

OpenAI Responses

Integrates the OpenAI Responses API as a lightweight Model Context Protocol (MCP) server, empowering models with autonomous web search capabilities.

Factsets

Provides a local, persistent, and self-maintaining knowledge base for AI agents via the Model Context Protocol.

N8N Workflows Collection

Automate complex processes leveraging AI agents, comprehensive data processing, web scraping, and multi-platform integrations with a robust N8N-based system.

PDA Platform

Establishes the necessary data infrastructure for artificial intelligence to enhance project delivery.

Memory Graph

Empowers AI agents with persistent, context-rich memory through a blazing-fast knowledge graph server.

Product Management Knowledge

Leverages your book library to provide expert product management knowledge, generate artifacts, and apply frameworks.

Groww

Integrate Groww trading platform functionalities into LLM applications, enabling automated order placement, portfolio management, and real-time market data access.

ShieldOps

Automates security operations by detecting, investigating, and responding to incidents using multi-agent AI and real MCP tool calls.