Data Science & ML MCP 服务器

AI Content Categorization

Leverages AI to categorize, tag, and enhance educational course content.

Filesystem

Provides secure, asynchronous file and directory manipulation services over MCP for virtualized paths.

Plan

Leverages Google Gemini AI to provide intelligent project planning and comprehensive code review capabilities via the Model Context Protocol.

Image Fusion Processor

Accepts local face and ID images for fusion via a ComfyUI server, saving the merged results locally.

CFBD

Enables AI assistants to query comprehensive college football statistics and data from the College Football Data API.

PostgreSQL

Automate PostgreSQL management, monitoring, security, diagnostics, and optimization through an AI-integrated server, offering 237+ specialized tools for AI assistants like Claude and ChatGPT.

Scrivener

Enables Claude to comprehensively manage and enhance Scrivener writing projects, including file operations, metadata, content analysis, and advanced editing.

Comfy

Generates images from text prompts by leveraging a remote ComfyUI server through the FastMCP framework.

Search Fusion

Aggregates multiple search engines, providing intelligent failover, a unified API, and LLM-optimized content processing for high-availability search.

DeepRef

Connects large language models with scholarly APIs to retrieve and structure citations and abstracts for trustworthy research assistance.

AgenticAI

Develops and deploys modular AI workflows and multi-agent systems for real-world automation tasks.

Web-LLM

Provides an MCP server to programmatically interact with Web-LLM models running in a browser environment.

FS Query

Extracts code symbols like functions, classes, and structs from codebases with surgical precision for AI assistants.

Kablewy Financial Analysis

Provides financial analysis capabilities through access to real-time and historical stock data and company fundamentals.

N8N Webhook

Transmits structured data from AI assistants to n8n webhooks for storage and indexing.

MongoDB

Enables AI assistants to perform comprehensive MongoDB database operations through a standardized Model Context Protocol interface.

Weather

Provides detailed weather information, forecasts, and air quality data for any city worldwide.

Spydr Memory

Facilitates secure, standardized interaction between AI agents and a sophisticated memory storage system via the Model-Context Protocol.

Model Context Protocol Servers

Provides a collection of specialized Model Context Protocol (MCP) servers for diverse use cases.

TMDB

Integrates with The Movie Database (TMDB) API to provide access to movie, TV show, and person information for AI assistants.