Data Science & ML MCPサーバー

VegaLite

Enables data visualization within LLM workflows using Vega-Lite specifications.

X-Act

Compose AI assistants with this library.

Consumer Complaint Database

Enables querying of the Consumer Financial Protection Bureau's (CFPB) Consumer Complaint Database API from within applications like Claude Desktop.

USGS Water

Retrieve real-time water data including stream flow, gage height, and temperature from USGS monitoring stations.

Langtools

Orchestrates best-in-class language tools for multi-language code analysis and static checks across AI agents, LLMs, and automation workflows.

Solesonic

Exposes an HTTP Model Context Protocol (MCP) server using Spring Boot and Spring AI to provide custom, secured tools.

ECS AI Agent

Deploys an agentic AI architecture on AWS Fargate for Amazon ECS, enabling an AI service to interact with multiple Model Context Protocol servers to perform various actions.

FastMail

Enhance FastMail email management with AI-powered features for smart analysis, organization, and contextual reply generation.

All Your Base64

Converts any file or string to and from base64, providing comprehensive output options and robust MIME type detection.

Better Chat

Facilitates the creation of AI chat applications with multi-model support, secure user data isolation, and advanced conversation management.

Math Learning

Provides a persistent quantitative workspace for mathematical operations, data visualization, and cross-session state via the Model Context Protocol.

Claude Context Enhanced

Provides enhanced semantic code search and deep context for AI coding agents with improved stability, faster synchronization, and reliable data persistence.

Image Recognition

Provides AI-powered image recognition and description capabilities using OpenAI-compatible vision models.

Zoo

Offers a collection of Zoo-built utilities accessible via the Model Context Protocol.

jOOQ Documentation

Enables AI models to access and query jOOQ documentation, including SQL examples and best practices.

Doubao Image Video

Provides an MCP server to integrate Doubao's advanced image and video generation capabilities into various clients.

DMCP

Facilitates semantic, query-driven discovery of tools for the Model Context Protocol, using vector search to resolve the challenge of managing numerous available tools.

PapersFlow

Provides a production MCP server facilitating literature search, citation verification, and related-paper discovery for various agentic AI clients.

Manticore

Enables AI assistants to query and manage Manticore Search databases directly.

402 Index

Enables AI agents to search and evaluate over 15,000 paid API endpoints across L402, x402, and MPP protocols with real-time health monitoring.