Data Science & ML Servidores MCP

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.

Instagram by CData

Enables querying of live Instagram data from Large Language Models (LLMs) like Claude Desktop via a Model Context Protocol (MCP) interface.

Scenext

Generates educational explanation videos based on topics using the Scenext AI video generation platform.

Langtools

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

NCBI Gene Client

Fetches gene and protein metadata from the NCBI Entrez API, functioning as both a command-line tool and an MCP server.

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.

Loan Credit Management

Implements an intelligent loan credit management system leveraging Spring AI's Model Context Protocol server for financial operations.

Claude Context Enhanced

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

Bookmark Lens

Empowers AI assistants to semantically search and organize your saved bookmarks, providing a local-first, privacy-focused knowledge base.

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.

Research Powerpack

Empowers AI assistants with advanced research capabilities including web search, Reddit analysis, web scraping, and multi-model synthesis.

PapersFlow

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

RAG Knowledge Base

Empowers Claude Desktop to answer questions directly from your private document collection using a Retrieval-Augmented Generation (RAG) pipeline.

Manticore

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